2022 publications


  1. Stefano Berrone, Denise Grappein, Stefano Scialo' (2022 ) 3D-1D coupling on non conforming meshes via a three-field optimization based domain decomposition, In: JOURNAL OF COMPUTATIONAL PHYSICS, pp. 1-21, ISSN: 0021-9991
  2. Stefano Berrone, Denise Grappein, Stefano Scialò, Fabio Vicini (2022 ) A gradient based resolution strategy for a PDE-constrained optimization approach for 3D-1D coupled problems, In: GEM, pp. 1-25, ISSN: 1869-2680
  3. Vittorio Mazzia, Simone Angarano, Francesco Salvetti, Federico Angelini, Marcello Chiaberge (2022 ) Action Transformer: A Self-Attention Model for Short-Time Pose-Based Human Action Recognition, In: PATTERN RECOGNITION, pp. 108487, ISSN: 0031-3203
  4. Indaco Biazzo (2022 ) CityChrone: an Interactive Platform for Transport Network Analysis and Planning in Urban Systems, In: Complex Networks & Their Applications X, pp. 780-791, ISBN: 978-3-030-93412-5...
  5. Danilo Giordano, Flavio Giobergia, Eliana Pastor, Antonio La Macchia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Davide Tricarico (2022 ) Data-driven strategies for predictive maintenance: Lesson learned from an automotive use case, In: COMPUTERS IN INDUSTRY, pp. 103554, ISSN: 0166-3615
  6. Antonio Cipolletta, Valentino Peluso, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia (2022 ) Energy-Quality Scalable Monocular Depth Estimation on Low-Power CPUs, In: IEEE INTERNET OF THINGS JOURNAL, pp. 25-36, ISSN: 2327-4662
  7. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino (2022 ) Graph-Informed Neural Networks for Regressions on Graph-Structured Data, In: MATHEMATICS, ISSN: 2227-7390
  8. Vittorio Fra, Evelina Forno, Riccardo Pignari, Terrence Stewart, Enrico Macii, Gianvito Urgese (2022 ) Human activity recognition: suitability of a neuromorphic approach for on-edge AIoT applications, In: NEUROMORPHIC COMPUTING AND ENGINEERING, pp. 1-14, ISSN: 2634-4386
  9. Jörg. Winkler, Gianvito. Urgese, Elisa. Ficarra, Knut Reinert (2022 ) LaRA 2: parallel and vectorized program for sequence–structure alignment of RNA sequences, In: BMC BIOINFORMATICS, pp. 1-22, ISSN: 1471-2105
  10. Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza (2022 ) Leveraging multimodal content for podcast summarization, In: Proceedings of the 37th ACM/SIGAPP Symposium on Applied Computing, pp. 863-870
  11. Aleksa Damljanovic, Annachiara Ruospo, Sanchez Ernesto, Giovanni Squillero (2022 ) Machine Learning for Hardware Security: Classifier-based Identification of Trojans in Pipelined Microprocessors, In: APPLIED SOFT COMPUTING, pp. 1-16, ISSN: 1568-4946
  12. Bastian Fromm, Eirik Høye, Diana Domanska, Xiangfu Zhong, Ernesto Aparicio-puerta, Vladimir Ovchinnikov, Sinan U Umu, Peter J Chabot, Wenjing Kang, Morteza Aslanzadeh, Marcel Tarbier, Emilio Mármol-sánchez, Gianvito Urgese, Morten Johansen, Eivind Hovig, Michael Hackenberg, Marc R Friedländer, Kevin J Peterson (2022 ) MirGeneDB 2.1: toward a complete sampling of all major animal phyla, In: NUCLEIC ACIDS RESEARCH, pp. D204-D210, ISSN: 0305-1048
  13. Claudio Maino, Antonio Mastropietro, Luca Sorrentino, Enrico Busto, Daniela Anna Misul, Ezio Spessa (2022 ) Project and Development of a Reinforcement Learning Based Control Algorithm for Hybrid Electric Vehicles, In: APPLIED SCIENCES, pp. 812, ISSN: 2076-3417
  14. Alessandro Mantelero, Giuseppe Vaciago (2022 ) Reconciling data protection and cybersecurity: An operational approach for business sector, In: Privacy and Data Protection in Software Services, pp. 97-110, ISBN: 978-981-16-3049-1
  15. Gianluca Perna, Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafò (2022 ) Retina: An open-source tool for flexible analysis of RTC traffic, In: COMPUTER NETWORKS, pp. 108637, ISSN: 1389-1286
  16. Pinky Kumawat, Cristina Pronello (2022 ) Validating Italian General Ecological Behaviour Questionnaire of Travellers using Dichotomous Rasch Model, In: Title of the volume not validated

    2021 publications


  1. Luca Sesta, Guido Uguzzoni, Jorge Fernandez-de-cossio-diaz, Andrea Pagnani (2021 ) {AMaLa}: Analysis of Directed Evolution Experiments via Annealed Mutational Approximated Landscape, In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, pp. 10908, ISSN: 1422-0067
  2. Peter Benner, Stefano Grivet-talocia, Alfio Quarteroni, Gianluigi Rozza, Wil Schilders, Luís Miguel Silveira (2021 ) 1 Model order reduction: basic concepts and notation, In: Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms, pp. 1-14, ISBN: 9783110498967
  3. Stefano Grivet-talocia, Luis Miguel Silveira (2021 ) 5 Post-processing methods for passivity enforcement, In: Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms, pp. 139-180, ISBN: 9783110498967
  4. Aleksa Damljanovic, Annachiara Ruospo, Ernesto Sanchez Sanchez, Giovanni Squillero (2021 ) A Benchmark Suite of RT-level Hardware Trojansfor Pipelined Microprocessor Cores, In: Proceedings of the 24th IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems
  5. Antonio Nistico, Dena Markudova, Martino Trevisan, Michela Meo, Giovanna Carofiglio (2021 ) A comparative study of RTC applications, In: Proceedings of the 2020 IEEE International Symposium on Multimedia (ISM), pp. 1-8, ISBN: 978-1-7281-8697-9...
  6. Marco Cipriano, Luca Colomba, Paolo Garza (2021 ) A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems, In: APPLIED SCIENCES, ISSN: 2076-3417
  7. Melissa Latella, Fabio Sola, Carlo Vincenzo Camporeale (2021 ) A Density-Based Algorithm for the Detection of Individual Trees from LiDAR Data, In: REMOTE SENSING, pp. 322, ISSN: 2072-4292
  8. Danilo Giordano, Luca Vassio, Luca Cagliero (2021 ) A multi-faceted characterization of free-floating car sharing service usage, In: TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES, pp. 102966, ISSN: 0968-090X
  9. Marco De Stefano, Stefano Grivet-talocia, Torben Wendt, Cheng Yang, Christian Schuster (2021 ) A Multi-Stage Adaptive Sampling Scheme for Passivity Characterization of Large-Scale Macromodels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 471-484, ISSN: 2156-3950
  10. Marco De Stefano, Stefano Grivet-talocia (2021 ) A Multivariate Adaptive Sampling Scheme for Passivity Characterization of Parameterized Macromodels, In: 2021 IEEE 25th Workshop on Signal and Power Integrity (SPI), pp. 1-3, ISBN: 978-1-6654-2388-5
  11. Andrea Di Domenico, Gianluca Perna, Martino Trevisan, Luca Vassio, Danilo Giordano (2021 ) A Network Analysis on Cloud Gaming: Stadia, GeForce Now and PSNow, In: NETWORK, pp. 247-260, ISSN: 2673-8732
  12. S. Berrone, F. Vicini (2021 ) A Reduced Basis Method for a PDE-constrained optimization formulation in Discrete Fracture Network flow simulations, In: COMPUTERS & MATHEMATICS WITH APPLICATIONS, pp. 182-194, ISSN: 0898-1221
  13. S. Berrone, A. Borio, A. D'auria, S. Scialo, F. Vicini (2021 ) A robust VEM-based approach for flow simulations in poro-fractured media, In: MATHEMATICAL MODELS AND METHODS IN APPLIED SCIENCES, pp. 1-31, ISSN: 0218-2025
  14. S Berrone, D Grappein, S Pieraccini, S Scialò (2021 ) A three-field based optimization formulation for flow simulations in networks of fractures on non-conforming meshes, In: SIAM JOURNAL ON SCIENTIFIC COMPUTING, pp. 381-404, ISSN: 1064-8275
  15. Stefano Berrone, Martina Busetto (2021 ) A Virtual Element Method for the Two-Phase Flow of Immiscible Fluids in Porous Media
  16. Luca Mocerino, Roberto G. Rizzo, Valentino Peluso, Andrea Calimera, Enrico Macii (2021 ) AdapTTA: Adaptive Test-Time Augmentation for Reliable Embedded ConvNets, In: 2021 IFIP/IEEE 29th International Conference on Very Large Scale Integration (VLSI-SoC), pp. 1-6, ISBN: 978-1-6654-2614-5
  17. M. Meo, D. Renga, Z. Umar (2021 ) Advanced Sleep Modes to comply with delay constraints in energy efficient 5G networks, In: 2021 IEEE 93rd Vehicular Technology Conference (VTC2021-Spring), pp. 1-7, ISBN: 978-1-7281-8964-2
  18. Simone Cerrato, Diego Aghi, Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge (2021 ) An Adaptive Row Crops Path Generator with Deep Learning Synergy, In: 2021 6th Asia-Pacific Conference on Intelligent Robot Systems (ACIRS), pp. 6-12, ISBN: 978-1-6654-4069-1
  19. C. Paolino, F. Pareschi, M. Mangia, R. Rovatti, G. Setti (2021 ) An architecture for ultra-low-voltage ultra-low-power compressed sensing-based acquisition systems, In: 2021 IEEE Nordic Circuits and Systems Conference, NORCAS 2021 - Proceedings, pp. 1-7, ISBN: 978-1-6654-0712-0
  20. L. Prono, A. Marchioni, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2021 ) An MCU Implementation of PCA/PSA Streaming Algorithms for EEG Features Extraction, In: BioCAS 2021 - IEEE Biomedical Circuits and Systems Conference, Proceedings, pp. 01-05, ISBN: 978-1-7281-7204-0
  21. E. Fevola, F. Ballarin, L. Jimenez-juan, S. Fremes, S. Grivet-talocia, G. Rozza, P. Triverio (2021 ) An optimal control approach to determine resistance-type boundary conditions from in-vivo data for cardiovascular simulations, In: INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN BIOMEDICAL ENGINEERING, pp. e3516, ISSN: 2040-7939
  22. Stefano Berrone, Alessandro D'auria, Stefano Scialo' (2021 ) An optimization approach for flow simulations in poro-fractured media with complex geometries, In: COMPUTATIONAL GEOSCIENCES, ISSN: 1420-0597
  23. C. Yang, T. Wendt, M. De Stefano, M. Kopf, C. Becker, S. Grivet-talocia, C. Schuster (2021 ) Analysis and Optimization of Nonlinear Diode Grids for Shielding of Enclosures With Apertures, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1884-1895, ISSN: 0018-9375
  24. Raffaele Filieri, Elettra D'amico, Alessandro Destefanis, Emilio Paolucci, Elisabetta Raguseo (2021 ) Artificial intelligence (AI) for tourism: an European-based study on successful AI tourism start-ups, In: INTERNATIONAL JOURNAL OF CONTEMPORARY HOSPITALITY MANAGEMENT, pp. 4099-4125, ISSN: 0959-6119
  25. Alberto Ciampaglia, Giovanni Belingardi, Antonio Mastropietro, Alessandro De Gregorio, Francesco Vaccarino (2021 ) Artificial Intelligence for Damage Detection in Automotive Composite Parts: A Use Case, In: SAE TECHNICAL PAPER, ISSN: 0148-7191
  26. Simone Monaco, Salvatore Greco, Alessandro Farasin, Luca Colomba, Daniele Apiletti, Paolo Garza, Tania Cerquitelli, Elena Baralis (2021 ) Attention to Fires: Multi-Channel Deep Learning Models for Wildfire Severity Prediction, In: APPLIED SCIENCES, ISSN: 2076-3417
  27. Rodolfo Valentim, Idilio Drago, Martino Trevisan, Federico Cerutti, Marco Mellia (2021 ) Augmenting phishing squatting detection with GANs, In: CoNEXT-SW'21: Proceedings of the CoNEXT Student Workshop, pp. 3-4, ISBN: 9781450391337
  28. Elisa Fevola, Francesco Ballarin, Laura Jimenez-jua, Piero Triverio, Stefano Grivet Talocia, Gianlugi Rozza (2021 ) Automated Estimation of Patient-Specific Boundary Conditions for Cardiovascular Simulations: an Optimal Control Approach
  29. Leonardo Tolomei, Stefano Fiorini, Alessandro Ciociola, Luca Vassio, Danilo Giordano, Marco Mellia (2021 ) Benefits of Relocation on E-scooter Sharing - a Data-Informed Approach, In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC), pp. 3170-3175, ISBN: 978-1-7281-9142-3
  30. Arslan Ali, Andrea Migliorati, Tiziano Bianchi, Enrico Magli (2021 ) Beyond cross-entropy: learning highly separable feature distributions for robust and accurate classification, In: 25th International Conference on Pattern Recognition, ISBN: 978-1-7281-8808-9
  31. T. Cerquitelli, S. Migliorini, S. Chiusano (2021 ) Big data analytics for smart cities, In: ELECTRONICS, pp. 1439, ISSN: 2079-9292
  32. Tommaso Bradde, Alessandro Zanco, Stefano Grivet-talocia (2021 ) Bivariate Macromodeling with Passivity Constraints, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-6654-4269-5
  33. S. Chiusano, T. Cerquitelli, R. Wrembel, D. Quercia (2021 ) Breakthroughs on Cross-Cutting Data Management, Data Analytics, and Applied Data Science, In: INFORMATION SYSTEMS FRONTIERS, pp. 1-7, ISSN: 1387-3326
  34. Sina Famouri, Lia Morra, Leonardo Mangia, Fabrizio Lamberti (2021 ) Breast mass detection with faster R-CNN: On the feasibility of learning from noisy annotations, In: IEEE ACCESS, pp. 66163-66175, ISSN: 2169-3536
  35. Lia Morra, Luca Piano, Fabrizio Lamberti, Tatiana Tommasi (2021 ) Bridging the gap between Natural and Medical Images through Deep Colorization, In: Proceedings of the 25th International Conference on Pattern Recognition, ICPR 2020, pp. 835-842
  36. Victor A. Alencar, Felipe Rooke, Michele Cocca, Luca Vassio, Jussara Almeida, Alex Borges Vieira (2021 ) Characterizing client usage patterns and service demand for car-sharing systems, In: INFORMATION SYSTEMS, pp. 101448, ISSN: 0306-4379
  37. Junnan Shan, Mihai T. Lazarescu, Jordi Cortadella, Luciano Lavagno, Mario R. Casu (2021 ) CNN-on-AWS: Efficient Allocation of Multi-Kernel Applications on Multi-FPGA Platforms, In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, pp. 301-314, ISSN: 0278-0070
  38. N. Zincir-heywood, M. Mellia, Y. Diao (2021 ) Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning
  39. C. Paolino, A. Antolini, F. Pareschi, M. Mangia, R. Rovatti, E. F. Scarselli, A. Gnudi, G. Setti, R. Canegallo, M. Carissimi, M. Pasotti (2021 ) Compressed sensing by phase change memories: Coping with encoder non-linearities, In: Proceedings - IEEE International Symposium on Circuits and Systems, ISBN: 978-1-7281-9201-7
  40. F. Martinini, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2021 ) Compressed Sensing Inspired Neural Decoder for Undersampled MRI with Self-Assessment, In: BioCAS 2021 - IEEE Biomedical Circuits and Systems Conference, Proceedings, pp. 01-06, ISBN: 978-1-7281-7204-0
  41. Paolo Manfredi, Stefano Grivet-talocia (2021 ) Compressed stochastic macromodeling of electrical systems via rational polynomial chaos and principal component analysis, In: Proceedings of the 2021 Asia-Pacific International Symposium on Electromagnetic Compatibility (APEMC 2021), pp. 1-3, ISBN: 978-1-7281-7621-5
  42. Evelina Forno, Andrea Spitale, Enrico Macii, Gianvito Urgese (2021 ) Configuring an Embedded Neuromorphic coprocessor using a RISC-V chip for enabling edge computing applications, In: 2021 IEEE 14th International Symposium on Embedded Multicore/Many-core Systems-on-Chip (MCSoC), pp. 328-332
  43. Simone Monaco, Nicole Bussola, Sara Butto, Diego Sona, Daniele Apiletti, Giuseppe Jurman, Elisa Viola, Marco Chierici, Christodoulos Xinaris, Vincenzo Viola (2021 ) Cyst segmentation on kidney tubules by means of U-Net deep-learning models, In: 2021 IEEE International Conference on Big Data (Big Data), pp. 3923-3926, ISBN: 978-1-6654-3902-2
