Luca Cagliero | SmartData@PoliTO

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Home » People who are involved » Members » Luca Cagliero

Luca Cagliero

Project Coordinator - Natural Language Processing, Multimodal Learning, Machine Learning

Email: luca.cagliero@polito.it
Website: link

Recent Publications since 2017 (106)

Moreno La Quatra, Alkis Koudounas, Lorenzo Vaiani, Elena Baralis, Luca Cagliero, Paolo Garza, Sabato Marco Siniscalchi (2024) Benchmarking Representations for Speech, Music, and Acoustic Events, In: ICASSPW 2024-2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshops (ICASSPW), Type: Conference
Davide Napolitano, Luca Cagliero (2024) BONES: a Benchmark fOr Neural Estimation of Shapley values, In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT), ISBN: 979-8-3503-8753-7, Type: Conference
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi, Elena Baralis (2024) Boosting court judgment prediction and explanation using legal entities, In: ARTIFICIAL INTELLIGENCE AND LAW, pages 1-36, ISSN: 0924-8463, Type: Journal paper
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Michela Tonti, Francesca Dragotto, Rachele Raus, Stefania Cavagnoli, Tania Cerquitelli (2024) Building Foundations for Inclusiveness through Expert-Annotated Data, In: Proceedings of the Workshops of the EDBT/ICDT 2024 Joint Conference, Type: Conference
Daniele Rege Cambrin, Luca Cagliero, Paolo Garza (2024) DQNC2S: DQN-based Cross-stream Crisis event Summarizer, In: Advances in Information Retrieval, pages 422-430, Type: Conference
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero (2024) Efficient Neural Network-based Estimation of Interval Shapley Values, In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, ISSN: 1041-4347, Type: Journal paper
Lorenzo Vaiani, Luca Cagliero, Paolo Garza (2024) Emotion Recognition from Videos Using Multimodal Large Language Models, In: FUTURE INTERNET, ISSN: 1999-5903, Type: Journal paper
S. Papicchio, P. Papotti, L. Cagliero (2024) Evaluating Ambiguous Questions in Semantic Parsing, In: Proceedings - 2024 IEEE 40th International Conference on Data Engineering Workshops, ICDEW 2024, pages 338-342, Type: Conference
I. Benedetto, L. Cagliero, F. Tarasconi (2024) Extreme Classification of European Union Law Documents driven by Entity Embeddings, In: CEUR Workshop Proceedings, Type: Conference
Andrea Avignone, Davide Napolitano, Luca Cagliero, Silvia Chiusano (2024) FlowCasting: A Dynamic Machine Learning based Dashboard for Bike-Sharing System Management, In: 2024 IEEE 18th International Conference on Application of Information and Communication Technologies (AICT), ISBN: 979-8-3503-8753-7, Type: Conference
Giuseppe Gallipoli, Simone Papicchio, Lorenzo Vaiani, Luca Cagliero, Arianna Miola, Daniele Borghi (2024) Keyword-based Annotation of Visually-Rich Document Content for Trend and Risk Analysis using Large Language Models, In: Proceedings of the Joint Workshop of the 7th Financial Technology and Natural Language Processing, the 5th Knowledge Discovery from Unstructured Data in Financial Services, and the 4th Workshop on Economics and Natural Language Processing@ LREC-COLING 202, Type: Conference
Alkis Koudounas, Eliana Pastor, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Elisa Reale, Giuseppe Attanasio, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti (2024) Leveraging confidence models for identifying challenging data subgroups in speech models, In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW), pages 134-138, ISBN: 979-8-3503-7451-3, Type: Conference
Yihao Ding, Lorenzo Vaiani, Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero (2024) M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding, In: Findings of ACL 2024, Type: Conference
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Luca Cagliero, Francesco Tarasconi (2024) MAINDZ at SemEval-2024 Task 5: CLUEDO-Choosing Legal oUtcome by Explaining Decision through Oversight, In: Proceedings of the 18th International Workshop on Semantic Evaluation (SemEval-2024), Type: Conference
