2018 publications


  1. 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
  2. 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
  3. 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
  4. 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
  5. 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...
  6. Laura Lopez-Fuentes, Alessandro Farasin, Harald Skinnemoen, Paolo Garza (2018 ) Deep Learning Models for Passability Detection of Flooded Roads, In: Multimedia Benchmark Workshop 2018
  7. 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
  8. 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
  9. 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. Daniele Apiletti, ELENA MARIA 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
  2. Daniele Apiletti, Elena 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
  3. Luca Vassio, Marco Mellia, Flavio Figueiredo, Ana Paula Couto da Silva, Jussara M. Almeida (2017 ) Mining and modeling web trajectories from passive traces, In: 2017 IEEE International Conference on Big Data (BIGDATA), pp. 4016-4021, ISBN: 978-1-5386-2715-0
  4. Pedro Casas, Francesca Soro, Juan Vanerio, Giuseppe Settanni, Alessandro D'Alconzo (2017 ) Network security and anomaly detection with Big-DAMA, a big data analytics framework, In: Proceedings of the 2017 IEEE 6th International Conference on Cloud Networking, CloudNet 2017, pp. 1-7, ISBN: 9781509040261
  5. Luca Venturini, Elena Baralis, Paolo Garza (2017 ) Scaling associative classification for very large datasets, In: JOURNAL OF BIG DATA, pp. 1-24, ISSN: 2196-1115
  6. ELENA MARIA Baralis, Andrea Dalla Valle, Paolo Garza, Claudio Rossi, Francesco Scullino (2017 ) SQL versus NoSQL Databases for Geospatial Applications, In: Proceedings of the 2nd IEEE International Workshop on Big Spatial Data in conjunction with 2017 IEEE International Conference on Big Data, pp. 3388-3397
  7. Alessandro Ciociola, Michele Cocca, Danilo Giordano, Marco Mellia, Andrea Morichetta, Andrian Putina, Flavia Salutari (2017 ) UMAP: Urban Mobility Analysis Platform to Harvest Car Sharing Data, In: Proceedings of the IEEE Conference on Smart City Innovations, ISBN: 978-1-5386-0435-9
  8. Luca Vassio, Danilo Giordano, Martino Trevisan, Marco Mellia, Ana Paula Couto da Silva (2017 ) Users’ Fingerprinting Techniques from TCP Traffic, In: Proceedings of the Workshop on Big Data Analytics and Machine Learning for Data Communication Networks
  9. Giuseppe Scavo, Zied Ben Houidi, Stefano Traverso, Renata Teixeira, Marco Mellia (2017 ) WeBrowse: Leveraging User Clicks for Content Discovery in Communities of a Place, In: PROCEEDINGS OF THE ACM ON HUMAN-COMPUTER INTERACTION, pp. 1-24, ISSN: 2573-0142