  44. Luca Gioacchini, Luca Vassio, Marco Mellia, Idilio Drago, Zied Ben Houidi, Dario Rossi (2021 ) DarkVec: automatic analysis of darknet traffic with word embeddings, In: CoNEXT '21: Proceedings of the 17th International Conference on emerging Networking EXperiments and Technologies, pp. 76-89, ISBN: 9781450390989
  45. Tania Cerquitelli, Nikolaos Nikolakis, Lia Morra, Andrea Bellagarda, Matteo Orlando, Riku Salokangas, Olli Saarela, Jani Hietala, Petri Kaarmila, Enrico Macii (2021 ) Data-Driven Predictive Maintenance: A Methodology Primer, In: Predictive Maintenance in Smart Factories, pp. 39-73, ISBN: 978-981-16-2939-6
  46. A. Cipolletta, A. Calimera (2021 ) Dataflow Restructuring for Active Memory Reduction in Deep Neural Networks, In: Proceedings -Design, Automation and Test in Europe, DATE, pp. 114-119, ISBN: 978-3-9819263-5-4
  47. Matteo Corain, Paolo Garza, Abolfazl Asudeh (2021 ) DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets, In: Titolo volume non avvalorato, pp. 37-48, ISBN: 978-1-7281-9184-3
  48. Martino Trevisan, Luca Vassio, Danilo Giordano (2021 ) Debate on online social networks at the time of COVID-19: An Italian case study, In: ONLINE SOCIAL NETWORKS AND MEDIA, pp. 100136, ISSN: 2468-6964
  49. Diego Aghi, Simone Cerrato, Vittorio Mazzia, Marcello Chiaberge (2021 ) Deep Semantic Segmentation at the Edge for Autonomous Navigation in Vineyard Rows, In: 2021 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), pp. 3421-3428, ISBN: 978-1-6654-1714-3
  50. Vittorio Mazzia, Francesco Salvetti, Diego Aghi, Marcello Chiaberge (2021 ) DeepWay: A Deep Learning waypoint estimator for global path generation, In: COMPUTERS AND ELECTRONICS IN AGRICULTURE, pp. 106091, ISSN: 0168-1699
  51. Maria Ferrara, Francesco Della Santa, Matteo Bilardo, Alessandro De Gregorio, Antonio Mastropietro, Ulderico Fugacci, Francesco Vaccarino, Enrico Fabrizio (2021 ) Design optimization of renewable energy systems for NZEBs based on deep residual learning, In: RENEWABLE ENERGY, pp. 590-605, ISSN: 0960-1481
  52. Danilo Giordano, Eliana Pastor, Flavio Giobergia, Tania Cerquitelli, Elena Baralis, Marco Mellia, Alessandra Neri, Davide Tricarico (2021 ) Dissecting a Data-driven Prognostic Pipeline: A Powertrain use case, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 115109, ISSN: 0957-4174
  53. Torben Wendt, Cheng Yang, Christian Schuster, Marco De Stefano, Stefano Grivet-talocia (2021 ) Distributed Nonlinear Shielding in Power Delivery Networks on Printed Circuit Boards, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-6654-4269-5
  54. Mauro Martini, Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge (2021 ) Domain-Adversarial Training of Self-Attention-Based Networks for Land Cover Classification Using Multi-Temporal Sentinel-2 Satellite Imagery, In: REMOTE SENSING, pp. 2564, ISSN: 2072-4292
  55. Simone Monaco, Andrea Pasini, Daniele Apiletti, Luca Colomba, Alessandro Farasin, Paolo Garza, Elena Baralis (2021 ) Double-Step deep learning framework to improve wildfire severity classification, In: Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021, ISBN: 978-3-89318-084-4
  56. Tommaso Rescio, Thomas Favale, Francesca Soro, Marco Mellia, Idilio Drago (2021 ) DPI Solutions in Practice: Benchmark and Comparison, In: 2021 IEEE Security and Privacy Workshops (SPW), pp. 37-42
  57. M. Pintore, F. Pichi, M. Hess, G. Rozza, C. Canuto (2021 ) Efficient computation of bifurcation diagrams with a deflated approach to reduced basis spectral element method, In: ADVANCES IN COMPUTATIONAL MATHEMATICS, pp. 1-39, ISSN: 1019-7168
  58. Jeanne Trinquier, Guido Uguzzoni, Andrea Pagnani, Francesco Zamponi, Martin Weigt (2021 ) Efficient generative modeling of protein sequences using simple autoregressive models, In: NATURE COMMUNICATIONS, ISSN: 2041-1723
  59. Vittorio Mazzia, Francesco Salvetti, Marcello Chiaberge (2021 ) Efficient-CapsNet: capsule network with self-attention routing, In: SCIENTIFIC REPORTS, ISSN: 2045-2322
  60. Paolo Bethaz, Sara Cavaglion, Sofia Cricelli, Elena Liore, Emanuele Manfredi, Stefano Salio, Andrea Regalia, Fabrizio Conicella, Salvatore Greco, Tania Cerquitelli (2021 ) Empowering Commercial Vehicles through Data-Driven Methodologies, In: ELECTRONICS, pp. 2381, ISSN: 2079-9292
  61. Tania Cerquitelli, Francesco Ventura, Daniele Apiletti, Elena Baralis, Enrico Macii, Massimo Poncino (2021 ) Enhancing manufacturing intelligence through an unsupervised data-driven methodology for cyclic industrial processes, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 115269, ISSN: 0957-4174
  62. I. Biazzo, M. G. Nezhadhaghighi, A. Ramezanpour (2021 ) Entropy production of selfish drivers: Implications for efficiency and predictability of movements in a city, In: JOURNAL OF PHYSICS. COMPLEXITY, pp. 035026, ISSN: 2632-072X
  63. Edoardo Fassio, Alessandro Ciociola, Danilo Giordano, Michel Noussan, Luca Vassio, Marco Mellia (2021 ) Environmental and Economic Comparison of ICEV and EV in Car Sharing, In: 2021 IEEE International Intelligent Transportation Systems Conference (ITSC) ​, pp. 1621-1626, ISBN: 978-1-7281-9142-3
  64. A. Baker, I. Biazzo, A. Braunstein, G. Catania, L. Dall'asta, A. Ingrosso, F. Krzakala, F. Mazza, M. Mezard, A. P. Muntoni, M. Refinetti, S. S. Mannelli, L. Zdeborova (2021 ) Epidemic mitigation by statistical inference from contact tracing data, In: PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, pp. e2106548118, ISSN: 0027-8424
  65. Pierluigi Petrali, Tania Cerquitelli, Paolo Bethaz, Lia Morra, Nikolaos Nikolakis, Claudia De Vizia, Enrico Macii (2021 ) Estimating Remaining Useful Life: A Data-Driven Methodology for the White Goods Industry, In: Predictive Maintenance in Smart Factories, pp. 149-164, ISBN: 978-981-16-2939-6
  66. Alessandro Destefanis, Paolo Neirotti, Emilio Paolucci, Elisabetta Raguseo (2021 ) Estimating the impact of sharing economy accommodation platforms on rural tourism ecosystems: an empirical investigation in Italian “Borghi”
  67. Alfredo Braunstein, Thomas Gueudre, Andrea Pagnani, Mirko Pieropan (2021 ) Expectation propagation on the diluted Bayesian classifier, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  68. Nicolo Bellarmino, Riccardo Cantoro, Martin Huch, Tobias Kilian, Raffaele Martone, Ulf Schlichtmann, Giovanni Squillero (2021 ) Exploiting Active Learning for Microcontroller Performance Prediction, In: 2021 IEEE European Test Symposium, pp. 1-4, ISBN: 978-1-6654-1849-2
  69. Giovanni Squillero, Eliana Giovannitti, Alberto Tonda, Sayyidshahab Nabavi (2021 ) Exploiting Artificial Swarms for the Virtual Measurement of Backlash in Industrial Robots, In: 2021 IEEE Congress on Evolutionary Computation (CEC), pp. 1743-1750
  70. F. Barchi, E. Parisi, G. Urgese, E. Ficarra, A. Acquaviva (2021 ) Exploration of Convolutional Neural Network models for source code classification, In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, pp. 104075, ISSN: 0952-1976
  71. L. Mocerino, A. Calimera (2021 ) Fast and Accurate Inference on Microcontrollers with Boosted Cooperative Convolutional Neural Networks (BC-Net), In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 77-88, ISSN: 1549-8328
  72. Junnan Shan, Mihai Teodor Lazarescu, Jordi Cortadella, Luciano Lavagno, Mario Roberto Casu (2021 ) Fast Energy-Optimal Multi-Kernel DNN-like Application Allocation on Multi-FPGA Platforms, In: IEEE TRANSACTIONS ON COMPUTER-AIDED DESIGN OF INTEGRATED CIRCUITS AND SYSTEMS, ISSN: 0278-0070
  73. S. Khan, T. Bianchi (2021 ) Fast image clustering based on compressed camera fingerprints, In: SIGNAL PROCESSING-IMAGE COMMUNICATION, pp. 116070, ISSN: 0923-5965
  74. T. Bradde, S. Grivet-talocia, P. Leite Correia De Toledo, A. V. Proskurnikov, A. Zanco, G. C. Calafiore, P. Crovetti (2021 ) Fast Simulation of Analog Circuit Blocks under Nonstationary Operating Conditions, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1355-1368, ISSN: 2156-3950
  75. P. Manfredi, S. Grivet-talocia (2021 ) Fast Stochastic Surrogate Modeling via Rational Polynomial Chaos Expansions and Principal Component Analysis, In: IEEE ACCESS, pp. 102732-102745, ISSN: 2169-3536
  76. Francesco Manigrasso, Filomeno Davide Miro, Lia Morra, Fabrizio Lamberti (2021 ) Faster-LTN: a neuro-symbolic, end-to-end object detection architecture, In: Proceedings of the 30th International Conference on Artificial Neural Networks (ICANN 2021), pp. 40-52, ISBN: 978-3-030-86339-5
  77. Luca Ardito, Andrea Bottino, Riccardo Coppola, Fabrizio Lamberti, Francesco Manigrasso, Lia Morra, Marco Torchiano (2021 ) Feature Matching-based Approaches to Improve the Robustness of Android Visual GUI Testing, In: ACM TRANSACTIONS ON SOFTWARE ENGINEERING AND METHODOLOGY, pp. 1-32, ISSN: 1049-331X
  78. Tommaso Bradde, Samuel Chevalier, Marco De Stefano, Stefano Grivet Talocia, Luca Daniel (2021 ) Handling Initial Conditions in Vector Fitting for Real Time Modeling of Power System Dynamics, In: ENERGIES, pp. 2471, ISSN: 1996-1073
  79. Marco Guerra, Alessandro De Gregorio, Ulderico Fugacci, Giovanni Petri, Francesco Vaccarino (2021 ) Homological scaffold via minimal homology bases, In: SCIENTIFIC REPORTS, pp. 5355, ISSN: 2045-2322
  80. Eliana Pastor, Andrew Gavgavian, Elena Baralis, Luca De Alfaro (2021 ) How Divergent Is Your Data?, In: Proceedings of the VLDB Endowment, pp. 2835-2838
  81. A. Khorrami Chokami, M. Gasparini, R. Merletti (2021 ) Identification of periodic bursts in surface EMG: Applications to the erector spinae muscles of sitting violin players, In: BIOMEDICAL SIGNAL PROCESSING AND CONTROL, pp. 102369, ISSN: 1746-8094
  82. Marcello Chiaberge, Giovanni Fantin, Francesco Salvetti, Vittorio Mazzia, Enrico Sutera (2021 ) Indoor Point-to-Point Navigation with Deep Reinforcement Learning and Ultra-Wideband, In: Proceedings of the 13th International Conference on Agents and Artificial Intelligence - Volume 1: ICAART, pp. 38-47, ISBN: 978-989-758-484-8
  83. Danilo Giordano, Marco Mellia, Tania Cerquitelli (2021 ) K-MDTSC: K-Multi-Dimensional Time-Series Clustering Algorithm, In: ELECTRONICS, pp. 1166, ISSN: 2079-9292
  84. Stefano Berrone, Francesco Della Santa, Antonio Mastropietro, Sandra Pieraccini, Francesco Vaccarino (2021 ) Layer-wise relevance propagation for backbone identification in discrete fracture networks, In: JOURNAL OF COMPUTATIONAL SCIENCE, pp. 101458, ISSN: 1877-7503
  85. D. Valsesia, G. Fracastoro, E. Magli (2021 ) Learning Localized Representations of Point Clouds with Graph-Convolutional Generative Adversarial Networks, In: IEEE TRANSACTIONS ON MULTIMEDIA, pp. 402-414, ISSN: 1520-9210
  86. F. Pistilli, G. Fracastoro, D. Valsesia, E. Magli (2021 ) Learning Robust Graph-Convolutional Representations for Point Cloud Denoising, In: IEEE JOURNAL OF SELECTED TOPICS IN SIGNAL PROCESSING, pp. 402-414, ISSN: 1932-4553
  87. M. La Quatra, L. Cagliero, E. Baralis (2021 ) Leveraging full-text article exploration for citation analysis, In: SCIENTOMETRICS, ISSN: 0138-9130
  88. Eliana Pastor, Luca De Alfaro, Elena Baralis (2021 ) Looking for Trouble: Analyzing Classifier Behavior via Pattern Divergence, In: SIGMOD/PODS '21: Proceedings of the 2021 International Conference on Management of Data, pp. 1400-1412, ISBN: 978-1-4503-8343-1
  89. S. Berrone, Francesco Della Santa, S. Pieraccini, F. Vaccarino (2021 ) Machine learning for flux regression in discrete fracture networks, In: GEM, ISSN: 1869-2672
  90. M. Ricci, B. Stitic, L. Urbinati, G. Di Guglielmo, J. A. Tobon Vasquez, L. P. Carloni, F. Vipiana, M. R. Casu (2021 ) Machine-Learning Based Microwave Sensing: A Case Study for the Food Industry, In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, pp. 503-514, ISSN: 2156-3357
  91. Martino Trevisan, Danilo Giordano, Idilio Drago, Ali Safari Khatouni (2021 ) Measuring HTTP/3: Adoption and Performance, In: Proceedings of the 2021 19th Mediterranean Communication and Computer Networking Conference (MedComNet), pp. 1-8, ISBN: 978-1-6654-3590-1
  92. Andra Lutu, Martino Trevisan, Ali Safari Khatouni, Anna Maria Mandalari, Ana Custura, Marco Mellia, Ozgu Alay, Marcelo Bagnulo, Vaibhav Bajpai, Anna Brunstrom, Jorg Ott, Godred Fairhurst (2021 ) Measuring Roaming in Europe: Infrastructure and Implications on Users QoE, In: IEEE TRANSACTIONS ON MOBILE COMPUTING, pp. 1-15, ISSN: 1536-1233
  93. L. Vassio, Z. -l. Zhang, D. Giordano, A. Chandra (2021 ) Message from the organizers of WAIN, In: PERFORMANCE EVALUATION REVIEW, pp. 28-28, ISSN: 0163-5999
  94. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luis Miguel Silveira (2021 ) Model Order Reduction. Volume 1: System- and Data-Driven Methods and Algorithms
  95. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luís Miguel Silveira (2021 ) Model Order Reduction. Volume 2: Snapshot-Based Methods and Algorithms
  96. Benner Peter, Stefano Grivet Talocia, Quarteroni Alfio, Rozza Gianluigi, Schilders Wil, Luís Miguel Silveira (2021 ) Model Order Reduction. Volume 3: Applications
  97. Valentino Peluso, Antonio Cipolletta, Andrea Calimera, Matteo Poggi, Fabio Tosi, Filippo Aleotti, Stefano Mattoccia (2021 ) Monocular Depth Perception on Microcontrollers for Edge Applications, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS FOR VIDEO TECHNOLOGY, ISSN: 1051-8215
  98. Alessio Sacco, Flavio Esposito, Guido Marchetto (2021 ) On Control and Data Plane Programmability for Data-Driven Networking, In: 2021 IEEE 22nd International Conference on High-Performance Switching and Routing (HPSR 2021), pp. 1-6, ISBN: 978-1-6654-4006-6
  99. Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto. Silva, Jussara M. Almeida, Martino Trevisan, Luca Vassio, Marco Mellia, Idilio Drago (2021 ) On the dynamics of political discussions on Instagram: A network perspective, In: ONLINE SOCIAL NETWORKS AND MEDIA, pp. 100155, ISSN: 2468-6964
  100. Gianluca Perna, Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafò, Giovanna Carofiglio (2021 ) Online Classification of RTC Traffic, In: Proceedings of the 2021 IEEE 18th Annual Consumer Communications & Networking Conference, pp. 1-6, ISBN: 978-1-7281-9794-4
  101. Santa Di Cataldo, Sara Vinco, Gianvito Urgese, Flaviana Calignano, Elisa Ficarra, Alberto Macii, Enrico Macii (2021 ) Optimizing Quality Inspection and Control in Powder Bed Metal Additive Manufacturing: Challenges and Research Directions, In: PROCEEDINGS OF THE IEEE, pp. 326-346, ISSN: 0018-9219
  102. Nur Zincir‐heywood, Marco Mellia, Yixin Diao (2021 ) Overview of Artificial Intelligence and Machine Learning, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 29-51, ISBN: 9781119675501, 97...
  103. Marco Mellia, Nur Zincir‐heywood, Yixin Diao (2021 ) Overview of Network and Service Management, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 3-27, ISBN: 9781119675501, 97...