D. Napolitano, L. Vaiani, L. Cagliero (2024) On Leveraging Multi-Page Element Relations in Visually-Rich Documents, In: 2024 IEEE 48th Annual Computers, Software, and Applications Conference (COMPSAC), pages 360-365, Type: Conference
Moreno La Quatra, Giuseppe Gallipoli, Luca Cagliero (2024) Self-supervised Text Style Transfer Using Cycle-Consistent Adversarial Networks, In: ACM TRANSACTIONS ON INTELLIGENT SYSTEMS AND TECHNOLOGY, pages 1-38, ISSN: 2157-6912, Type: Journal paper
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan (2024) TASP: Topic-based abstractive summarization of Facebook text posts, In: EXPERT SYSTEMS WITH APPLICATIONS, ISSN: 0957-4174, Type: Journal paper
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Elisa Reale, Luca Cagliero, Sandro Cumani, Luca De Alfaro, Elena Baralis, Daniele Amberti (2024) Towards Comprehensive Subgroup Performance Analysis in Speech Models, In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, page 1480, ISSN: 2329-9290, Type: Journal paper
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Lorenzo Canale, Laura Farinetti (2023) Abstractive video lecture summarization: applications and future prospects, In: EDUCATION AND INFORMATION TECHNOLOGIES, pages 1-21, ISSN: 1573-7608, Type: Journal paper
Moreno La Quatra, Luca Cagliero (2023) BART-IT: An Efficient Sequence-to-Sequence Model for Italian Text Summarization, In: FUTURE INTERNET, pages 1-13, ISSN: 1999-5903, Type: Journal paper
Alkis Koudounas, Flavio Giobergia, Irene Benedetto, Simone Monaco, Luca Cagliero, Daniele Apiletti, Elena Maria Baralis (2023) baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy, In: Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Type: Conference
Irene Benedetto, Luca Cagliero, Francesco Tarasconi, Giuseppe Giacalone, Claudia Bernini (2023) Benchmarking Abstractive Models for Italian Legal News Summarization, In: Frontiers in Artificial Intelligence and Applications, pages 311-316, ISBN: 9781643684727, Type: Conference
Giuseppe Gallipoli, Moreno La Quatra, Daniele Rege Cambrin, Salvatore Greco, Luca Cagliero (2023) DANTE at GeoLingIt: Dialect-Aware Multi-Granularity Pre-training for Locating Tweets within Italy, In: Proceedings of the Eighth Evaluation Campaign of Natural LanguageProcessing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Parma, Italy, September 7th-8th, 2023, Type: Conference
Luca Cagliero, Lorenzo Canale, Laura Farinetti (2023) Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories, In: ALGORITHMS, ISSN: 1999-4893, Type: Journal paper
Luca Colomba, Luca Cagliero, Paolo Garza (2023) Density-based Clustering by Means of Bridge Point Identification, In: IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING, pages 1-14, ISSN: 1041-4347, Type: Journal paper
Luca Cagliero, Silvia Buccafusco, Francesco Vaccarino, Lucia Salvatori, Riccardo Loti (2023) Detecting industrial vehicles’ duty levels using contrastive learning, In: Proceedings on the 2023 IEEE International Conference on Big Data, pages 1630-1636, ISBN: 979-8-3503-2445-7, Type: Conference
Luca Cagliero, Andrea Avignone, Silvia Chiusano (2023) Discovering SpatioTemporal Warning Contexts from non-emergency call reports, In: Communications in Computer and Information Science, ISBN: 978-3-031-74639-0, Type: Conference
Daniele G. Gioia, Jacopo Fior, Luca Cagliero (2023) Early portfolio pruning: a scalable approach to hybrid portfolio selection, In: KNOWLEDGE AND INFORMATION SYSTEMS, ISSN: 0219-1377, Type: Journal paper
Alkis Koudounas, Eliana Pastor, Giuseppe Attanasio, Vittorio Mazzia, Manuel Giollo, Thomas Gueudre, Luca Cagliero, Luca De Alfaro, Elena Maria Baralis, Daniele Amberti (2023) Exploring Subgroup Performance In End-to-End Speech Models, In: 2023 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), pages 1-5, ISBN: 978-1-7281-6327-7, Type: Conference