  104. Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto (2021 ) Owl: Congestion Control with Partially Invisible Networks via Reinforcement Learning, In: IEEE INFOCOM 2021 - IEEE Conference on Computer Communications, ISBN: 978-1-6654-3131-6
  105. Evelina Forno, Alessandro Salvato, Enrico Macii, Gianvito Urgese (2021 ) PageRank Implemented with the MPI Paradigm Running on a Many-Core Neuromorphic Platform, In: JOURNAL OF LOW POWER ELECTRONICS AND APPLICATIONS, ISSN: 2079-9268
  106. Alessandro De Gregorio, Marco Guerra, Sara Scaramuccia, Francesco Vaccarino (2021 ) Parallel decomposition of persistence modules through interval bases
  107. Eliana Pastor (2021 ) Pattern-based algorithms for Explainable AI
  108. Stefano Berrone, Francesco Della Santa (2021 ) Performance Analysis of Multi-Task Deep Learning Models for Flux Regression in Discrete Fracture Networks, In: GEOSCIENCES, pp. 1-24, ISSN: 2076-3263
  109. Marilisa Montemurro, Elena Grassi, Carmelo Gabriele Pizzino, Andrea Bertotti, Elisa Ficarra, Gianvito Urgese (2021 ) PhyliCS: a Python library to explore scCNA data and quantify spatial tumor heterogeneity, In: BMC BIOINFORMATICS, pp. 1-21, ISSN: 1471-2105
  110. Paolo Bethaz, Xanthi Bampoula, Tania Cerquitelli, Nikolaos Nikolakis, Kosmas Alexopoulos, Enrico Macii, Peter Van Wilgen (2021 ) Predictive Maintenance in the Production of Steel Bars: A Data-Driven Approach, In: Predictive Maintenance in Smart Factories
  111. Peter Benner, Stefano Grivet-talocia, Alfio Quarteroni, Gianluigi Rozza, Wil Schilders, Luìs Miguel Silveira Magdeburg (2021 ) Preface to the first volume of Model Order Reduction
  112. Dena Markudova, Sachit Mishra, Luca Cagliero, Luca Vassio, Marco Mellia, Elena Baralis, Lucia Salvatori, Riccardo Loti (2021 ) Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data, In: COMPUTERS IN INDUSTRY, pp. 103468, ISSN: 0166-3615
  113. Silvia Buccafusco, Andrea Megaro, Luca Cagliero, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti (2021 ) Profiling industrial vehicle duties using CAN bus signal segmentation and clustering, In: Proceedings of the Workshops of the EDBT/ICDT 2021 Joint Conference, pp. 1-6, ISBN: 978-3-89318-084-4
  114. Greta Vallero, Daniela Renga, Michela Meo, Marco Ajmone Marsan (2021 ) RAN energy efficiency and failure rate through ANN traffic predictions processing, In: COMPUTER COMMUNICATIONS, pp. 51-63, ISSN: 0140-3664
  115. Stefano Berrone, Andrea Borio, Alessandro D'auria (2021 ) Refinement strategies for polygonal meshes applied to adaptive VEM discretization, In: FINITE ELEMENTS IN ANALYSIS AND DESIGN, pp. 103502, ISSN: 0168-874X
  116. Claudia Landi, Sara Scaramuccia (2021 ) Relative-perfectness of discrete gradient vector fields and multi-parameter persistent homology, In: JOURNAL OF COMBINATORIAL OPTIMIZATION, ISSN: 1382-6905
  117. Alessio Sacco, Flavio Esposito, Guido Marchetto (2021 ) Resource Inference for Sustainable and Responsive Task Offloading in Challenged Edge Networks, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 1114-1127, ISSN: 2473-2400
  118. Giulia Milan, Luca Vassio, Idilio Drago, Marco Mellia (2021 ) RL-IoT: Reinforcement Learning to Interact with IoT Devices, In: Titolo volume non avvalorato, pp. 1-6, ISBN: 978-1-6654-3156-9
  119. Simone Angarano, Vittorio Mazzia, Francesco Salvetti, Giovanni Fantin, Marcello Chiaberge (2021 ) Robust ultra-wideband range error mitigation with deep learning at the edge, In: ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE, pp. 104278-104286, ISSN: 0952-1976
  120. Melissa Latella, Arjen Luijendijk, Antonio M. Moreno-rodenas, Carlo Vincenzo Camporeale (2021 ) Satellite Image Processing for the Coarse-Scale Investigation of Sandy Coastal Areas, In: REMOTE SENSING, pp. 4613, ISSN: 2072-4292
  121. Luca Gioacchini, Angelica Poli, Stefania Cecchi, Susanna Spinsante (2021 ) Sensors Characterization for a Calibration-Free Connected Smart Insole for Healthy Ageing, In: IoT Technologies for HealthCare, pp. 35-54, ISBN: 978-3-030-69963-5
  122. A. Calabrese, S. Quer, G. Squillero (2021 ) Smart techniques for flying-probe testing, In: Proceedings of the 16th International Conference on Software Technologies, ICSOFT 2021, pp. 285-293, ISBN: 978-989-758-523-4
  123. C. Pronello, P. Kumawat (2021 ) Smartphone Applications Developed to Collect Mobility Data: A Review and SWOT Analysis, In: ADVANCES IN INTELLIGENT SYSTEMS AND COMPUTING, pp. 449-467, ISSN: 2194-5357
  124. A. Zanco, T. Bradde, M. De Stefano, S. Grivet-talocia, G. Hoehne, P. Brenner (2021 ) Structured black-box parameterized macromodels of integrated passive components, In: IEEE MTT-S International Microwave Symposium Digest, pp. 5-8, ISBN: 978-1-6654-0307-8
  125. Moreno La Quatra, Luca Cagliero, Elena Maria Baralis, Alberto Messina, Maurizio Montagnuolo (2021 ) Summarize Dates First: A Paradigm Shift in Timeline Summarization, In: 44th International ACM SIGIR Conference on Research and Development in Information Retrieval, SIGIR 2021, Virtual, Online, 11 July 2021 - 15 July 2021, 170067, pp. 418-427, ISBN: 978-145038037-9
  126. Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto (2021 ) Supporting Sustainable Virtual Network Mutations with Mystique, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 2714-2727, ISSN: 1932-4537
  127. Alessio Sacco, Flavio Esposito, Guido Marchetto, Paolo Montuschi (2021 ) Sustainable Task Offloading in UAV Networks via Multi-Agent Reinforcement Learning, In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, pp. 5003-5015, ISSN: 0018-9545
  128. Francesco Vaccarino (2021 ) Symmetric products, linear representations and trace identities, In: BEITRAGE ZUR ALGEBRA UND GEOMETRIE, ISSN: 0138-4821
  129. Luca Vassio, Michele Garetto, Carla Fabiana Chiasserini, Emilio Leonardi (2021 ) Temporal Dynamics of Posts and User Engagement of Influencers on Facebook and Instagram, In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 129-133
  130. Fei Guo, Kemal Aygun, W. Dale Becker, Stefano Grivet Talocia, Jose A. Hejase, Wui-weng Wong, Tingdong Zhou, Heidi Barnes, Zhen Peng, Alexander Pelger, Mohamed Sahouli, Jose Schutt-aine, Feng Ling, Elmar Griese, Pavel Roy Paladhi, Rohit Sharma, Nam Pham, Thomas-michael Winkel, Evan Fledell, Michael J. Hill, Benjamin Silva, Kaisheng Hu, Jonatan Aronsson, Chang Liu, Yiru Jeong, Ali E. Yilmaz (2021 ) The IEEE EPS Packaging Benchmark Suite, In: 2021 IEEE 30th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-4, ISBN: 978-1-6654-4269-5
  131. Francesca Soro, Thomas Favale, Danilo Giordano, Luca Vassio, Zied Ben Houidi, Idilio Drago (2021 ) The New Abnormal: Network Anomalies in the AI Era, In: Communication Networks and Service Management in the Era of Artificial Intelligence and Machine Learning, pp. 261-288, ISBN: 9781119675501, 97...
  132. Federico Battiston, Enrico Amico, Alain Barrat, Ginestra Bianconi, Guilherme Ferraz De Arruda, Benedetta Franceschiello, Iacopo Iacopini, Sonia Kéfi, Vito Latora, Yamir Moreno, Micah M. Murray, Tiago P. Peixoto, Francesco Vaccarino, Giovanni Petri (2021 ) The physics of higher-order interactions in complex systems, In: NATURE PHYSICS, pp. 1093-1098, ISSN: 1745-2473
  133. Fabio Bertone, Luca Vassio, Martino Trevisan (2021 ) The stock exchange of influencers: a financial approach for studying fanbase variation trends, In: Proceedings of the 2021 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, pp. 431-435, ISBN: 9781450391283
  134. A. Zanco, S. Grivet-talocia (2021 ) Towards fully automated high-dimensional parameterized macromodeling, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1402-1416, ISSN: 2156-3950
  135. Azadeh Faroughi, Andrea Morichetta, Luca Vassio, Flavio Figueiredo, Marco Mellia, Reza Javidan (2021 ) Towards website domain name classification using graph based semi-supervised learning, In: COMPUTER NETWORKS, pp. 107865, ISSN: 1389-1286
  136. Roberto Giorgio Rizzo, Valentino Peluso, Andrea Calimera (2021 ) TVFS: Topology Voltage Frequency Scaling for Reliable Embedded ConvNets, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, pp. 672-676, ISSN: 1549-7747
  137. Andrea Morichetta, Martino Trevisan, Luca Vassio, Julia Krickl (2021 ) Understanding web pornography usage from traffic analysis, In: COMPUTER NETWORKS, ISSN: 1389-1286
  138. Jorge Fernandez-de-cossio-diaz, Guido Uguzzoni, Andrea Pagnani (2021 ) Unsupervised inference of protein fitness landscape from deep mutational scan, In: MOLECULAR BIOLOGY AND EVOLUTION, pp. 318-328, ISSN: 0737-4038
  139. Valentino Rizzo, Stefano Traverso, Marco Mellia (2021 ) Unveiling Web Fingerprinting in the Wild Via Code Mining and Machine Learning, In: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, pp. 44-63, ISSN: 2299-0984
  140. Pinky Kumawat, Cristina Pronello (2021 ) Validating Italian General Ecological Behaviour Questionnaire of Travellers Using Dichotomous Rasch Model, In: SUSTAINABILITY, pp. 1-25, ISSN: 2071-1050
  141. Dena Markudova, Martino Trevisan, Paolo Garza, Michela Meo, Maurizio Munafo, Giovanna Carofiglio (2021 ) What's my App?: ML-based classification of RTC applications, In: PERFORMANCE EVALUATION REVIEW, pp. 41-44, ISSN: 0163-5999
  142. A. Polydoropoulou, I. Tsouros, N. Thomopoulos, C. Pronello, A. Elvarsson, H. Sigthorsson, N. Dadashzadeh, K. Stojmenova, J. Sodnik, S. Neophytou, D. Esztergar-kiss, J. Hamadneh, G. Parkhurst, S. Etzioni, Y. Shiftan, F. Di Ciommo (2021 ) Who is willing to share their AV? Insights about gender differences among seven countries, In: SUSTAINABILITY, pp. 4769-4787, ISSN: 2071-1050
  143. Nikhil Jha, Thomas Favale, Luca Vassio, Martino Trevisan, Marco Mellia (2021 ) z-anonymity: Zero-Delay Anonymization for Data Streams, In: Proceedings of the 2020 IEEE International Conference on Big Data (Big Data), pp. 3996-4005, ISBN: 978-1-7281-6251-5...
  144. Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia (2021 ) α-MON: Traffic Anonymizer for Passive Monitoring, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 1-14, ISSN: 1932-4537

    2020 publications


  1. Anna Boschi, Francesco Salvetti, Vittorio Mazzia, Marcello Chiaberge (2020 ) A Cost-Effective Person-Following System for Assistive Unmanned Vehicles with Deep Learning at the Edge, In: MACHINES, pp. 49-67, ISSN: 2075-1702
  2. T. Huang, L. Gioacchini, F. Guaiana, B. Valente, G. Pio Domiziani (2020 ) A Data-based Platform for Supporting Profit-driven Strategy in the Italian Spot Electricity Markets, In: UPEC 2020 - 2020 55th International Universities Power Engineering Conference, Proceedings, pp. 1-6, ISBN: 978-1-7281-1078-3
  3. T. Cerquitelli, E. D. Corso, S. Proto, P. Bethaz, D. Mazzarelli, A. Capozzoli, E. Baralis, M. Mellia, S. Casagrande, M. Tamburini (2020 ) A data-driven energy platform: from energy performance certificates to human-readable knowledge through dynamic high-resolution geospatial maps, In: ELECTRONICS, pp. 1-26, ISSN: 2079-9292
  4. Alessio Sacco, Flavio Esposito, Guido Marchetto (2020 ) A Distributed Reinforcement Learning Approach for Energy and Congestion-Aware Edge Networks, In: Proceedings of the 16th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT), pp. 546-547, ISBN: 9781450379489
  5. Alessio Sacco, Flavio Esposito, Guido Marchetto (2020 ) A Federated Learning Approach to Routing in Challenged SDN-Enabled Edge Networks, In: 2020 6th IEEE Conference on Network Softwarization (NetSoft), pp. 150-154
  6. S. Spinsante, L. Gioacchini, L. Scalise (2020 ) A field-measurements-based LoRa network planning tool, In: ACTA IMEKO, pp. 21-29, ISSN: 0237-028X
  7. Marco Civera, Stefano Grivet-talocia, Cecilia Surace, Luca Zanotti Fragonara (2020 ) A generalised power-law formulation for the modelling of damping and stiffness nonlinearities, In: MECHANICAL SYSTEMS AND SIGNAL PROCESSING, pp. 1-21, ISSN: 0888-3270
  8. T. Huang, L. Gioacchini, F. Guaiana, S. Huang, B. Valente, G. Pio Domiziani (2020 ) A Hybrid Data-and-simulation-based Analysis of the Participants' Behavior Potential in the Italian Spot Electricity Markets, In: UPEC 2020 - 2020 55th International Universities Power Engineering Conference, Proceedings, pp. 1-6, ISBN: 978-1-7281-1078-3
  9. Luca Urbinati, Marco Ricci, Giovanna Turvani, Jorge A. Tobon Vasquez, Francesca Vipiana, Mario R. Casu (2020 ) A Machine-Learning Based Microwave Sensing Approach to Food Contaminant Detection, In: 2020 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, ISBN: 978-1-7281-3320-1
  10. T. Wendt, C. Yang, D. Bruns H., S. Grivet-talocia, C. Schuster (2020 ) A Macromodeling-Based Hybrid Method for the Computation of Transient Electromagnetic Fields Scattered by Nonlinearly Loaded Metal Structures, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1098-1110, ISSN: 0018-9375
  11. A. Zanco, S. Grivet-talocia (2020 ) A mesh-free adaptive parametric macromodeling strategy with guaranteed stability, In: Proceedings of the 2020 International Symposium on Electromagnetic Compatibility - EMC EUROPE, EMC EUROPE 2020, pp. 1-6, ISBN: 978-1-7281-5579-1
  12. Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero (2020 ) A Novel Sequence Generation Approach to Diagnose Faults in Reconfigurable Scan Networks, In: IEEE TRANSACTIONS ON COMPUTERS, pp. 87-98, ISSN: 0018-9340
  13. C. Paolino, L. Prono, F. Pareschi, M. Mangia, R. Rovatti, G. Setti (2020 ) A passive and low-complexity Compressed Sensing architecture based on a charge-redistribution SAR ADC, In: INTEGRATION, pp. 40-51, ISSN: 0167-9260
  14. L. Tarasova, S. Basso, D. Wendi, A. Viglione, R. Kumar, R. Merz (2020 ) A Process-Based Framework to Characterize and Classify Runoff Events: The Event Typology of Germany, In: WATER RESOURCES RESEARCH, ISSN: 0043-1397
  15. Stefano Ballesio, Fabio Castiglione, Enrico Fabrizio, Antonio Mastropietro (2020 ) A Reinforced Learning (RL) algorithm for optimal control of HVAC: Comparison with a standard PI control for the supermarket DOE reference building, In: Proceedings of Building Simulation 2019: the 16th Conference of IBPSA, pp. 1412-1419, ISBN: 978-1-7750520-1-2
  16. P. Mozgunov, M. Gasparini, T. Jaki (2020 ) A surface-free design for phase I dual-agent combination trials, In: STATISTICAL METHODS IN MEDICAL RESEARCH, pp. 3093-3109, ISSN: 0962-2802
  17. M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2020 ) Adapted Compressed Sensing: A Game Worth Playing, In: IEEE CIRCUITS AND SYSTEMS MAGAZINE, pp. 40-60, ISSN: 1531-636X
  18. Anke Meyer-base, Lia Morra, Marc Lobbes, Uwe Meyer-base, Katja Pinker (2020 ) AI-enhanced diagnosis of challenging lesions in breast MRI: a methodology and application primer, In: JOURNAL OF MAGNETIC RESONANCE IMAGING, ISSN: 1053-1807
  19. Francesco Luigi Milone, Alessandro Destefanis (2020 ) Airbnb Adoption Process from Home-Owners’ Perspective in Italian Market, In: Conference Proceedings, London United Kingdom Aug 20-21, 2020, Part X, pp. 1046-1056
  20. Anna Paola Muntoni, Andrea Pagnani, Martin Weigt, Francesco Zamponi (2020 ) Aligning biological sequences by exploiting residue conservation and coevolution, In: PHYSICAL REVIEW. E, pp. 062409, ISSN: 2470-0045
  21. Alessio Sacco, Matteo Flocco, Flavio Esposito, Guido Marchetto (2020 ) An architecture for adaptive task planning in support of IoT-based machine learning applications for disaster scenarios, In: COMPUTER COMMUNICATIONS, pp. 769-778, ISSN: 0140-3664
  22. Domenico Colucci, Lia Morra, Xiaoyang Zhang, Davide Fissore, Fabrizio Lamberti (2020 ) An automatic computer vision pipeline for the in-line monitoring of freeze-drying processes, In: COMPUTERS IN INDUSTRY, pp. 1-12, ISSN: 0166-3615
  23. Gianvito Urgese, Paolo Azzoni, Jan Van Deventer, Jerker Delsing, Enrico Macii (2020 ) An Engineering Process model for managing a digitalised life-cycle of products in the Industry 4.0, In: Proceedings of 2020 IEEE/IFIP Network Operations and Management Symposium (NOMS 2020)
  24. Elena Daraio, Luca Cagliero, Silvia Anna Chiusano, Paolo Garza, Giuseppe Ricupero (2020 ) An explainable data-driven approach to web directory taxonomy mapping, In: Knowledge-Based and Intelligent Information & Engineering Systems: Proceedings of the 24th International Conference KES2020, pp. 1101-1110
  25. Ali Safari Khatouni, Martino Trevisan, Danilo Giordano, Mohammad Rajiullah, Stefan Alfredsson, Anna Brunstrom, Cise Midoglu, Özgü Alay (2020 ) An Open Dataset of Operational Mobile Networks, In: MobiWac '20: Proceedings of the 18th ACM Symposium on Mobility Management and Wireless, pp. 83-90, ISBN: 9781450381192
  26. Francesco Della Santa, Maria Ferrara, Matteo Bilardo, Alessandro De Gregorio, Antonio Mastropietro, Ulderico Fugacci, Francesco Vaccarino, Enrico Fabrizio (2020 ) Application of Deep Learning to Design Renewable Energy Systems fo a Zero Energy Multifamily Building, In: Titolo volume non avvalorato
  27. Diego Aghi, Vittorio Mazzia, Marcello Chiaberge (2020 ) Autonomous Navigation in Vineyards with Deep Learning at the Edge, In: Advances in Service and Industrial Robotics, pp. 479-486, ISBN: 978-3-030-48988-5...
  28. Emanuele Pontoglio, Nives Grasso, Andrea Cagninei, Paolo Dabove, Carlo Camporeale, Andrea Maria Lingua (2020 ) Bathymetric detection of fluvial environments through UASs and machine learning systems, In: REMOTE SENSING, pp. 1-24, ISSN: 2072-4292
  29. Gianvito Urgese, Emanuele Parisi, Orazio Scicolone, Santa Di Cataldo, Elisa Ficarra (2020 ) BioSeqZip: a collapser of NGS redundant reads for the optimisation of sequence analysis, In: BIOINFORMATICS, ISSN: 1367-4803
  30. Tommaso Bradde, Stefano Grivet-talocia, Giuseppe C. Calafiore, Anton V. Proskurnikov, Zohaib Mahmood, Luca Daniel (2020 ) Bounded Input Dissipativity of Linearized Circuit Models, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 2064-2077, ISSN: 1549-8328
  31. E. Pastor, E. Baralis (2020 ) Bring Your Own Data to X-PLAIN, In: Proceedings of the ACM SIGMOD International Conference on Management of Data, pp. 2805-2808, ISBN: 9781450367356
  32. Thomas Favale, Francesca Soro, Martino Trevisan, Idilio Drago, Marco Mellia (2020 ) Campus Traffic and e-Learning during COVID-19 Pandemic, In: COMPUTER NETWORKS, ISSN: 1389-1286
  33. David Lun, Alberto Viglione, Miriam Bertola, Jürgen Komma, Juraj Parajka, Peter Valent, Günter Blöschl (2020 ) Characteristics and process controls of statistical flood moments in Europe – a data based analysis, In: HYDROLOGY AND EARTH SYSTEM SCIENCES DISCUSSIONS, ISSN: 1812-2116
  34. Luca Cagliero, Paolo Garza, Moreno La Quatra (2020 ) Combining Machine Learning and Natural Language Processing for Language-Specific, Multi-Lingual, and Cross-Lingual Text Summarization: A Wide-Ranging Overview, In: Trends and Applications of Text Summarization Techniques, pp. 1-31, ISBN: 9781522593737, 15...
  35. Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani, Mirko Pieropan (2020 ) Compressed sensing reconstruction using Expectation Propagation, In: JOURNAL OF PHYSICS. A, MATHEMATICAL AND THEORETICAL, pp. 184001, ISSN: 1751-8113
  36. Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino (2020 ) Computing invariants for multipersistence via spectral systems and effective homology, In: JOURNAL OF SYMBOLIC COMPUTATION, pp. 724-753, ISSN: 0747-7171
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  134. Andrea Atzeni, Fernando Dıaz, Francisco Lopez, Andrea Marcelli, Antonio Sanchez, Giovanni Squillero (2020 ) The Rise of Android Banking Trojans, In: IEEE POTENTIALS, pp. 13-18, ISSN: 0278-6648
  135. M. Kyriakidis, J. Sodnik, K. Stojmenova, A. B. Elvarsson, C. Pronello, N. Thomopoulos (2020 ) The role of human operators in safety perception of av deployment—insights from a large european survey, In: SUSTAINABILITY, pp. 1-24, ISSN: 2071-1050
  136. D. Sudholt, G. Squillero (2020 ) Theory and practice of population diversity in evolutionary computation, In: GECCO 2020 Companion - Proceedings of the 2020 Genetic and Evolutionary Computation Conference Companion, pp. 975-992, ISBN: 9781450371278
  137. Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli (2020 ) Towards Deep Unsupervised SAR Despeckling with Blind-Spot Convolutional Neural Networks, In: International Geoscience and Remote Sensing Symposium, IGARSS 2020, pp. 2507-2510
  138. Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis (2020 ) Training ensembles of faceted classification models for quantitative stock trading, In: COMPUTING, pp. 1213-1225, ISSN: 0010-485X
  139. Valentina Rappazzo, Cristina Pronello (2020 ) Travellers' Attitude Towards Road Pricing: a Comparison of Quali-Quantitative Segmentation Techniques, In: Proceedings of Transportation Research Board 99th Annual meeting
  140. Vittorio Mazzia, Lorenzo Comba, Aleem Khaliq, Marcello Chiaberge, Paolo Gay (2020 ) UAV and Machine Learning Based Refinement of a Satellite-Driven Vegetation Index for Precision Agriculture, In: SENSORS, pp. 2530, ISSN: 1424-8220
  141. Alessandro Zanco, Stefano Grivet-talocia, Tommaso Bradde, Marco De Stefano (2020 ) Uniformly Stable Parameterized Macromodeling through Positive Definite Basis Funtions, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1782-1794, ISSN: 2156-3950
  142. Carlos Henrique Gomes Ferreira, Fabricio Murai, Ana Paula Couto Da Silva, Jussara Marques De Almeida, Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia (2020 ) Unveiling Community Dynamics on Instagram Political Network, In: 12th ACM Conference on Web Science, pp. 231-240, ISBN: 9781450379892
  143. Vittorio Mazzia, Fred Daneshgaran, Marina Mondin (2020 ) Use of Deep Learning for Automatic Detection of Cracks in Tunnels, In: Progresses in Artificial Intelligence and Neural Systems, pp. 91-101, ISBN: 978-981-15-5092-8...
  144. Luca Vassio, Michele Garetto, Carla Fabiana Chiasserini, Emilio Leonardi (2020 ) User Interaction with Online Advertisements: Temporal Modeling and Optimization of Ads Placement, In: ACM TRANSACTIONS ON MODELING AND PERFORMANCE EVALUATION OF COMPUTING SYSTEMS, pp. 1-26, ISSN: 2376-3639
  145. Eliana Giovannitti, Giovanni Squillero, Tonda Alberto (2020 ) Virtual Measurement of the Backlash Gap in Industrial Manipulators, In: Proceedings SEMCCO 2019 & FANCCO 2019, pp. 189-200
  146. Thomas Favale, Martino Trevisan, Idilio Drago, Marco Mellia (2020 ) α-MON: Anonymized Passive Traffic Monitoring, In: Proceedings of the 2020 32nd International Teletraffic Congress (ITC 32), pp. 10-18, ISBN: 978-3-948377-02-1...

    2019 publications


  1. Martino Trevisan, Stefano Traverso, Eleonora Bassi, Marco Mellia (2019 ) 4 Years of EU Cookie Law: Results and Lessons Learned, In: PROCEEDINGS ON PRIVACY ENHANCING TECHNOLOGIES, pp. 126-145, ISSN: 2299-0984
  2. E. Fevola, A. Zanco, S. Grivet-talocia, T. Bradde, M. De Stefano (2019 ) A 3D passivity-based adaptive algorithm for automated parameterized macromodeling of electromagnetic structures, In: Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019, pp. 22-25, ISBN: 978-1-7281-0563-5
  3. Marta Lovino, Gianvito Urgese, Enrico Macii, Santa Di Cataldo, Elisa Ficarra (2019 ) A Deep Learning Approach to the Screening of Oncogenic Gene Fusions in Humans, In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, pp. 1-13, ISSN: 1422-0067
  4. L. Bonaria, M. Raganato, M. Sonza Reorda, G. Squillero (2019 ) A dynamic greedy test scheduler for optimizing probe motion in in-circuit testers, In: Proceedings of the European Test Symposium, pp. 1-2, ISBN: 978-1-7281-1173-5
  5. Luciano Prono, A. Marchioni, M. Mangia, F. Pareschi, R. Rovatti, G. Setti (2019 ) A High-level Implementation Framework for Non-Recurrent Artificial Neural Networks on FPGA, In: PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings, pp. 77-80, ISBN: 978-1-7281-3549-6
  6. A. S. Khatouni, F. Soro, D. Giordano (2019 ) A machine learning application for latency prediction in operational 4G networks, In: 2019 IFIP/IEEE Symposium on Integrated Network and Service Management, IM 2019, pp. 71-74, ISBN: 978-3-903176-15-7
  7. Francesco Ventura, Stefano Proto, Daniele Apiletti, Tania Cerquitelli, Simone Panicucci, Elena Baralis, Enrico Macii, Alberto Macii (2019 ) A new unsupervised predictive-model self-assessment approach that SCALEs, In: 2019 IEEE International Congress on Big Data, pp. 144-148, ISBN: 978-1-7281-2772-9
  8. H. A. H. Hassan, D. Renga, M. Meo, L. Nuaymi (2019 ) A Novel Energy Model for Renewable Energy-Enabled Cellular Networks Providing Ancillary Services to the Smart Grid, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 381-396, ISSN: 2473-2400
  9. S. Spinsante, L. Gioacchini, L. Scalise (2019 ) A novel experimental-based tool for the design of LoRa networks, In: 2019 IEEE International Workshop on Metrology for Industry 4.0 and IoT, MetroInd 4.0 and IoT 2019 - Proceedings, pp. 317-322, ISBN: 978-1-7281-0429-4
  10. Yi Qing Xiao, Stefano Grivet-talocia, Paolo Manfredi, Roni Khazaka (2019 ) A Novel Framework for Parametric Loewner Matrix Interpolation, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 2404-2417, ISSN: 2156-3950
  11. Carmine Paolino, F. Pareschi, M. Mangia, R. Rovatti, G. Setti (2019 ) A Practical Architecture for SAR-based ADCs with Embedded Compressed Sensing Capabilities, In: PRIME 2019 - 15th Conference on Ph.D. Research in Microelectronics and Electronics, Proceedings, pp. 133-136, ISBN: 978-1-7281-3549-6
  12. M. Ferrara, B. Monechi, G. Valenti, C. Liberto, M. Nigro, I. Biazzo (2019 ) A simulation tool for energy management of e-mobility in urban areas, In: MT-ITS 2019 - 6th International Conference on Models and Technologies for Intelligent Transportation Systems, pp. 1-7, ISBN: 978-1-5386-9484-8
  13. Alessandro Dralconzo, Idilio Drago, Andrea Morichetta, Marco Mellia, Pedro Casas (2019 ) A Survey on Big Data for Network Traffic Monitoring and Analysis, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 800-813, ISSN: 1932-4537
  14. Andrea Pasini, Elena Baralis, Paolo Garza, Davide Floriello, Michela Idiomi, Andrea Ortenzi, Simone Ricci (2019 ) Adaptive hierarchical clustering for petrographic image analysis, In: CEUR Workshop Proceedings
  15. Alessandro Gaballo, Matteo Flocco, Esposito Flavio, Guido Marchetto (2019 ) ADELE: An Architecture for Steering Traffic and Computations via Deep Learning in Challenged Edge Networks, In: 4th International Conference on Computing, Communications and Security (ICCCS), pp. 1-8, ISBN: 978-1-7281-0875-9
  16. Mirko Zaffaroni, Laura Lopez Fuentes, Alessandro Farasin, Paolo Garza, Harald Skinnemoen (2019 ) AI-Based Flood Event Understanding and Quantifying Using Online Media and Satellite Data, In: Multimedia Satellite Task Flood Severity Estimation, pp. 1-3
  17. E. Fevola, A. Zanco, S. Grivet-talocia, T. Bradde, M. De Stefano (2019 ) An Adaptive Algorithm for Fully Automated Extraction of Passive Parameterized Macromodels, In: 2019 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization, NEMO 2019, pp. 1-4, ISBN: 978-1-5386-9516-6
  18. Elisa Fevola, Alessandro Zanco, Stefano Grivet-talocia, Tommaso Bradde, Marco De Stefano (2019 ) An Adaptive Sampling Process for Automated Multivariate Macromodeling Based on Hamiltonian-Based Passivity Metrics, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1698-1711, ISSN: 2156-3950
  19. O. C. Akgun, M. Mangia, F. Pareschi, R. Rovatti, G. Setti, W. A. Serdijn (2019 ) An energy-efficient multi-sensor compressed sensing system employing time-mode signal processing techniques, In: Proceedings - IEEE International Symposium on Circuits and Systems, pp. 1-5, ISBN: 978-1-7281-0397-6
  20. Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero (2019 ) An Enhanced Evolutionary Technique for the Generation of Compact Reconfigurable Scan-Network Tests, In: JOURNAL OF CIRCUITS, SYSTEMS, AND COMPUTERS, ISSN: 0218-1266
  21. Stefano Berrone, Andrea Bonito, Rob Stevenson, Marco Verani (2019 ) An optimal adaptive fictitious domain method, In: MATHEMATICS OF COMPUTATION, pp. 2101-2134, ISSN: 1088-6842
  22. Agnese V. Ventrella, Esposito Flavio, Alessio Sacco, Matteo Flocco, Guido Marchetto, Gururajan Srikanth (2019 ) APRON: an Architecture for Adaptive Task Planning of Internet of Things in Challenged Edge Networks, In: 2019 IEEE 8th International Conference on Cloud Networking (CloudNet), pp. 1-6, ISBN: 978-172814832-8
  23. V. Peluso, M. Grimaldi, A. Calimera (2019 ) Arbitrary-Precision Convolutional Neural Networks on Low-Power IoT Processors, In: IEEE/IFIP International Conference on VLSI and System-on-Chip, VLSI-SoC, pp. 142-147, ISBN: 978-1-7281-3915-9
  24. Francesca Soro, Idilio Drago, Martino Trevisan, Marco Mellia, Joao Ceron, Jose J. Santanna (2019 ) Are Darknets All The Same? On Darknet Visibility for Security Monitoring, In: 2019 IEEE International Symposium on Local and Metropolitan Area Networks (LANMAN), pp. 1-6, ISBN: 978-1-7281-1434-7
  25. Lia Morra, Silvia Delsanto, Loredana Correale (2019 ) Artificial Intelligence in Medical Imaging. From Theory to Clinical Practice
  26. D. Floriello, A. Ortenzi, M. Idiomi, S. Ricci, A. Amendola, S. Carminati, E. Baralis, P. Garza, A. Pasini (2019 ) Automatic pore typing classification from 2D images, In: Offshore Mediterranean Conference and Exhibition 2019, OMC 2019
  27. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Maria Baralis (2019 ) Automating concept-drift detection by self-evaluating predictive model degradation
  28. Simone Pellegrino, Guido Perboli, Giovanni Squillero (2019 ) Balancing the equity-efficiency trade-off in personal income taxation: an evolutionary approach, In: ECONOMIA POLITICA, pp. 37-64, ISSN: 1120-2890
  29. Donkyu Baek, Yukai Chen, Alberto Bocca, Lorenzo Bottaccioli, Santa Di Cataldo, Valentina Gatteschi, Daniele Jahier Pagliari, Edoardo Patti, Gianvito Urgese, Naehyuck Chang, Alberto Macii, Enrico Macii, Paolo Montuschi, Massimo Poncino (2019 ) Battery-Aware Operation Range Estimation for Terrestrial and Aerial Electric Vehicles, In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, pp. 5471-5482, ISSN: 0018-9545
  30. G. Urgese, F. Barchi, E. Parisi, E. Forno, A. Acquaviva, E. Macii (2019 ) Benchmarking a many-core neuromorphic platform with an MPI-based DNA sequence matching algorithm, In: ELECTRONICS, pp. 1342, ISSN: 2079-9292
  31. Lia Morra, Fabrizio Lamberti (2019 ) Benchmarking unsupervised near-duplicate image detection, In: EXPERT SYSTEMS WITH APPLICATIONS, pp. 313-326, ISSN: 0957-4174
  32. Martino Trevisan (2019 ) Big Data for Traffic Monitoring and Management
  33. Lia Morra, Fabrizio Lamberti, Filippo Gabriele Prattico', Salvatore La Rosa, Paolo Montuschi (2019 ) Building trust in autonomous vehicles: Role of virtual reality driving simulators in HMI design, In: IEEE TRANSACTIONS ON VEHICULAR TECHNOLOGY, pp. 9438-9450, ISSN: 0018-9545
  34. Luca Cagliero, Silvia Anna Chiusano, Daraio Elena, Paolo Garza (2019 ) CarPredictor: forecasting the number of free floating car sharing vehicles within restricted urban areas, In: 2019 IEEE International Congress on Big Data, BigData Congress 2019, Milan, IT, July 8-13, 2019, pp. 72-76, ISBN: 978-1-7281-2772-9
  35. Cristina Pronello, Jean-baptiste Gaborieau, Valentina Rappazzo, Valerio Operti (2019 ) Case study on effects of the mandatory validation on bus commercial speed, In: EUROPEAN JOURNAL OF TRANSPORT AND INFRASTRUCTURE RESEARCH, pp. 43-59, ISSN: 1567-7141
  36. C. Pronello, J. B. Gaborieau, V. Rappazzo (2019 ) CASE STUDY ON EFFECTS OF THE MANDATORY VALIDATION ON BUS COMMERCIAL SPEED, In: Proceedings of the Transportation Research Board 98th Annual meeting
  37. Larisa Tarasova, Ralf Merz, Andrea Kiss, Stefano Basso, Günter Blöschl, Bruno Merz, Alberto Viglione, Stefan Plötner, Björn Guse, Andreas Schumann, Svenja Fischer, Bodo Ahrens, Faizan Anwar, András Bárdossy, Philipp Bühler, Uwe Haberlandt, Heidi Kreibich, Amelie Krug, David Lun, Hannes Müller-thomy, Ross Pidoto, Cristina Primo, Jochen Seidel, Sergiy Vorogushyn, Luzie Wietzke (2019 ) Causative classification of river flood events, In: WIRES. WATER, pp. e1353, ISSN: 2049-1948
  38. M. Mangia, A. Marchioni, F. Pareschi, R. Rovatti, G. Setti (2019 ) Chained Compressed Sensing for Iot Node Security, In: ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, pp. 7580-7584, ISBN: 978-1-4799-8131-1
  39. M. Mangia, A. Marchioni, F. Pareschi, R. Rovatti, G. Setti (2019 ) Chained Compressed Sensing: A Blockchain-Inspired Approach for Low-Cost Security in IoT Sensing, In: IEEE INTERNET OF THINGS JOURNAL, pp. 6465-6475, ISSN: 2327-4662
  40. Günter Blöschl, Julia Hall, Alberto Viglione, Rui A P Perdigão, Juraj Parajka, Bruno Merz, David Lun, Berit Arheimer, Giuseppe T Aronica, Ardian Bilibashi, Miloň Boháč, Ognjen Bonacci, Marco Borga, Ivan Čanjevac, Attilio Castellarin, Giovanni B Chirico, Pierluigi Claps, Natalia Frolova, Daniele Ganora, Liudmyla Gorbachova, Ali Gül, Jamie Hannaford, Shaun Harrigan, Maria Kireeva, Andrea Kiss, Thomas R Kjeldsen, Silvia Kohnová, Jarkko J Koskela, Ondrej Ledvinka, Neil Macdonald, Maria Mavrova-guirguinova, Luis Mediero, Ralf Merz, Peter Molnar, Alberto Montanari, Conor Murphy, Marzena Osuch, Valeryia Ovcharuk, Ivan Radevski, José L Salinas, Eric Sauquet, Mojca Šraj, Jan Szolgay, Elena Volpi, Donna Wilson, Klodian Zaimi, Nenad Živković (2019 ) Changing climate both increases and decreases European river floods, In: NATURE, ISSN: 0028-0836
  41. Andrea Morichetta, Martino Trevisan, Luca Vassio (2019 ) Characterizing Web Pornography Consumption from Passive Measurements, In: Lecture Notes in Computer Science, pp. 304-316, ISBN: 978-3-030-15985-6...