Giuseppe Gallipoli, Luca Cagliero, Paolo Garza (2023) Extractive Conversation Summarization Driven by Textual Entailment Prediction, In: Proceedings of 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT), pages 1-6, ISBN: 979-8-3503-0356-8, Type: Conference
Davide Napolitano, Luca Cagliero (2023) GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets, In: 2023 IEEE 47th Annual Computers, Software, and Applications Conference (COMPSAC), pages 292-297, ISBN: 979-8-3503-2697-0, Type: Conference
Moreno La Quatra, Salvatore Greco, Luca Cagliero, Tania Cerquitelli (2023) Inclusively: An AI-Based Assistant for Inclusive Writing, In: Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, pages 361-365, ISBN: 978-3-031-43429-7, Type: Conference
Alkis Koudounas, Moreno La Quatra, Lorenzo Vaiani, Luca Colomba, Giuseppe Attanasio, Eliana Pastor, Luca Cagliero, Elena Maria Baralis (2023) ITALIC: An Italian Intent Classification Dataset, In: Proceedings of INTERSPEECH 2023, Type: Conference
Davide Napolitano, Lorenzo Vaiani, Luca Cagliero (2023) Learning Confidence Intervals for Feature Importance: A Fast Shapley-based Approach, In: Proceedings of 7th International workshop on Data Analytics solutions for Real-LIfe APplications, Type: Conference
Silvia Buccafusco, Luca Cagliero, Andrea Megaro, Francesco Vaccarino, Riccardo Loti, Lucia Salvatori (2023) Learning industrial vehicles’ duty patterns: A real case, In: COMPUTERS IN INDUSTRY, pages 1-15, ISSN: 0166-3615, Type: Journal paper
Irene Benedetto, Gianpiero Sportelli, Sara Bertoldo, Francesco Tarasconi, Luca Cagliero, Giuseppe Giacalone (2023) On the use of Pretrained Language Models for Legal Italian Document Classification, In: Procedia Computer Science, Type: Conference
Lorenzo D'amico, Davide Napolitano, Lorenzo Vaiani, Luca Cagliero (2023) PoliTo at MULTI-Fake-DetectiVE: Improving FND-CLIP for Multimodal Italian Fake News Detection, In: Proceedings of the Eighth Evaluation Campaign of Natural Language Processing and Speech Tools for Italian. Final Workshop (EVALITA 2023), Type: Conference
Lorenzo Vaiani, Luca Cagliero, Paolo Garza (2023) PoliTo at SemEval-2023 Task 1: CLIP-based Visual-Word Sense Disambiguation Based on Back-Translation, In: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 1447-1453, Type: Conference
Irene Benedetto, Alkis Koudounas, Lorenzo Vaiani, Eliana Pastor, Elena Baralis, Luca Cagliero, Francesco Tarasconi (2023) PoliToHFI at SemEval-2023 Task 6: Leveraging Entity-Aware and Hierarchical Transformers For Legal Entity Recognition and Court Judgment Prediction, In: Proceedings of the 17th International Workshop on Semantic Evaluation (SemEval-2023), pages 1401-1411, Type: Conference
S. Papicchio, P. Papotti, L. Cagliero (2023) QATCH: Benchmarking SQL-centric tasks with Table Representation Learning Models on Your Data, In: Advances in Neural Information Processing Systems, Type: Conference
L Cagliero, J Fior, P Garza (2023) Shortlisting machine learning-based stock trading recommendations using candlestick pattern recognition, In: EXPERT SYSTEMS WITH APPLICATIONS, ISSN: 0957-4174, Type: Journal paper
Irene Benedetto, Moreno La Quatra, Luca Cagliero, Luca Vassio, Martino Trevisan (2023) Transformer-based Prediction of Emotional Reactions to Online Social Network Posts, In: Proceedings of the 13th Workshop on Computational Approaches to Subjectivity, Sentiment, & Social Media Analysis, pages 354-364, Type: Conference
Jacopo Fior, Luca Cagliero (2022) A risk-aware approach to stock portfolio allocation based on Deep Q-Networks, In: 2022 IEEE 16th International Conference on Application of Information and Communication Technologies (AICT), Type: Conference
Irene Benedetto, Luca Cagliero, Francesco Tarasconi (2022) Automatic Inference of Taxonomy Relationships Among Legal Documents, In: New Trends in Database and Information Systems, pages 24-33, ISBN: 978-3-031-15742-4, Type: Conference
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza (2022) Complementing Location-Based Social Network Data With Mobility Data: A Pattern-Based Approach, In: IEEE TRANSACTIONS ON INTELLIGENT TRANSPORTATION SYSTEMS, pages 21216-21227, ISSN: 1524-9050, Type: Journal paper
J Fior, L Cagliero (2022) Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model, In: IEEE ACCESS, pages 73005-73018, ISSN: 2169-3536, Type: Journal paper
Jacopo Fior, Luca Cagliero, Tommaso Calò (2022) Generating Comparative Explanations of Financial Time Series, In: Advances in Databases and Information System, pages 121-132, ISBN: 978-3-031-15739-4, Type: Conference
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Maria Baralis (2022) How Much Attention Should we Pay to Mosquitoes?, In: MM '22: Proceedings of the 30th ACM International Conference on Multimedia, pages 7135-7139, ISBN: 978-1-4503-9203-7, Type: Conference
Rachele Raus, Michela Tonti, Tania Cerquitelli, Luca Cagliero, Giuseppe Attanasio, Moreno La Quatra, Salvatore Greco (2022) L’analyse du discours et l’intelligence artificielle pour réaliser une écriture inclusive : le projet EMIMIC, In: Titolo volume non avvalorato, page 01007, Type: Conference
Jacopo Fior, Thomas Favale, Luca Cagliero, Danilo Giordano, Marco Mellia, Elena Baralis, Silvia Ronchiadin, Paolo Baracco, Dario Moncalvo (2022) Legal Entity Disambiguation for Financial Crime Detection, In: 2022 IEEE International Conference on Big Data (Big Data), pages 6639-6641, ISBN: 978-1-6654-8045-1, Type: Conference
Jacopo Fior, Luca Cagliero, Paolo Garza (2022) Leveraging Explainable AI to Support Cryptocurrency Investors, In: FUTURE INTERNET, page 251, ISSN: 1999-5903, Type: Journal paper
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, pages 863-870, Type: Conference
Irene Benedetto, Lorenzo Canale, Laura Farinetti, Luca Cagliero, Moreno La Quatra (2022) Leveraging summarization techniques in educational technology systems, In: 2022 IEEE 46th Annual Computers, Software, and Applications Conference (COMPSAC), pages 415-416, ISBN: 978-1-6654-8810-5, Type: Conference
Gian Pietro Bellocca, Giuseppe Attanasio, Luca Cagliero, Jacopo Fior (2022) Leveraging the momentum effect in machine learning-based cryptocurrency trading, In: MACHINE LEARNING WITH APPLICATIONS, page 100310, ISSN: 2666-8270, Type: Journal paper
Luca Colomba, Luca Cagliero, Paolo Garza (2022) Mining SpatioTemporally Invariant Patterns, In: Titolo volume non avvalorato, ISBN: 978-1-4503-9529-8, Type: Conference
Luca Cagliero (2022) Summarising Multilingual Documents: The Unexpressed Potential of Deep Natural Language Processing, In: Contracting and Contract Law in the Age of Artificial Intelligence, pages 181-200, ISBN: 9781509950683, Type: Book chapter
Moreno La Quatra, Luca Cagliero (2022) Transformer-based highlights extraction from scientific papers, In: KNOWLEDGE-BASED SYSTEMS, ISSN: 1872-7409, Type: Journal paper
Lorenzo Vaiani, Alkis Koudounas, Moreno La Quatra, Luca Cagliero, Paolo Garza, Elena Maria Baralis (2022) Transformer-based Non-Verbal Emotion Recognition: Exploring Model Portability across Speakers’ Genders, In: MuSe' 22: Proceedings of the 3rd International on Multimodal Sentiment Analysis Workshop and Challenge, pages 89-94, Type: Conference
Lorenzo Vaiani, Moreno La Quatra, Luca Cagliero, Paolo Garza (2022) ViPER: Video-based Perceiver for Emotion Recognition, In: Proceedings of the 3rd on Multimodal Sentiment Analysis Challenge (MuSe 2022), pages 67-73, Type: Conference
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, page 102966, ISSN: 0968-090X, Type: Journal paper
Luca Cagliero, Moreno La Quatra (2021) Automatic slides generation in the absence of training data, In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), pages 103-108, Type: Conference
Luca Cagliero, Moreno La Quatra, Paolo Garza, Elena Maria Baralis (2021) Cross-lingual timeline summarization, In: 2021 IEEE Fourth International Conference on Artificial Intelligence and Knowledge Engineering (AIKE), pages 45-53, ISBN: 978-1-6654-3736-3, Type: Conference
Jacopo Fior, Luca Cagliero (2021) Estimating the incidence of adverse weather effects on road traffic safety using time series embeddings, In: 2021 IEEE 45th Annual Computers, Software, and Applications Conference (COMPSAC), pages 402-407, Type: Conference