  42. Andrea Morichetta, Marco Mellia (2019 ) Clustering and evolutionary approach for longitudinal web traffic analysis, In: PERFORMANCE EVALUATION, pp. 102033, ISSN: 0166-5316
  43. Francesco Barchi, Gianvito Urgese, Enrico Macii, Andrea Acquaviva (2019 ) Code Mapping in Heterogeneous Platforms Using Deep Learning and LLVM-IR, In: Proceedings of 2019 56th ACM/ESDA/IEEE Design Automation Conference (DAC 2019), ISBN: 978-1-4503-6725-7
  44. Luca Cagliero, Giuseppe Attanasio, Paolo Garza, Elena Maria Baralis (2019 ) Combining news sentiment and technical analysis to predict stock trend reversal, In: IEEE ICDM 2019 Workshops Proceedings, pp. 514-521
  45. Giovanni Iacobello, Luca Ridolfi, Massimo Marro, Pietro Salizzoni, Stefania Scarsoglio (2019 ) Complex network analysis of wind tunnel experiments on the passive scalar dispersion in a turbulent boundary layer, In: Book of Abstracts - iTi CONFERENCE ON TURBULENCE VIII, pp. 65-66
  46. G. Iacobello, L. Ridolfi, M. Marro, P. Salizzoni, S. Scarsoglio (2019 ) Complex network analysis of wind tunnel experiments on the passive scalar dispersion in a turbulent boundary layer, In: Springer Proceedings in Physics, pp. 215-220, ISBN: 978-3-030-22195-9...
  47. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2019 ) Complex network characterization of Lagrangian mixing in a turbulent channel flow, In: 9th European Postgraduate Fluid Dynamics Conference Book of Abstracts
  48. Giovanni Iacobello, Stefania Scarsoglio, Hans Kuerten, Luca Ridolfi (2019 ) Complex network-based Lagrangian analysis of turbulent mixing in channel flows at different Reynolds numbers, In: Bulletin of the American Physical Society, pp. 813-813
  49. S. Callegari, M. Mangia, R. Rovatti, G. Setti (2019 ) Compressed Sensing of ΔΣ Streams, In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, pp. 835-838, ISBN: 978-1-7281-0996-1
  50. Karol Calo', Diego Gallo, Valentina Mazzi, Stefania Scarsoglio, Muhammad O. Khan, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2019 ) Computational hemodynamics & complex networks integrated platform to study intravascular flow in the carotid bifurcation, In: Proceedings of the 2019 Summer Biomechanics, Bioengineering, and Biotransport Conference, ISBN: 978-0-578-51234-1
  51. Andrea Guidolin, Jose Divasón, Ana Romero, Francesco Vaccarino (2019 ) Computing Multipersistence by Means of Spectral Systems, In: Proceedings of the 2019 on International Symposium on Symbolic and Algebraic Computation, pp. 195-202, ISBN: 9781450360845
  52. Claudio Siviero, Riccardo Trinchero, Stefano Grivet-talocia, Igor S. Stievano, Gianni Signorini, Mihai Telescu (2019 ) Constructive Signal Approximations for Fast Transient Simulation of Coupled Channels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 2087-2096, ISSN: 2156-3950
  53. L. Mocerino, A. Calimera (2019 ) CoopNet: Cooperative convolutional neural network for low-power MCUs, In: 2019 26th IEEE International Conference on Electronics, Circuits and Systems, ICECS 2019, pp. 414-417, ISBN: 978-1-7281-0996-1
  54. L Vassio, M Mellia (2019 ) Data Analysis and Modelling of Users' Behavior on the Web, In: IFIP/IEEE Symposium on Integrated Network and Service Management, pp. 665-670, ISBN: 978-1-7281-0618-2
  55. Ali Safari Khatouni, Martino Trevisan, Danilo Giordano (2019 ) Data-Driven Emulation of Mobile Access Networks, In: Proceedings of the 15th International Conference on Network and Service Management (CNSM), ISBN: 978-3-903176-24-9
  56. Francesco Ponzio, Gianvito Urgese, Elisa Ficarra, Santa Di Cataldo (2019 ) Dealing with Lack of Training Data for Convolutional Neural Networks: The Case of Digital Pathology, In: ELECTRONICS, ISSN: 2079-9292
  57. Vittorio Mazzia, Angelo Tartaglia, Marcello Chiaberge, Dario Gandini (2019 ) Deep Learning Algorithms for Complex Pattern Recognition in Ultrasonic Sensors Arrays, In: Machine Learning, Optimization, and Data Science, pp. 24-35, ISBN: 978-3-030-37598-0...
  58. Andrea Bordone Molini, Diego Valsesia, Giulia Fracastoro, Enrico Magli (2019 ) Deep Learning For Super-Resolution Of Unregistered Multi-Temporal Satellite Images, In: 2019 10th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), pp. 1-5, ISBN: 978-1-7281-5294-3
  59. Andrea Pasini, Elena Baralis (2019 ) Detecting Anomalies in Image Classification by Means of Semantic Relationships, In: Titolo volume non avvalorato, pp. 231-238, ISBN: 978-1-7281-1488-0
  60. D. Renga, M. Meo (2019 ) Dimensioning Renewable Energy Systems to Power Mobile Networks, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 366-380, ISSN: 2473-2400
  61. Mohammad Reza Kavoosifar, Daniele Apiletti, Elena Maria Baralis, Paolo Garza, Benoit Huet (2019 ) Effective video hyperlinking by means of enriched feature sets and monomodal query combinations, In: INTERNATIONAL JOURNAL OF MULTIMEDIA INFORMATION RETRIEVAL, ISSN: 2192-6611
  62. Mohammadamir Mansoori, Mario R. Casu (2019 ) Efficient FPGA Implementation of PCA Algorithm for Large Data using High Level Synthesis, In: Titolo volume non avvalorato, pp. 65-68, ISBN: 978-1-7281-3549-6
  63. Luca. Cagliero, Paolo Garza, Elena Baralis (2019 ) ELSA: A multilingual document summarization algorithm based on frequent itemsets and latent semantic analysis, In: ACM TRANSACTIONS ON INFORMATION SYSTEMS, pp. 1-33, ISSN: 1046-8188
  64. V. Peluso, A. Cipolletta, A. Calimera, M. Poggi, F. Tosi, S. Mattoccia (2019 ) Enabling Energy-Efficient Unsupervised Monocular Depth Estimation on ARMv7-Based Platforms, In: Proceedings of the 2019 Design, Automation and Test in Europe Conference and Exhibition, DATE 2019, pp. 1703-1708, ISBN: 978-3-9819263-2-3
  65. T. Bradde, P. Toledo, M. De Stefano, A. Zanco, S. Grivet-talocia, P. Crovetti (2019 ) Enabling fast power integrity transient analysis through parameterized small-signal macromodels, In: 2019 International Symposium on Electromagnetic Compatibility - EMC EUROPE, pp. 759-764, ISBN: 978-1-7281-0594-9
  66. Eliana Pastor, Elena Maria Baralis (2019 ) Enhancing Interpretability of Black Box Models by means of Local Rules
  67. Alessandro Destefanis, Elisabetta Raguseo, Emilio Paolucci, Paolo Neirotti, Andrea Panelli (2019 ) Estimating the impacts of Airbnb on the hotel industry: direct effects on performance and the moderating role of hotel location, In: IFKAD proceedings - Knowledge Ecosystems and Growth, ISBN: 978-88-96687-12-3
  68. Eliana Giovannitti, Luca Mannella, Marcelli Andrea, Giovanni Squillero (2019 ) Evolutionary Antivirus Signature Optimization, In: Proceeding of Congress on Evolutionary Computation, pp. 905-912, ISBN: 978-1-7281-2153-6
  69. Junnan Shan, Mario R. Casu, Jordi Cortadella, Luciano Lavagno, Mihai T. Lazarescu (2019 ) Exact and Heuristic Allocation of Multi-kernel Applications to Multi-FPGA Platforms, In: Proceedings of the 56th Annual Design Automation Conference 2019, pp. 1-6, ISBN: 9781450367257
  70. G. Iacobello, M. Marro, L. Ridolfi, P. Salizzoni, S. Scarsoglio (2019 ) Experimental investigation of vertical turbulent transport of a passive scalar in a boundary layer: Statistics and visibility graph analysis, In: PHYSICAL REVIEW FLUIDS, ISSN: 2469-990X
  71. E. Pastor, E. Baralis (2019 ) Explaining black box models by means of local rules, In: Proceedings of the ACM Symposium on Applied Computing, pp. 510-517, ISBN: 9781450359337
  72. Ilaria Roberti, Marta Lovino, Santa Di Cataldo, Elisa Ficarra, Gianvito Urgese (2019 ) Exploiting Gene Expression Profiles for the Automated Prediction of Connectivity between Brain Regions, In: INTERNATIONAL JOURNAL OF MOLECULAR SCIENCES, ISSN: 1422-0067
  73. T. Cerquitelli, G. Malnati, D. Apiletti (2019 ) Exploiting scalable machine-learning distributed frameworks to forecast power consumption of buildings, In: ENERGIES, pp. 2933-2950, ISSN: 1996-1073
  74. Tania Cerquitelli, Evelina Di Corso, Stefano Proto, Alfonso Capozzoli, Fabio Bellotti, Maria Giovanna Cassese, Elena Maria Baralis, Marco Mellia, Silvia Casagrande, Martina Tamburini (2019 ) Exploring energy performance certificates through visualization, In: Proceedings of the Workshops of the EDBT/ICDT 2019 Joint Conference,EDBT/ICDT 2019, Lisbon, Portugal, March 26, 2019.
  75. S. Berrone, A. D’auria, F. Vicini (2019 ) Fast and robust flow simulations in discrete fracture networks with GPGPUs, In: GEM, ISSN: 1869-2672
  76. Sahib Khan, Tiziano Bianchi (2019 ) Fast Image Clustering Based on Camera Fingerprint Ordering, In: 2019 IEEE International Conference on Multimedia and Expo (ICME), pp. 766-771, ISBN: 978-1-5386-9552-4
  77. Flavio Giobergia, Elena Maria Baralis (2019 ) Fast Self-Organizing Maps Training, In: 2019 IEEE International Conference on Big Data, pp. 2257-2266
  78. Francesco Barchi, Gianvito Urgese, Alessandro Siino, Santa Di Cataldo, Enrico Macii, Andrea Acquaviva (2019 ) Flexible on-line reconfiguration of multi-core neuromorphic platforms, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, ISSN: 2168-6750
  79. Andrea Acquaviva, Daniele Apiletti, Antonio Attanasio, Elena Maria Baralis, Lorenzo Bottaccioli, Tania Cerquitelli, Silvia Anna Chiusano, Enrico Macii, Edoardo Patti (2019 ) Forecasting Heating Consumption in Buildings: A Scalable Full-Stack Distributed Engine, In: ELECTRONICS, pp. 1-31, ISSN: 2079-9292
  80. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2019 ) Free floating electric car sharing design: Data driven optimisation, In: PERVASIVE AND MOBILE COMPUTING, pp. 59-75, ISSN: 1574-1192
  81. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2019 ) Free Floating Electric Car Sharing: A Data Driven Approach for System Design, In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pp. 1-13, ISSN: 1524-9050
  82. I. Biazzo, B. Monechi, V. Loreto (2019 ) General scores for accessibility and inequality measures in urban areas, In: ROYAL SOCIETY OPEN SCIENCE, pp. 190979, ISSN: 2054-5703
  83. G. Vallero, D. Renga, M. Meo, M. A. Marsan (2019 ) Greener RAN operation through machine learning, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, ISSN: 1932-4537
  84. D. Markudova, E. Baralis, L. Cagliero, M. Mellia, L. Vassio, E. Amparore, R. Loti, L. Salvatori (2019 ) Heterogeneous industrial vehicle usage predictions: A real case, In: CEUR Workshop Proceedings, pp. 1-6
  85. Alessandro Zanco, Stefano Grivet-talocia (2019 ) High-Dimensional Parameterized Macromodeling with Guaranteed Stability, In: 2019 IEEE 28th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 1-3, ISBN: 978-1-7281-4585-3
  86. Mohammadamir Mansoori, Mario R. Casu (2019 ) HLS-Based Flexible Hardware Accelerator for PCA Algorithm on a Low-Cost ZYNQ SoC, In: Proceedings of 2019 IEEE Nordic Circuits and Systems Conference, NORCAS 2019: NORCHIP and International Symposium of System-on-Chip, SoC 2019, pp. 1-7, ISBN: 978-1-7281-2769-9
  87. M. Meo, D. Renga, M. T. Sarti (2019 ) Household users cooperation to reduce cost in green mobile networks, In: INTELEC, International Telecommunications Energy Conference (Proceedings), pp. 1-8, ISBN: 02750473
  88. Luca Vassio (2019 ) Human Behaviour on the Web: Evolution, Interactions and Exploitation, In: International Workshop on Social Media World Sensors, pp. 3-4, ISBN: 9781450369039
  89. C. Pronello (2019 ) I servizi di mobilità condivisa (shared mobility services) e l’evoluzione tecnologica, In: POLITICHE PIEMONTE, pp. 24-30, ISSN: 2279-5030
  90. D. Valsesia, G. Fracastoro, E. Magli (2019 ) Image Denoising with Graph-Convolutional Neural Networks, In: Proceedings - International Conference on Image Processing, ICIP, pp. 2399-2403, ISBN: 978-1-5386-6249-6
  91. P. Manfredi, S. Grivet-talocia (2019 ) Improved Stochastic Macromodeling of Electrical Circuits via Rational Polynomial Chaos Expansions, In: 2019 Joint International Symposium on Electromagnetic Compatibility, Sapporo and Asia-Pacific International Symposium on Electromagnetic Compatibility, EMC Sapporo/APEMC 2019, pp. 511-514, ISBN: 978-4-8855-2322-9
  92. Vittorio Mazzia, Aleem Khaliq, Marcello Chiaberge (2019 ) Improvement in Land Cover and Crop Classification based on Temporal Features Learning from Sentinel-2 Data Using Recurrent-Convolutional Neural Network (R-CNN), In: APPLIED SCIENCES, pp. 238-260, ISSN: 2076-3417
  93. M. Bertola, A. Viglione, G. Bloschl (2019 ) Informed attribution of flood changes to decadal variation of atmospheric, catchment and river drivers in Upper Austria, In: JOURNAL OF HYDROLOGY, pp. 123919, ISSN: 0022-1694
  94. Araks Martirosyan, Marco Del Giudice, Chiara Enrico Bena, Andrea Pagnani, Carla Bosia, Andrea De Martino (2019 ) Kinetic modelling of competition and depletion of shared miRNAs by competing endogenous RNAs, In: Methods in Molecular Biology, pp. 367-409, ISBN: 978-1-4939-8981-2...