Luca Cagliero, Moreno La Quatra (2021) Inferring multilingual domain-specific word embeddings from large document corpora, In: IEEE ACCESS, pages 137309-137321, ISSN: 2169-3536, Type: Journal paper
M. La Quatra, L. Cagliero, E. Baralis (2021) Leveraging full-text article exploration for citation analysis, In: SCIENTOMETRICS, ISSN: 0138-9130, Type: Journal paper
L. Cagliero, L. Canale, L. Farinetti, E. Baralis, E. Venuto (2021) Predicting student academic performance by means of associative classification, In: APPLIED SCIENCES, pages 1-22, ISSN: 2076-3417, Type: Journal paper
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, page 103468, ISSN: 0166-3615, Type: Journal paper
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, pages 1-6, ISBN: 978-3-89318-084-4, Type: Conference
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, pages 418-427, ISBN: 978-145038037-9, Type: Conference
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, pages 1101-1110, Type: Conference
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, pages 1-31, ISBN: 9781522593737, 15..., Type: Book chapter
Flavio Giobergia, Luca Cagliero, Paolo Garza, Elena Baralis (2020) Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment, In: CEUR Workshop Proceedings, Type: Conference
Giuseppe Attanasio, Flavio Giobergia, Andrea Pasini, Francesco Ventura, Elena Maria Baralis, Luca Cagliero, Paolo Garza, Daniele Apiletti, Tania Cerquitelli, Silvia Anna Chiusano (2020) DSLE: A Smart Platform for Designing Data Science Competitions, In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), pages 133-142, ISBN: 978-1-7281-7303-0, Type: Conference
Moreno La Quatra, Luca Cagliero (2020) End-to-end Training For Financial Report Summarization, In: Proceedings of the 1st Joint Workshop on Financial Narrative Processing and MultiLing Financial Summarisation, pages 118-123, Type: Conference
M. La Quatra, L. Cagliero, E. Baralis (2020) Exploiting pivot words to classify and summarize discourse facets of scientific papers, In: SCIENTOMETRICS, pages 1-19, ISSN: 0138-9130, Type: Journal paper
Jacopo Fior, Luca Cagliero (2020) Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading, In: Deep data intelligence for finance (DDIF), pages 333-340, Type: Conference
L. Cagliero, M. La Quatra (2020) Extracting highlights of scientific articles: A supervised summarization approach, In: EXPERT SYSTEMS WITH APPLICATIONS, page 113659, ISSN: 0957-4174, Type: Journal paper
L. Cagliero, M. La Quatra, D. Apiletti (2020) From Hotel Reviews to City Similarities: A Unified Latent-Space Model, In: ELECTRONICS, pages 1-16, ISSN: 2079-9292, Type: Journal paper
Giuseppe Attanasio, Luca Cagliero, Elena Baralis (2020) Leveraging the explainability of associative classifiers to support quantitative stock trading, In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, pages 1-6, ISBN: 9781450380300, Type: Conference
S. Mishra, L. Vassio, L. Cagliero, M. Mellia, E. Baralis, R. Loti, L. Salvatori (2020) Machine learning supported next-maintenance prediction for industrial vehicles, In: CEUR Workshop Proceedings, Type: Conference
Elena Daraio, Luca Cagliero, Silvia Chiusano, Paolo Garza, Danilo Giordano (2020) Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts, In: ELECTRONICS, page 1322, ISSN: 2079-9292, Type: Journal paper
Jacopo Fior, Luca Cagliero, Paolo Garza (2020) Price Series Cross-Correlation Analysis to Enhance the Diversification of Itemset-based Stock Portfolios, In: Proceedings of the Sixth International Workshop on Data Science for Macro-Modeling, DSMM 2020, In conjunction with the ACM SIGMOD/PODS Conference, pages 1-6, ISBN: 9781450380300, Type: Conference
Stefano Proto, Evelina Di Corso, Daniele Apiletti, Luca Cagliero, Tania Cerquitelli, Giovanni Malnati, Davide Mazzucchi (2020) REDTag: A Predictive Maintenance Framework for Parcel Delivery Services, In: IEEE ACCESS, pages 14953-14964, ISSN: 2169-3536, Type: Journal paper