  95. A. Mantelero (2019 ) La privacy all'epoca dei Big Data, In: I dati personali nel diritto europeo, pp. 1181-1212, ISBN: 978-88-921-1274-2
  96. Giovanni Iacobello, Stefania Scarsoglio, Hans Kuerten, Luca Ridolfi (2019 ) Lagrangian mixing in wall-bounded turbulence: a network perspective, In: Book of Abstracts - 17th European Turbulence Conference
  97. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2019 ) Lagrangian network analysis of turbulent mixing, In: JOURNAL OF FLUID MECHANICS, pp. 546-562, ISSN: 0022-1120
  98. L. Kuil, G. Carr, A. Prskawetz, J. L. Salinas, A. Viglione, G. Bloschl (2019 ) Learning from the Ancient Maya: Exploring the Impact of Drought on Population Dynamics, In: ECOLOGICAL ECONOMICS, pp. 1-16, ISSN: 0921-8009
  99. D. Valsesia, G. Fracastoro, E. Magli (2019 ) Learning localized generative models for 3D point clouds via graph convolution, In: 7th International Conference on Learning Representations, ICLR 2019
  100. Andrea Morichetta, Marco Mellia (2019 ) LENTA: Longitudinal Exploration for Network Traffic Analysis from Passive Data, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 814-827, ISSN: 1932-4537
  101. Alessio Sacco, Flavio Esposito, Princewill Okorie, Guido Marchetto (2019 ) LiveMicro: An Edge Computing System for Collaborative Telepathology, In: 2nd USENIX Workshop on Hot Topics in Edge Computing (HotEdge 19), pp. 1-6
  102. S. Spinsante, A. Poli, S. Pirani, L. Gioacchini (2019 ) LoRa Evaluation in Mobility Conditions for a Connected Smart Shoe Measuring Physical Activity, In: 2019 IEEE International Symposium on Measurements and Networking, M and N 2019 - Proceedings, pp. 1-5, ISBN: 978-1-7281-1273-2
  103. P. Mozgunov, T. Jaki, M. Gasparini (2019 ) Loss functions in restricted parameter spaces and their Bayesian applications, In: JOURNAL OF APPLIED STATISTICS, pp. 2314-2337, ISSN: 0266-4763
  104. Golnaz Zargarian, L Vassio, Maurizio Munafo, M Mellia (2019 ) Mining Patterns in Mobile Network Logs, In: IFIP/IEEE Symposium on Integrated Network and Service Management, pp. 1-6, ISBN: 978-1-7281-0618-2
  105. J. Parajka, N. Bezak, J. Burkhart, B. Hauksson, L. Holko, Y. Hundecha, M. Jenicek, P. Krajci, W. Mangini, P. Molnar, P. Riboust, J. Rizzi, A. Sensoy, G. Thirel, A. Viglione (2019 ) Modis snowline elevation changes during snowmelt runoff events in Europe, In: JOURNAL OF HYDROLOGY AND HYDROMECHANICS, pp. 101-109, ISSN: 0042-790X
  106. Alberto Bartoli, Andrea De Lorenzo, Eric Medvet, Giovanni Squillero (2019 ) Multi-level diversity promotion strategies for Grammar-guided Genetic Programming, In: APPLIED SOFT COMPUTING, ISSN: 1568-4946
  107. Mauro Cociglio, Giuseppe Fioccola, Guido Marchetto, Amedeo Sapio, Riccardo Sisto (2019 ) Multipoint passive monitoring in packet networks, In: IEEE-ACM TRANSACTIONS ON NETWORKING, pp. 2377-2390, ISSN: 1063-6692
  108. Fabrizio Lamberti, Federico Manuri, Andrea Sanna (2019 ) Multivariate visualization by scatterplots, In: Encyclopedia of Computer Graphics and Games, pp. 1-12, ISBN: 978-3-319-08234-9
  109. Stefania Scarsoglio, Giovanni Iacobello, Luca Ridolfi, Massimo Marro, Pietro Stefano Salizzoni (2019 ) Network-based characterization of passive-scalar plume dynamics in a turbulent boundary layer, In: 17th Book of Abstracts of the European Turbulence Conference
  110. Anna Paola Muntoni, Rafael Díaz Hernández Rojas, Alfredo Braunstein, Andrea Pagnani, Isaac Pérez Castillo (2019 ) Nonconvex image reconstruction via expectation propagation, In: PHYSICAL REVIEW. E, pp. 032134, ISSN: 2470-0053
  111. T. Wendt, C. Yang, C. Schuster, S. Grivet-talocia (2019 ) Numerical complexity study of solving hybrid multiport field-circuit problems for diode grids, In: Proceedings of the 2019 21st International Conference on Electromagnetics in Advanced Applications, ICEAA 2019, pp. 90-93, ISBN: 978-1-7281-0563-5
  112. Aleksa Damljanovic, Giovanni Squillero, Cemil Cem Gursoy, Maksim Jenihhin (2019 ) On NBTI-induced Aging Analysis in IEEE 1687 Reconfigurable Scan Networks, In: Proceedings - 2019 IFIP/IEEE International Conference on Very Large Scale Integration
  113. A. Zanco, S. Grivet-talocia, T. Bradde, M. De Stefano (2019 ) On stabilization of parameterized macromodeling, In: 2019 IEEE 23rd Workshop on Signal and Power Integrity, SPI 2019 - Proceedings, pp. 1-4, ISBN: 978-1-5386-8342-2
  114. Giuseppe Siracusano, Martino Trevisan, Roberto Gonzalez, Roberto Bifulco (2019 ) On the Application of NLP to Discover Relationships between Malicious Network Entities
  115. Martino Trevisan, Idilio Drago, Marco Mellia (2019 ) PAIN: A Passive Web Performance Indicator for ISPs, In: COMPUTER NETWORKS, pp. 115-126, ISSN: 1389-1286
  116. Stefano Berrone, Stefano Scialo', Fabio Vicini (2019 ) Parallel meshing, discretization and computation of flow in massive discrete fracture networks, In: SIAM JOURNAL ON SCIENTIFIC COMPUTING, pp. 317-338, ISSN: 1064-8275
  117. Moreno La Quatra, Luca Cagliero, Elena Maria Baralis (2019 ) Poli2Sum@ CL-SciSumm-19: Identify, Classify, and Summarize Cited Text Spans by means of Ensembles of Supervised Models, In: Proceedings of the 4th Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2019), pp. 233-246
  118. Aleksa Damljanovic, Artur Jutman, Giovanni Squillero, Anton Tsertov (2019 ) Post-Silicon Validation of IEEE 1687 Reconfigurable Scan Networks, In: Proceedings - 2019 IEEE European Test Symposium (ETS)
  119. Gaelle Saint-hilary, Valentine Barboux, Matthieu Pannaux, Mauro Gasparini, Veronique Robert, Gianluca Mastrantonio (2019 ) Predictive probability of success using surrogate endpoints, In: STATISTICS IN MEDICINE, pp. 1753-1774, ISSN: 0277-6715
  120. Stefano Proto, Francesco Ventura, Daniele Apiletti, Tania Cerquitelli, Elena Maria Baralis, Enrico Macii, Alberto Macii (2019 ) PREMISES, a scalable data-driven service to predict alarms in slowly-degrading multi-cycle industrial processes, In: 2019 IEEE International Congress on Big Data, pp. 139-143, ISBN: 978-1-7281-2772-9
  121. Thomas Favale, Marco Mellia, Idilio Drago, Martino Trevisan (2019 ) Privacy-preserving network monitoring at high-speed, In: ACM IMC 2019
  122. Sofia Fellini, Pietro Salizzoni, Lionel Soulhac, Luca Ridolfi (2019 ) Propagation of toxic substances in the urban atmosphere: A complex network perspective, In: ATMOSPHERIC ENVIRONMENT, pp. 291-301, ISSN: 1352-2310
  123. Giuseppe Attanasio, Luca Cagliero, Paolo Garza, Elena Baralis (2019 ) Quantitative cryptocurrency trading: exploring the use of machine learning techniques, In: Proceedings of the 5th workshop on data science for macro-modeling with financial and economic datasets, pp. 1-6, ISBN: 9781450368230
  124. P. Manfredi, S. Grivet-talocia (2019 ) Rational Polynomial Chaos Expansions for the Stochastic Macromodeling of Network Responses, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 225-234, ISSN: 1549-8328
  125. Sahib Khan, Tiziano Bianchi (2019 ) Reduced Complexity Image Clustering Based on Camera Fingerprints, In: ICASSP 2019 - 2019 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pp. 2682-2688, ISBN: 978-1-4799-8131-1
  126. Aleem Khaliq, Vittorio Mazzia, Marcello Chiaberge (2019 ) Refining satellite imagery by using UAV imagery for vineyard environment: A CNN Based approach, In: 2019 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), pp. 25-29, ISBN: 978-1-7281-3611-0
  127. S. Berrone, A. Borio, F. Vicini (2019 ) Reliable a posteriori mesh adaptivity in discrete fracture network flow simulations, In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, pp. 904-931, ISSN: 0045-7825
  128. T. Bjoerklund, A. Fiandrotti, M. Annarumma, G. Francini, E. Magli (2019 ) Robust license plate recognition using neural networks trained on synthetic images, In: PATTERN RECOGNITION, pp. 134-146, ISSN: 0031-3203
  129. Martino Trevisan, Idilio Drago (2019 ) Robust URL Classification With Generative Adversarial Networks, In: PERFORMANCE EVALUATION REVIEW, pp. 143-146, ISSN: 0163-5999
  130. Lidia Sacchetto, Mauro Gasparini (2019 ) ROC curves with binary multivariate data, In: CLADAG 2019 Book of Short Papers, pp. 420-423, ISBN: 978-88-8317-108-6
  131. Diego Valsesia, Giulia Fracastoro, Enrico Magli (2019 ) Sampling of graph signals via randomized local aggregations, In: IEEE TRANSACTIONS ON SIGNAL AND INFORMATION PROCESSING OVER NETWORKS, pp. 348-359, ISSN: 2373-776X
  132. Aleksa Damljanovic, Artur Jutman, Michele Portolan, Sanchez Ernesto, Giovanni Squillero, Anton Tsertov (2019 ) Simulation-based Equivalence Checking between IEEE 1687 ICL and RTL, In: Proceedings - 2019 IEEE International Test Conference (ITC)
  133. Federico Manuri, Andrea Sanna, Fabrizio Lamberti (2019 ) Single view vs. multiple views scatterplots, In: INTERNATIONAL JOURNAL OF ELECTRICAL AND COMPUTER ENGINEERING, pp. 1426-1436, ISSN: 2088-8708
  134. A. P. Couto Da Silva, D. Renga, M. Meo, M. Ajmone Marsan (2019 ) Small Solar Panels Can Drastically Reduce the Carbon Footprint of Radio Access Networks, In: Proceedings of the 31st International Teletraffic Congress, ITC 2019, pp. 64-65, ISBN: 978-0-9883045-7-4
  135. Alessandro Gaballo, Matteo Flocco, Flavio Esposito, Guido Marchetto (2019 ) Steering Traffic via Recurrent Neural Networks in Challenged Edge Scenarios, In: International Conference on Network and Service Management (CNSM), pp. 1-5, ISBN: 978-3-903176-24-9
  136. Giuseppe Bianchi, Claudio Bianc, Mauro Boldi, Raffaele Bolla, Olivier Le Grand, Michela Meo, Joel Penhoat, Daniela Renga (2019 ) Sustainability, a Key Issue of 5G Network Ecosystem, In: The 5G Italy Book 2019: a Multiperspective View of 5G, pp. 59-92, ISBN: 9788832170030
  137. Luciano Bonaria, Maurizio Raganato, Giovanni Squillero, Matteo Sonza Reorda (2019 ) Test-Plan Optimization for Flying-Probes In-Circuit Testers, In: 2019 IEEE International Test Conference in Asia (ITC-Asia), pp. 19-24, ISBN: 978-1-7281-4718-5
  138. Alessandro Destefanis, Paolo Neirotti, Elisabetta Raguseo (2019 ) The impact of Airbnb on the hotels’ economic performance: An empirical investigation of the moderating effects, In: Titolo volume non avvalorato
  139. Elena Facco, Andrea Pagnani, Elena Tea Russo, Alessandro Laio (2019 ) The intrinsic dimension of protein sequence evolution, In: PLOS COMPUTATIONAL BIOLOGY, pp. e1006767, ISSN: 1553-734X
  140. Zied Ben Houidi, Giuseppe Scavo, Stefano Traverso, Renata Teixeira, Marco Mellia, Soumen Ganguly (2019 ) The News We Like Are Not the News We Visit: News Categories Popularity in Usage Data, In: THE 13TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-2019), pp. 1-12
  141. M. H. Barendrecht, A. Viglione, H. Kreibich, B. Merz, S. Vorogushyn, G. Blöschl (2019 ) The Value of Empirical Data for Estimating the Parameters of a Sociohydrological Flood Risk Model, In: WATER RESOURCES RESEARCH, ISSN: 0043-1397
  142. Stefano Berrone, Matias Fernando Benedetto, Andrea Borio, Sandra Pieraccini, Stefano Scialo' (2019 ) The Virtual Element Method for the Transport of Passive Scalars in Discrete Fracture Networks, In: Numerical Mathematics and Advanced Applications ENUMATH 2017, pp. 501-508, ISBN: 978-3-319-96414-0
  143. Paola F. Antonietti, Stefano Berrone, Marco Verani, Steffen Weisser (2019 ) The Virtual Element Method on Anisotropic Polygonal Discretizations, In: Numerical Mathematics and Advanced Applications ENUMATH 2017, pp. 725-733, ISBN: 978-3-319-96414-0...
  144. Tania Cerquitelli, Stefano Proto, Francesco Ventura, Daniele Apiletti, Elena Maria Baralis (2019 ) Towards a real-time unsupervised estimation of predictive model degradation, In: Proceedings of the International Workshop on Real-Time Business Intelligence and Analytics, BIRTE 2019, Los Angeles, CA, USA, August 26, 2019, ISBN: 978-1-4503-7660-0
  145. Antonio Attanasio, Marco Piscitelli, Silvia Chiusano, Alfonso Capozzoli, Tania Cerquitelli (2019 ) Towards an Automated, Fast and Interpretable Estimation Model of Heating Energy Demand: A Data-Driven Approach Exploiting Building Energy Certificates, In: ENERGIES, pp. 1273-1297, ISSN: 1996-1073
  146. Evelina Di Corso, Stefano Proto, Tania Cerquitelli, Silvia Anna Chiusano (2019 ) Towards automated visualisation of scientic literature, In: New Trends in Databases and Information Systems, {ADBIS} 2019 Short Papers, Workshops BBIGAP, QAUCA, SemBDM, SIMPDA, M2P, MADEISD, and Doctoral Consortium, Bled, Slovenia, September 8-11, 2019, Proceedings, pp. 28-36, ISBN: 978-3-030-30277-1
  147. Martino Trevisan, Luca Vassio, Idilio Drago, Marco Mellia, Fabricio Murai, Flavio Figueiredo, Ana Paula Couto Da Silva, Jussara M. Almeida (2019 ) Towards Understanding Political Interactions on Instagram, In: Proceedings of the 30th ACM Conference on Hypertext and Social Media, pp. 247-251, ISBN: 9781450368858
  148. Matteo Nisi, Daniela Renga, Daniele Apiletti, Danilo Giordano, Tao Huang, Yang Zhang, Marco Mellia, Elena Maria Baralis (2019 ) Transparently mining data from a medium-voltage distribution network: a prognostic-diagnostic analysis, In: 2019 Workshops of the EDBT/ICDT Joint Conference
  149. C. Pronello (2019 ) Transports soutenables et mobilités urbaines : les défis du transport en commun, In: Ecocity, Knowledge city, Smart city: vers une ville écosoutenable ?, pp. 103-115, ISBN: 978-2-7574-2460-5
  150. Thomas Desvignes, Phillipe Loher, Karen Eilbeck, Jeffery Ma, Gianvito Urgese, Bastian Fromm, Jason Sydes, Ernesto Aparicio-puerta, Victor Barrera, Roderic Espin, Eric Londin, Aristeidis G Telonis, Elisa Ficarra, Marc R Friedlander, John H Postlethwait, Isidore Rigoutsos, Michael Hackenberg, Ioannis S Vlachos, Marc K. Halushka, Lorena Pantano (2019 ) Unification of miRNA and isomiR research: the mirGFF3 format and the mirtop API, In: BIOINFORMATICS, pp. 698-703, ISSN: 1367-4811
  151. Alessandro Farasin, Giovanni Nini, Paolo Garza, Claudio Rossi (2019 ) Unsupervised Burned Area Estimation through Satellite Tiles: A multimodal approach by means of image segmentation over remote sensing imagery, In: CEUR Workshop Proceedings, pp. 1-10
  152. C. Pronello (2019 ) Validation of a unidimensional and probabilistic measurement scale for proenvironmental behaviour by travellers, In: TRANSPORTATION, ISSN: 0049-4488
  153. T. Cerquitelli, E. Di Corso, S. Proto, A. Capozzoli, D. Mazzarelli, A. Nasso, E. Baralis, M. Mellia, S. Casagrande, M. Tamburini (2019 ) Visualising high-resolution energy maps through the exploratory analysis of energy performance certificates, In: SEST 2019 - 2nd International Conference on Smart Energy Systems and Technologies, pp. 1-6, ISBN: 978-1-7281-1156-8
  154. L. Vassio, Z. -l. Zhang, S. -j. Lee (2019 ) Workshop WAIN: Welcome message, In: PERFORMANCE EVALUATION REVIEW, pp. V, ISSN: 0163-5999

    2018 publications


  1. Carla Sciarra, Guido Chiarotti, Francesco Laio, Luca Ridolfi (2018 ) A change of perspective in network centrality, In: SCIENTIFIC REPORTS, ISSN: 2045-2322
  2. Elena Baralis, Paolo Garza, Eliana Pastor (2018 ) A Density-based Preprocessing Technique to Scale Out Clustering, In: Proceedings of the 2018 IEEE International Conference on Big Data (Big Data), pp. 2078-2087, ISBN: 978-1-5386-5035-6
  3. C. Siviero, I. S. Stievano, S. Grivet-talocia, G. Signorini, M. Telescu (2018 ) A Fast Channel Simulation Framework Based on Hierarchical Waveform Representations, In: 2018 IEEE 27th Conference on Electrical Performance of Electronic Packaging and Systems (EPEPS), pp. 141-143, ISBN: 978-1-5386-9303-2...
  4. M. De Stefano, S. Grivet-talocia, T. Bradde, A. Zanco (2018 ) A Framework for the Generation of Guaranteed Stable Small-Signal Bias-Dependent Behavioral Models, In: 2018 13th European Microwave Integrated Circuits Conference (EuMIC), pp. 142-145, ISBN: 978-2-87487-052-1
  5. Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero (2018 ) A New Technique to Generate Test Sequences for Reconfigurable Scan Networks, In: Proceedings - 2018 IEEE International Test Conference (ITC), pp. 1-9
  6. Evelina Forno, Andrea Acquaviva, Kobayashi Yuki, Enrico Macii, Gianvito Urgese (2018 ) A Parallel Hardware Architecture For Quantum Annealing Algorithm Acceleration, In: Proceedings of IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC 2018), ISBN: 978-1-5386-4756-1
  7. T. Bradde, S. Grivet-talocia, M. De Stefano, A. Zanco (2018 ) A Scalable Reduced-Order Modeling Algorithm for the Construction of Parameterized Interconnect Macromodels from Scattering Responses, In: 2018 IEEE Symposium on Electromagnetic Compatibility, Signal Integrity and Power Integrity (EMC, SI & PI), pp. 650-655, ISBN: 978-1-5386-6621-0
  8. Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero (2018 ) A Semi-Formal Technique to Generate Effective Test Sequences for Reconfigurable Scan Networks, In: Proceedings - 2nd IEEE International Test Conference in Asia, ITC-Asia 2018, ISBN: 978-1-5386-5180-3
  9. Azadeh Faroughi, Reza Javidan, Marco Mellia, Andrea Morichetta, Francesca Soro, Martino Trevisan (2018 ) Achieving Horizontal Scalability in Density-based Clustering for URLs, In: Proceedings of the 2018 IEEE International Conference on Big Data, pp. 3841-3846, ISBN: 978-1-5386-5035-6
  10. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Adaptive Matrix Design for Boosting Compressed Sensing, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. I, REGULAR PAPERS, pp. 1016-1027, ISSN: 1549-8328
  11. L. Cagliero, P. Garza, Andrea Pasini, E. Baralis (2018 ) Additional reviewer assignment by means of weighted association rules, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, ISSN: 2168-6750
  12. Mauro Mangia, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Administering quality-energy trade-off in IoT sensing applications by means of adapted compressed sensing, In: IEEE JOURNAL OF EMERGING AND SELECTED TOPICS IN CIRCUITS AND SYSTEMS, pp. 895-907, ISSN: 2156-3357
  13. Alessandro Mantelero (2018 ) AI and Big Data: a blueprint for a human rights, social and ethical impact assessment, In: COMPUTER LAW & SECURITY REPORT, pp. 754-772, ISSN: 0267-3649
  14. Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Maria Baralis, Michele Osella, Enrico Giovanni Ferro (2018 ) An empirical comparison of knowledge graph embeddings for item recommendation, In: Workshop on Deep Learning for Knowledge Graphs and Semantic Technologies 2018
  15. Riccardo Cantoro, Luigi San Paolo, Matteo Sonza Reorda, Giovanni Squillero (2018 ) An evolutionary technique for reducing the duration of reconfigurable scan network test, In: Proceedings - 21st IEEE International Symposium on Design and Diagnostics of Electronic Circuits and Systems, DDECS 2018, pp. 129-134, ISBN: 9781538657546
  16. Luca Grassano, Guido Pagana, Marco Daperno, Enrico Bibbona, Mauro Gasparini (2018 ) Asymptotic distributions of kappa statistics and their differences with many raters, many rating categories and two conditions, In: BIOMETRICAL JOURNAL, pp. 146-154, ISSN: 0323-3847
  17. P. García-sánchez, Alberto Tonda, Antonio M. Mora, Giovanni Squillero, Juan J. Merelo (2018 ) Automated Playtesting in Collectible Card Games using Evolutionary Algorithms: a Case Study in HearthStone, In: KNOWLEDGE-BASED SYSTEMS, ISSN: 0950-7051
  18. Martino Trevisan, Idilio Drago, Marco Mellia, Han Hee Song, Mario Baldi (2018 ) AWESoME: Big Data for Automatic Web Service Management in SDN, In: IEEE TRANSACTIONS ON NETWORK AND SERVICE MANAGEMENT, pp. 13-26, ISSN: 1932-4537
  19. Stefano Grivet Talocia, Riccardo Trinchero (2018 ) Behavioral, Parameterized, and Broadband Modeling of Wired Interconnects with Internal Discontinuities, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 77-85, ISSN: 0018-9375
  20. Idilio Drago, Marco Mellia, Alessandro D’alconzo (2018 ) Big Data in Computer Network Monitoring, In: Encyclopedia of Big Data Technologies, pp. 1-8, ISBN: 978-3-319-63962-8...