Luca Cagliero, Paolo Garza, Giuseppe Attanasio, Elena Baralis (2020) Training ensembles of faceted classification models for quantitative stock trading, In: COMPUTING, pages 1213-1225, ISSN: 0010-485X, Type: Journal paper
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, pages 72-76, ISBN: 978-1-7281-2772-9, Type: Conference
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, pages 514-521, Type: Conference
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, pages 1-33, ISSN: 1046-8188, Type: Journal paper
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, pages 1-6, Type: Conference
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), pages 233-246, Type: Conference
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, pages 1-6, ISBN: 9781450368230, Type: Conference
Luca Cagliero, Laura Farinetti, Elena Maria Baralis (2019) Recommending Personalized Summaries of Teaching Materials, In: IEEE ACCESS, pages 22729-22739, ISSN: 2169-3536, Type: Journal paper
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, Type: Journal paper
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, page 2521, ISSN: 2076-3417, Type: Journal paper
Luca Cagliero, Tania Cerquitelli, Silvia Chiusano, Paolo Garza, Antonio Attanasio (2018) Characterizing unpredictable patterns in Wireless Sensor Network data, In: INFORMATION SCIENCES, pages 149-162, ISSN: 0020-0255, Type: Journal paper
Luca Cagliero, Paolo Garza, Mohammad Reza Kavoosifar, Elena Baralis (2018) Discovering cross-topic collaborations among researchers by exploiting weighted association rules, In: SCIENTOMETRICS, pages 1273-1301, ISSN: 0138-9130, Type: Journal paper
Elena Maria Baralis, Luca Cagliero (2018) Highlighter: automatic highlighting of electronic learning documents, In: IEEE TRANSACTIONS ON EMERGING TOPICS IN COMPUTING, pages 7-19, ISSN: 2168-6750, Type: Journal paper
Luca Cagliero, Paolo Garza (2018) Study of the applicability of an itemset-based portfolio planner in a multi-market context, In: CEUR Workshop Proceedings, pages 50-55, Type: Conference
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, pages 224-234, ISBN: 978-3-319-67161-1..., Type: Conference
Elena Maria Baralis, Luca Cagliero, Tania Cerquitelli, Paolo Garza, Fabio Pulvirenti (2017) Discovering profitable stocks for intraday trading, In: INFORMATION SCIENCES, pages 91-106, ISSN: 0020-0255, Type: Journal paper
Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto, Elena Maria Baralis (2017) Educational video services in universities: a systematic effectiveness analysis, In: 2017 IEEE Frontiers in Education Conference (FIE), pages 1-9, ISBN: 978-1-5090-5920-1, Type: Conference
Elena Maria Baralis, Luca Cagliero, Laura Farinetti, Marco Mezzalama, Enrico Venuto (2017) Experimental validation of a massive educational service in a blended learning environment, In: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), pages 381-390, ISBN: 978-1-5386-0367-3, Type: Conference
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..., pages 56-68, Type: Conference
Elena Baralis, Luca Cagliero, Paolo Garza (2017) Planning stock portfolios by means of weighted frequent itemsets, In: EXPERT SYSTEMS WITH APPLICATIONS, pages 1-17, ISSN: 0957-4174, Type: Journal paper
Luca Cagliero, Silvia Anna Chiusano, Tania Cerquitelli, Paolo Garza, Xin Xiao (2017) Predicting critical conditions in bicycle sharing systems, In: COMPUTING, pages 39-57, ISSN: 0010-485X, Type: Journal paper
Luca Cagliero (2017) Summarization of emergency news articles driven by relevance feedback, In: Titolo volume non avvalorato, pages 3713-3721, ISBN: 978-1-5386-2715-0, Type: Conference
Luca Cagliero, Laura Farinetti, Elena Maria Baralis (2017) Test-driven summarization: combining formative assessment with teaching document summarization, In: 2017 IEEE 41st Annual Computer Software and Applications Conference (COMPSAC), pages 401-406, ISBN: 978-1-5386-0367-3, Type: Conference

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