  21. Stefano Grivet-talocia (2018 ) Bivariate macromodeling with guaranteed uniform stability and passivity, In: Electrical Performance of Electronic Packaging and Systems (EPEPS), 2017 IEEE 26th Conference on, pp. 1-3, ISBN: 978-1-5386-3631-2
  22. Sanda Lefteriu, Stefano Grivet-talocia (2018 ) Broadband modeling of passive components via augmented equivalent circuit models, In: 2018 IEEE MTT-S International Conference on Numerical Electromagnetic and Multiphysics Modeling and Optimization (NEMO), pp. 1-4, ISBN: 978-1-5386-5204-6
  23. Daraio Elena, Evelina Di Corso, Tania Cerquitelli, Silvia Anna Chiusano (2018 ) Characterizing Air-Quality Data Through Unsupervised Analytics Methods, In: New Trends in Databases and Information Systems - ADBIS 2018 ShortPapers and Workshops, AI*QA, BIGPMED, CSACDB, M2U, BigDataMAPS, ISTREND,DC, Budapest, Hungary, September, 2-5, 2018, Proceedings, pp. 205-217, ISBN: 978-3-030-00062-2
  24. Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero, Elena Baralis (2018 ) Characterizing situations of dock overload in bicycle sharing stations, In: APPLIED SCIENCES, pp. 2521, ISSN: 2076-3417
  25. Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio (2018 ) Characterizing unpredictable patterns in Wireless Sensor Network data, In: INFORMATION SCIENCES, pp. 149-162, ISSN: 0020-0255
  26. Alessandro Mantelero (2018 ) Ciudadanía y gobernanza digital entre política, ética y derecho, In: Sociedad Digital y Derecho, pp. 153-171, ISBN: 978-84-340-2483-0
  27. Jesus Gonzalez-feliu, Cristina Pronello, Josep Maria Salanova Grau, Paulius Skačkauskas (2018 ) COLLABORATION AND URBAN TRANSPORT: A SHORT REVIEW OF THE SPECIAL ISSUE, In: TRANSPORT, pp. 861-866, ISSN: 1648-4142
  28. Riccardo Cantoro, Aleksa Damljanovic, Matteo Sonza Reorda, Giovanni Squillero (2018 ) Comparing different approaches to the test of Reconfigurable Scan Networks
  29. Muhammad Ali, Michela Meo, Daniela Renga (2018 ) Cost saving and ancillary service provisioning in green Mobile Networks, In: The Internet of Things for Smart Urban Ecosystems (IoT4SUE), ISBN: 9783319965499
  30. Andrea Atzeni, Fernando Díaz, Andrea Marcelli, Antonio Sánchez, Giovanni Squillero, Alberto Tonda (2018 ) Countering Android Malware: a Scalable Semi-Supervised Approach for Family-Signature Generation, In: IEEE ACCESS, pp. 59540-59556, ISSN: 2169-3536
  31. Luca Vassio (2018 ) Data Analysis and Modelling of Users’ Behaviour on the Web
  32. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2018 ) Data Driven Optimization of Charging Station Placement for EV Free Floating Car Sharing, In: 21st International Conference on Intelligent Transportation Systems (ITSC), pp. 2490-2495, ISBN: 978-1-7281-0321-1...
  33. Elena Maria Baralis, Tania Cerquitelli, Silvia Anna Chiusano, R. Meo (2018 ) Data Mining in Databases: Languages and Indices, In: A Comprehensive Guide Through the Italian Database Research Over the Last 25 Years, pp. 341-351, ISBN: 978-3-319-61892-0
  34. Tommaso Bradde, Stefano Grivet-talocia, Marco De Stefano, Alessandro Zanco (2018 ) Data-driven parameterized modeling of LTI systems with guaranteed stability
  35. Laura Lopez-fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  36. Andrea Marcelli, Ernesto Sanchez, Giovanni Squillero, Muhammad Usman Jamal, Afnan Imtiaz, Simone Machetti, Filippo Mangani, Paolo Monti, Davide Pola, Alessandro Salvato, Michele Simili (2018 ) Defeating hardware Trojan in microprocessor cores through software obfuscation, In: Proceedings 19th IEEE Latin American Test Symposium (LATS), 2018, pp. 1-6, ISBN: 978-1-5386-1472-3
  37. Eliana Pastor (2018 ) Deriving Local Internal Logic for Black Box Models, In: Proceedings of the 26th Italian Symposium on Advanced Database Systems,Castellaneta Marina (Taranto), Italy, June 24-27, 2018., pp. 1-4
  38. Giulia Santoro, Mario R. Casu, Valentino Peluso, Andrea Calimera, Massimo Alioto (2018 ) Design-Space Exploration of Pareto-Optimal Architectures for Deep Learning with DVFS, In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-5, ISBN: 978-1-5386-4881-0
  39. Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis (2018 ) Discovering cross-topic collaborations among researchers by exploiting weighted association rules, In: SCIENTOMETRICS, pp. 1273-1301, ISSN: 0138-9130
  40. Cristina Pronello, Valentina Rappazzo, Jean-baptiste Gaborieau, Martino Veronica, Alberto Forchino (2018 ) Effects of the mandatory validation on bus commercial speed: case study in Torino (Italy), In: Proceedings of 7th Transport Research Arena TRA 2018
  41. Daniela Renga, Hussein Al Haj Hassan, Michela Meo, Loutfi Nuaymi (2018 ) Energy management and Base Station on/off switching in green mobile networks for offering Ancillary Services, In: IEEE TRANSACTIONS ON GREEN COMMUNICATIONS AND NETWORKING, pp. 868-880, ISSN: 2473-2400
  42. Giulia Santoro, Mario R. Casu, Valentino Peluso, Andrea Calimera, Massimo Alioto (2018 ) Energy-performance design exploration of a low-power microprogrammed deep-learning accelerator, In: 2018 Design, Automation Test in Europe Conference Exhibition (DATE), pp. 1151-1154, ISBN: 978-3-9819263-0-9
  43. Cristina Pronello, Jean-baptiste Gaborieau (2018 ) Engaging in pro-environment travel behaviour research from a psycho-social perspective: A review of behavioural variables and theories, In: SUSTAINABILITY, pp. 2412-2433, ISSN: 2071-1050
  44. Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda (2018 ) Evaluating surrogate models for multi-objective influence maximization in social networks, In: GECCO 2018 Companion - Proceedings of the 2018 Genetic and Evolutionary Computation Conference Companion, pp. 1258-1265, ISBN: 9781450357647
  45. Karol Calo', M. Owais Khan, Diego Gallo, Stefania Scarsoglio, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2018 ) Exploring flow disturbances at the carotid bifurcation through an integrated computational hemodynamics & complex networks-based approach
  46. Mohamed Toure, Stefano Grivet-talocia, Flavio G. Canavero, Florent Robert, Francoise Paladian, Mohamed Bensetti, Laurent Dufour (2018 ) Fast and Accurate Modeling Methodology Using Passive Macromodeling Techniques, In: 2018 International Symposium on Electromagnetic Compatibility (EMC EUROPE), pp. 539-544, ISBN: 978-1-4673-9698-1
  47. Martino Trevisan, Danilo Giordano, Idilio Drago, Marco Mellia, Maurizio Munafo (2018 ) Five Years at the Edge: Watching Internet from the ISP Network, In: Proceedings of the 14th International Conference on Emerging Networking EXperiments and Technologies (CoNEXT 2018), pp. 1-12, ISBN: 9781450360807
  48. Michele Cocca, Danilo Giordano, Marco Mellia, Luca Vassio (2018 ) Free Floating Electric Car Sharing in Smart Cities: Data Driven System Dimensioning, In: 2018 IEEE International Conference on Smart Computing (SMARTCOMP), pp. 171-178, ISBN: 978-1-5386-4705-9
  49. Daniela Renga (2018 ) Green Mobile Networks: from self-sustainability to enhanced interaction with the Smart Grid
  50. Daniela Renga (2018 ) Greener and cheaper mobile communication: let the sunshine in, In: Proceedings of IEEE Wireless Communications and Networking Conference 15-18 April 2018, Barcelona, Spain
  51. Pinky Kumawat (2018 ) High Prediction Accuracy and Low Error for ERP User Satisfaction by Hybrid of ANFIS and KNN Classification, In: INTERNATIONAL JOURNAL ON EMERGING TRENDS IN TECHNOLOGY, pp. 11005-11009, ISSN: 2455-0124
  52. Elena Maria Baralis, Luca Cagliero (2018 ) Highlighter: automatic highlighting of electronic learning documents, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, pp. 7-19, ISSN: 2168-6750
  53. Marco Aldinucci, Sergio Rabellino, Marco Pironti, Filippo Spiga, Paolo Viviani, Maurizio Drocco, Marco Guerzoni, Guido Boella, Marco Mellia, Paolo Margara, Idilio Drago, Roberto Marturano, Guido Marchetto, Elio Piccolo, Stefano Bagnasco, Stefano Lusso, Sara Vallero, Giuseppe Attardi, Alex Barchiesi, Alberto Colla, Fulvio Galeazzi (2018 ) HPC4AI, an AI-on-demand federated platform endeavour, In: 2018 ACM International Conference on Computing Frontiers, CF 2018 - Proceedings, pp. 279-286, ISBN: 9781450357616
  54. Doina Bucur, Giovanni Iacca, Andrea Marcelli, Giovanni Squillero, Alberto Tonda (2018 ) Improving Multi-objective Evolutionary Influence Maximization in Social Networks, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), pp. 117-124, ISBN: 9783319775371
  55. Daniele Apiletti, Claudia Barberis, Tania Cerquitelli, Alberto Macii, Enrico Macii, Massimo Poncino, Francesco Ventura (2018 ) iSTEP, an Integrated Self-Tuning Engine for Predictive Maintenance in Industry 4.0, In: IEEE International Conference on Parallel & Distributed Processing with Applications, Ubiquitous Computing & Communications, Big Data & Cloud Computing, Social Computing & Networking, Sustainable Computing & Communications, ISPA/IUCC/BDCloud/SocialCom/..., pp. 924-931, ISBN: 978-1-7281-1141-4
  56. Andrea Morichetta, Marco Mellia (2018 ) LENTA: Longitudinal Exploration for Network Traffic Analysis, In: 30th International Teletraffic Congress (ITC 30), pp. 176-184, ISBN: 978-0-9883045-5-0
  57. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Low-Cost Security of IoT Sensor Nodes with Rakeness-Based Compressed Sensing: Statistical and Known-Plaintext Attacks, In: IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY, pp. 327-340, ISSN: 1556-6013
  58. Martino Trevisan, Idilio Drago, Marco Mellia (2018 ) Measuring Web Speed From Passive Traces
  59. Evelina Di Corso, Tania Cerquitelli, Daniele Apiletti (2018 ) METATECH: METeorological Data Analysis for Thermal Energy CHaracterization by Means of Self-Learning Transparent Models, In: ENERGIES, pp. 1336, ISSN: 1996-1073
  60. Flavio Giobergia, Elena Baralis, Maria Camuglia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti (2018 ) Method and System for Predicting System Status
  61. Flavio Giobergia, Elena Baralis, Maria Camuglia, Tania Cerquitelli, Marco Mellia, Alessandra Neri, Davide Tricarico, Alessia Tuninetti (2018 ) Mining Sensor Data for Predictive Maintenance in the Automotive Industry, In: IEEE 5th International Conference on Data Science and Advanced Analytics (DSAA) 2018, pp. 351-360, ISBN: 978-1-5386-5090-5
  62. Jesus Gonzalez-feliu, Cristina Pronello, Josep Maria Salanova Grau (2018 ) MULTI-STAKEHOLDER COLLABORATION IN URBAN TRANSPORT: STATE-OF-THE-ART AND RESEARCH OPPORTUNITIES, In: TRANSPORT, pp. 1079-1094, ISSN: 1648-4142
  63. C. Pronello, J. B. Gaborieau (2018 ) My-Moby: a customer oriented tool to support integrated transport and resilient communities
  64. Mario Iannaccone, Gaëlle Saint-hilary, Davide Menardi, Paolo Vadalà, Alessandro Bernardi, Matteo Bianco, Antonio Montefusco, Pierluigi Omedè, Salvatore D'amico, Fabio Piazza, Paolo Scacciatella, Maurizio D'amico, Claudio Moretti, Giuseppe Biondi-zoccai, Mauro Gasparini, Fiorenzo Gaita, Fabrizio D'ascenzo (2018 ) Network meta-analysis of studies comparing closure devices for femoral access after percutaneous coronary intervention, In: JOURNAL OF CARDIOVASCULAR MEDICINE, pp. 1, ISSN: 1558-2027
  65. M. De Stefano, S. Grivet-talocia, T. Bradde, A. Zanco (2018 ) On Automated Generation of Behavioral Parameterized Macromodels. Part II: SPICE Equivalents and Applications
  66. Andrea Marcelli, Sanchez Ernesto, Luca Sasselli, Giovanni Squillero (2018 ) On the mitigation of Hardware Trojan attacks in embedded processors by exploiting a Hardware-based obfuscator, In: IEEE Proceedings of 3rd International Verification and Security Workshop (IVSW)
  67. Matteo Testa, Tiziano Bianchi, Enrico Magli (2018 ) On the secrecy of compressive cryptosystems under finite-precision representation of sensing matrices, In: 2018 IEEE International Symposium on Circuits and Systems (ISCAS), pp. 1-4, ISBN: 978-1-5386-4881-0
  68. Leo Yu Zhang, Yuansheng Liu, Fabio Pareschi, Yushu Zhang, Kwok-wo Wong, Riccardo Rovatti, Gianluca Setti (2018 ) On the security of a class of diffusion mechanisms for image encryption, In: IEEE TRANSACTIONS ON CYBERNETICS, pp. 1163-1175, ISSN: 2168-2267
  69. Gianvito Urgese, Francesco Barchi, Enrico Macii, Andrea Acquaviva (2018 ) Optimizing Network Traffic for Spiking Neural Network Simulations on Densely Interconnected Many-Core Neuromorphic Platforms, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, pp. 317-329, ISSN: 2168-6750
  70. Stefano Berrone, Stefano Scialo', Fabio Vicini (2018 ) Parallel meshing, discretization and computation of flow in massive Discrete Fracure Networks
  71. Alessandro Farasin, Paolo Garza (2018 ) PERCEIVE: Precipitation Data Characterization by means on Frequent Spatio-Temporal Sequences, In: ISCRAM 2018 Conference Proceedings – 15th International Conference on Information Systems for Crisis Response and Management, pp. 1081-1088, ISBN: 978-0-692-12760-5
  72. Mauro Mangia, Letizia Magenta, Alex Marchioni, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Projected-gradient-descent in rakeness-based compressed sensing with disturbance rejection, In: 2018 New Generation of CAS, NGCAS 2018, pp. 78-81, ISBN: 9781538676813
  73. Giovanni Squillero, Alberto Tonda (2018 ) Promoting diversity in evolutionary optimization: Why and how
  74. Mauro Mangia, Fabio Pareschi, Riccardo Rovatti, Gianluca Setti (2018 ) Rakeness-based compressed sensing and hub spreading to administer short/long-range communication tradeoff in IoT Settings, In: IEEE INTERNET OF THINGS JOURNAL, pp. 2220-2233, ISSN: 2327-4662
  75. Mauro Mangia, Fabio Pareschi, Rohan Varma, Riccardo Rovatti, Jelena Kovacevic, Gianluca Setti (2018 ) Rakeness-Based Compressed Sensing of Multiple-graph Signals for IoT Applications, In: IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS. II, EXPRESS BRIEFS, pp. 682-686, ISSN: 1549-7747
  76. D. Lagana, C. Mastroianni, M. Meo, D. Renga (2018 ) Reducing the operational cost of cloud data centers through renewable energy, In: ALGORITHMS, pp. 145, ISSN: 1999-4893
  77. Marco Ajmone Marsan, Ana Paula Couto Da Silva, Michela Meo, Daniela Renga (2018 ) Sharing renewable energy in a network sharing context, In: Proceedings of IEEE Wireless Communications and Networking Conference 15-18 April 2018, Barcelona, Spain, pp. 1-6, ISBN: 978-1-5386-1734-2
  78. Tiziano Distefano, Francesco Laio, Luca Ridolfi, Stefano Schiavo (2018 ) Shock transmission in the international food trade network, In: PLOS ONE, pp. e0200639, ISSN: 1932-6203
  79. Cristina Pronello, Davide Longhi, Jean-baptiste Gaborieau (2018 ) Smart card data mining to analyse mobility patterns in suburban areas, In: SUSTAINABILITY, pp. 1-21, ISSN: 2071-1050
  80. M. Sechilariu, F. Locment, H. Martell-flores, N. Molines, J. Baert, G. Richard, C. Henriot, C. Pronello (2018 ) Smart Microgrid and Urban Planning for Better Electromobility, In: 2017 IEEE Vehicle Power and Propulsion Conference, VPPC 2017 - Proceedings, pp. 1-6, ISBN: 978-1-5386-1317-7
  81. M. Sechilariu, F. Locment, H. Martell-flores, N. Molines, J. Baert, G. Richard, C. Henriot, C. Pronello (2018 ) Smart Microgrid and Urban Planning for Better Electromobility, In: 2017 IEEE Vehicle Power and Propulsion Conference, VPPC 2017 - Proceedings, pp. 1-6, ISBN: 9781538613177
  82. Irene Franco, Anna Johansson, Karl Olsson, Peter Vrtačnik, Pär Lundin, Hafdis T. Helgadottir, Malin Larsson, Gwladys Revêchon, Carla Bosia, Andrea Pagnani, Paolo Provero, Thomas Gustafsson, Helene Fischer, Maria Eriksson (2018 ) Somatic mutagenesis in satellite cells associates with human skeletal muscle aging, In: NATURE COMMUNICATIONS, pp. 800, ISSN: 2041-1723
  83. G. Iacobello, S. Scarsoglio, J. G. M. Kuerten, L. Ridolfi (2018 ) Spatial characterization of turbulent channel flow via complex networks, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  84. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2018 ) Spatial investigation of wall turbulence via complex networks, In: Book of Abstracts - The 12th European Fluid Mechanics Conference, pp. 731-731, ISBN: 978-3-200-05859-0
  85. Luca Cagliero, Paolo Garza (2018 ) Study of the applicability of an itemset-based portfolio planner in a multi-market context, In: CEUR Workshop Proceedings, pp. 50-55
  86. S. Berrone, A. Borio, G. Manzini (2018 ) SUPG stabilization for the nonconforming virtual element method for advection–diffusion–reaction equations, In: COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING, pp. 500-529, ISSN: 0045-7825
  87. Giovanni Iacobello, Stefania Scarsoglio, J. G. M. Kuerten, Luca Ridolfi (2018 ) Temporal network-based analysis of turbulent mixing, In: Book of Abstracts - The 7th International Conference on Complex Networks and Their Applications, pp. 396-399, ISBN: 978-2-9557050-2-5
  88. Sanda Lefteriu, Stefano Grivet-talocia (2018 ) Topological Fitting: broadband modeling of passive components via augmented equivalent circuit models, In: 9th Vienna International Conference on Mathematical Modelling, pp. 451-456
  89. Enrico Palumbo, Giuseppe Rizzo, Raphael Troncy, Elena Maria Baralis, Michele Osella, Enrico Ferro (2018 ) Translational Models for Item Recommendation, In: ESWC 2018: The Semantic Web: ESWC 2018 Satellite Event, pp. 478-490
  90. Stefano Berrone, Claudio Canuto, Sandra Pieraccini, Stefano Scialo' (2018 ) Uncertainty quantification in Discrete Fracture Network models: stochastic geometry, In: WATER RESOURCES RESEARCH, pp. 1338-1352, ISSN: 1944-7973
  91. S. Berrone, C. Fidelibus, S. Pieraccini, S. Scialò, F. Vicini (2018 ) Unsteady advection-diffusion simulations in complex Discrete Fracture Networks with an optimization approach, In: JOURNAL OF HYDROLOGY, pp. 332-345, ISSN: 0022-1694
  92. Pinky Kumawat (2018 ) User Satisfaction Prediction in ERP using KNN Classifier for high Prediction Accuracy, In: INTERNATIONAL JOURNAL ON EMERGING TRENDS IN TECHNOLOGY, pp. 1-5, ISSN: 2455-0124
  93. C. Pronello, D. Longhi (2018 ) Using the validation data of smart cards to better design public transport networks, In: Proceedings of 7th Transport Research Arena TRA 2018
  94. Peter Karpov, Giovanni Squillero, Alberto Tonda (2018 ) VALIS: an evolutionary classification algorithm, In: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, pp. 1-19, ISSN: 1389-2576
  95. Giovanni Iacobello, Stefania Scarsoglio, Luca Ridolfi (2018 ) Visibility graph analysis of wall turbulence time-series, In: PHYSICS LETTERS A, pp. 1-11, ISSN: 0375-9601
  96. Robin Purshouse, Christine Zarges, Sylvain Cussat-blanc, Michael G. Epitropakis, Marcus Gallagher, Thomas Jansen, Pascal Kerschke, Xiaodong Li, Fernando G. Lobo, Julian Miller, Pietro S. Oliveto, Mike Preuss, Giovanni Squillero, Alberto Tonda, Markus Wagner, Thomas Weise, Dennis Wilson, Borys Wróbel, Aleš Zamuda (2018 ) Workshops at PPSN 2018, In: PPSN 2018: Parallel Problem Solving from Nature – PPSN XV, pp. 490-497, ISBN: 978-3-319-99258-7...
  97. Luca Vassio, Idilio Drago, Marco Mellia, Zied Ben Houidi, Mohamed Lamine Lamali (2018 ) You, the Web, and Your Device: Longitudinal Characterization of Browsing Habits, In: ACM TRANSACTIONS ON THE WEB, pp. 1-30, ISSN: 1559-1131

    2017 publications


  1. Giovanni Squillero, Alberto Tonda (2017 ) (Over-)Realism in evolutionary computation: Commentary on “On the Mapping of Genotype to Phenotype in Evolutionary Algorithms” by Peter A. Whigham, Grant Dick, and James Maclaurin, In: GENETIC PROGRAMMING AND EVOLVABLE MACHINES, pp. 1-3, ISSN: 1389-2576
  2. Marco Bettoni, Gianvito Urgese, Yuki Kobayashi, Enrico Macii, Andrea Acquaviva (2017 ) A Convolutional Neural Network Fully Implemented on FPGA for Embedded Platforms, In: Proceedings of IEEE International Conference on New Generation of CAS (NGCAS 2017), pp. 49-52, ISBN: 978-1-5090-6447-2
  3. Daniele Apiletti, Elena Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Pietro Michiardi (2017 ) A Parallel MapReduce Algorithm to Efficiently Support Itemset Mining on High Dimensional Data, In: BIG DATA RESEARCH, pp. 53-69, ISSN: 2214-5796
  4. Stefano Grivet Talocia (2017 ) A Perturbation Scheme for Passivity Verification and Enforcement of Parameterized Macromodels, In: IEEE TRANSACTIONS ON COMPONENTS, PACKAGING, AND MANUFACTURING TECHNOLOGY, pp. 1869-1881, ISSN: 2156-3950
  5. Mauro Mangia, Fabio Pareschi, Valerio Cambareri, Riccardo Rovatti, Gianluca Setti (2017 ) Adapted Compressed Sensing for Effective Hardware Implementations
  6. Edoardo Fadda, Guido Perboli, Giovanni Squillero (2017 ) Adaptive Batteries Exploiting On-Line Steady-State Evolution Strategy, In: Applications of Evolutionary Computation, pp. 329-341, ISBN: 978-3-319-55848-6...
  7. Alfredo Braunstein, Anna Paola Muntoni, Andrea Pagnani (2017 ) An analytic approximation of the feasible space of metabolic networks, In: NATURE COMMUNICATIONS, pp. 14915, ISSN: 2041-1723
  8. Eric Medvet, Alberto Bartoli, Giovanni Squillero (2017 ) An effective diversity promotion mechanism in grammatical evolution, In: Proceedings of the Genetic and Evolutionary Computation Conference Companion, pp. 247-248, ISBN: 9781450349390
  9. Andrea Marcelli, Marco Restifo, Ernesto Sanchez, Giovanni Squillero (2017 ) An Evolutionary Approach to Hardware Encryption and Trojan-Horse Mitigation, In: Proceedings, ISBN: 978-1-5090-5826-6
  10. C. Pronello, Davide Longhi (2017 ) ANALYSIS OF MOBILITY PATTERNS AND TRANSPORT SUPPLY THROUGH THE VALIDATION DATA OF SMART CARDS, In: Transport and Society, pp. 617-624, ISBN: 9789881581464
  11. Giovanni Squillero, Kevin Sim (2017 ) Applications of Evolutionary Computation (Part I)
  12. Giovanni Squillero, Kevin Sim (2017 ) Applications of Evolutionary Computation (Part II)
  13. Martino Trevisan, Idilio Drago, Marco Mellia, Maurizio M. Munafo (2017 ) Automatic detection of DNS manipulations, In: 2017 IEEE International Conference on Big Data (Big Data), pp. 4010-4015, ISBN: 978-1-5386-2715-0
  14. Mario Baldi, Han Hee Song, Antonio Nucci, Marco Mellia, Martino Trevisan, Idilio Drago (2017 ) Automatic rule generation for flow management in software defined networking networks
  15. Stefano Traverso, Martino Trevisan, Laura Giannantoni, Marco Mellia, Hassan Metwalley (2017 ) Benchmark and comparison of tracker-blockers: Should you trust them?, In: IEEE/IFIP Network Traffic Measurement and Analysis Conference (TMA), pp. 1-9, ISBN: 978-3-901882-95-1
  16. Araks Martirosyan, Andrea De Martino, Andrea Pagnani, Enzo Marinari (2017 ) CeRNA crosstalk stabilizes protein expression and affects the correlation pattern of interacting proteins, In: SCIENTIFIC REPORTS, pp. 43673, ISSN: 2045-2322
  17. Gunter Bloschl, Julia Hall, Juraj Parajka, Rui A. P. Perdigão, Bruno Merz, Berit Arheimer, Giuseppe T. Aronica, Ardian Bilibashi, Ognjen Bonacci, Marco Borga, Ivan Äanjevac, Attilio Castellarin, Giovanni B. Chirico, Pierluigi Claps, Kã¡roly Fiala, Natalia Frolova, Liudmyla Gorbachova, Ali Gol, Jamie Hannaford, Shaun Harrigan, Maria Kireeva, Andrea Kiss, Thomas R. Kjeldsen, Silvia Kohnovã¡, Jarkko J. Koskela, Ondrej Ledvinka, Neil Macdonald, Maria Mavrova Guirguinova, Luis Mediero, Ralf Merz, Peter Molnar, Alberto Montanari, Conor Murphy, Marzena Osuch, Valeryia Ovcharuk, Ivan Radevski, Magdalena Rogger, Josã L. Salinas, Eric Sauquet, Å , Mojca Raj, Jan Szolgay, Alberto Viglione, Elena Volpi, Donna Wilson, Klodian Zaimi, Nenad Åivkoviä (2017 ) Changing climate shifts timing of European floods, In: SCIENCE, pp. 588-590, ISSN: 0036-8075
  18. Giovanni Iacobello, Stefania Scarsoglio, Luca Ridolfi (2017 ) Characterization of turbulent channel flows: from time-series to complex networks, In: Book of Abstracts - 16th European Turbulence Conference, pp. 28776-28776
  19. W. Chacholski, Martina Scolamiero, Francesco Vaccarino (2017 ) Combinatorial presentation of multidimensional persistent homology, In: JOURNAL OF PURE AND APPLIED ALGEBRA, ISSN: 0022-4049
  20. Stefano Grivet Talocia, Elisa Fevola (2017 ) Compact Parameterized Black-Box Modeling via Fourier-Rational Approximations, In: IEEE TRANSACTIONS ON ELECTROMAGNETIC COMPATIBILITY, pp. 1133-1142, ISSN: 0018-9375
  21. Jean-gabriel Young, Giovanni Petri, Francesco Vaccarino, Alice Patania (2017 ) Construction of and efficient sampling from the simplicial configuration model, In: PHYSICAL REVIEW. E, ISSN: 2470-0045
  22. Mauro Gasparini (2017 ) Contribution to the discussion of a critical evaluation of the current 'p-value controversy', In: BIOMETRICAL JOURNAL, pp. 882-883, ISSN: 0323-3847
  23. Tania Cerquitelli, Evelina Di Corso, Francesco Ventura, Silvia Anna Chiusano (2017 ) Data miners' little helper: data transformation activity cues for cluster analysis on document collections, In: Proceedings of the 7th International Conference on Web Intelligence, Mining and Semantics, pp. 1-6, ISBN: 978-1-4503-5225-3
  24. Andrea Marcelli, Marco Restifo, Edgar Ernesto Sanchez Sanchez, Giovanni Squillero (2017 ) Defeating Hardware Trojan through Software Obfuscation
  25. Luca Cagliero, Silvia Chiusano, Paolo Garza, Giuseppe Ricupero (2017 ) Discovering High-Utility Itemsets at Multiple Abstraction Levels, In: Proceedings of the New Trends in Databases and Information Systems - ADBIS 2017 Short Papers and Workshops, AMSD, BigNovelTI, DAS, SW4CH, DC, Nicosia, Cyprus, September 24-27, 2017, Proceedings, pp. 224-234, ISBN: 978-3-319-67161-1...
  26. Elena Maria Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti (2017 ) Discovering profitable stocks for intraday trading, In: INFORMATION SCIENCES, pp. 91-106, ISSN: 0020-0255
  27. Matteo Testa, Tiziano Bianchi, Enrico Magli (2017 ) Energy obfuscation for compressive encryption and processing, In: 2017 IEEE Workshop on Information Forensics and Security (WIFS), pp. 1-6, ISBN: 978-1-5090-6769-5
  28. Karol Calo', M. Owais Khan, Diego Gallo, Stefania Scarsoglio, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2017 ) Exploring intracranial aneurysm hemodynamics with a complex networks approach
  29. Karol Calo', M. Owais Khan, Diego Gallo, Stefania Scarsoglio, David A. Steinman, Luca Ridolfi, Umberto Morbiducci (2017 ) Exploring intracranial aneurysm hemodynamics with a complex networks approach, In: Proceedings of the VII Meeting of the Italian Chapter of the European Society of Biomechanics (ESB-ITA 2017), ISBN: 9788862960007
  30. Stefano Berrone, Sandra Pieraccini, Stefano Scialo' (2017 ) Flow simulations in porous media with immersed intersecting fractures, In: JOURNAL OF COMPUTATIONAL PHYSICS, pp. 768-791, ISSN: 0021-9991
  31. Daniele Apiletti, Elena Maria Baralis, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti, Luca Venturini (2017 ) Frequent Itemsets Mining for Big Data: A Comparative Analysis, In: BIG DATA RESEARCH, pp. 67-83, ISSN: 2214-5796
  32. Alessandro Mantelero (2017 ) From Group Privacy to Collective Privacy: Towards a New Dimension of Privacy and Data Protection in the Big Data Era, In: Group Privacy New Challenges of Data Technologies, pp. 139-158, ISBN: 978-3-319-46606-4
  33. Stefania Scarsoglio, Fabio Cazzato, Luca Ridolfi (2017 ) From time-series to complex networks: Application to the cerebrovascular flow patterns in atrial fibrillation, In: CHAOS, pp. 093107, ISSN: 1054-1500
  34. Andrea Atzeni, Andrea Marcelli, Francesco Muroni, Giovanni Squillero (2017 ) HAIT: Heap Analyzer with Input Tracing, In: Proceedings of the 14th International Joint Conference on e-Business and Telecommunications - Volume 6: SECRYPT, pp. 327-334, ISBN: 978-989-758-259-2
  35. Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis (2017 ) Identifying collaborations among researchers: a pattern-based approach, In: Proceedings of the 2nd Joint Workshop on Bibliometric-enhanced Information Retrieval and Natural Language Processing for Digital Libraries (BIRNDL 2017) co-located with the 40th International ACM SIGIR Conference on Research and Development in Informat..., pp. 56-68
  36. Fabrizio D'ascenzo, Mario Iannaccone, Gaelle Saint-hilary, Maurizio Bertaina, Stefanie Schulz Schüpke, Cheol Wahn Lee, Alaide Chieffo, Gerard Helft, Sebastiano Gili, Umberto Barbero, Giuseppe Biondi Zoccai, Claudio Moretti, Fabrizio Ugo, Maurizio D’amico, Roberto Garbo, Gregg Stone, Sara Rettegno, Pierluigi Omedè, Federico Conrotto, Christian Templin, Antonio Colombo, Seung Jung Park, Adnan Kastrati, David Hildick Smith, Mauro Gasparini, Fiorenzo Gaita (2017 ) Impact of design of coronary stents and length of dual antiplatelet therapies on ischaemic and bleeding events: a network meta-analysis of 64 randomized controlled trials and 102 735 patients, In: EUROPEAN HEART JOURNAL, pp. 1-13, ISSN: 0195-668X
  37. Daniela Renga, Haj Hassan Hussein Al, Michela Meo, Nuaymi Loutfi (2017 ) Improving the interaction of a green mobile network with the smart grid, In: Communications (ICC), 2017 IEEE International Conference on
  38. Alessia Marruzzo, Payal Tyagi, Fabrizio Antenucci, Andrea Pagnani, Luca Leuzzi (2017 ) Inverse problem for multi-body interaction of nonlinear waves, In: SCIENTIFIC REPORTS, pp. 3463, ISSN: 2045-2322
  39. Pinky Kumawat, Naresh K Kumawat (2017 ) Investigating End User Satisfaction in ERP Systems: An Analytical Approach, In: INTERNATIONAL JOURNAL ON EMERGING TRENDS IN TECHNOLOGY, pp. 1-5, ISSN: 2455-0124
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  78. Danilo Giordano, Stefano Traverso, Marco Mellia, Luigi Grimaudo, Elena Baralis, Alok Tongaonkar, Sabyasachi Saha, Antonio Nucci (2017 ) Unsupervised methodology to unveil content delivery network structures
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