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Associate Professor

+39 0110907179 / 7179 (DAUIN)

Most recent publications

Cagliero, Luca; La Quatra, Moreno (In stampa)
Inferring multilingual domain-specific word embeddings from large document corpora. In: IEEE ACCESS. ISSN 2169-3536
Buccafusco, Silvia; Megaro, Andrea; Cagliero, Luca; Vaccarino, Francesco; Salvatori, ... (2021)
Profiling industrial vehicle duties using CAN bus signal segmentation and clustering. In: Workshops of the 24th International Conference on Extending Database Technology/24th International Conference on Database Theory, EDBT-ICDT 2021, Nicosia (Cyprus), March 23-26, 2021, pp. 1-6. ISBN: 978-3-89318-084-4 Download fulltext
Fior, Jacopo; Cagliero, Luca (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), Madrid (Spain), 12-16 July 2021, pp. 402-407
Cagliero, Luca; La Quatra, Moreno (2021)
Automatic slides generation in the absence of training data. In: IEEE Annual International Computer Software and Applications Conference (COMPSAC), Virtual, Online, July 12-16, 2021, pp. 103-108 Download fulltext
La Quatra, Moreno; Cagliero, Luca; Baralis, Elena Maria; Messina, Alberto; Montagnuolo, ... (2021)
Summarize Dates First: A Paradigm Shift in Timeline Summarization. In: ACM SIGIR 2021, Virtual, Online, 11 July 2021 - 15 July 2021, pp. 418-427. ISBN: 978-145038037-9 Download fulltext
La Quatra, M.; Cagliero, L.; Baralis, E. (2021)
Leveraging full-text article exploration for citation analysis. In: SCIENTOMETRICS. ISSN 0138-9130 Download fulltext
Markudova, Dena; Mishra, Sachit; Cagliero, Luca; Vassio, Luca; Mellia, Marco; Baralis, ... (2021)
Preventive maintenance for heterogeneous industrial vehicles with incomplete usage data. In: COMPUTERS IN INDUSTRY, vol. 130. ISSN 0166-3615 Download fulltext
Cagliero, L.; Canale, L.; Farinetti, L.; Baralis, E.; Venuto, E. (2021)
Predicting student academic performance by means of associative classification. In: APPLIED SCIENCES, vol. 11, pp. 1-22. ISSN 2076-3417 Download fulltext
Giordano, Danilo; Vassio, Luca; Cagliero, Luca (2021)
A multi-faceted characterization of free-floating car sharing service usage. In: TRANSPORTATION RESEARCH. PART C, EMERGING TECHNOLOGIES, vol. 125. ISSN 0968-090X
Canale, Lorenzo; Farinetti, Laura; Cagliero, Luca (2021)
From teaching books to educational videos and vice versa: a cross-media content retrieval experience. In: COMPSAC, pp. 115-120. ISBN: 978-1-6654-2463-9 Download fulltext
La Quatra, Moreno; Cagliero, Luca (2020)
End-to-end Training For Financial Report Summarization. In: FNP @ COLING 2020, Barcelona, Spain (Online), 8/12/2020 - 13/12/2020, pp. 118-123 Download fulltext
Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura (2020)
UNIFORM: Automatic Alignment of Open Learning Datasets. In: 44th Annual Computers, Software, and Applications Conference (COMPSAC), pp. 95-102. ISBN: 978-1-7281-7303-0 Download fulltext
Fior, Jacopo; Cagliero, Luca (2020)
Exploring the Use of Data at Multiple Granularity Levels in Machine Learning-Based Stock Trading. In: IEEE ICDM 2020, Sorrento (IT), November 17-20, 2020, pp. 333-340
Fior, Jacopo; Cagliero, Luca; Garza, Paolo (2020)
Price Series Cross-Correlation Analysis to Enhance the Diversification of Itemset-based Stock Portfolios. In: 2020 ACM SIGMOD/PODS Conference, Portland, OR, USA, June 14, 2020, pp. 1-6. ISBN: 9781450380300
Giobergia, Flavio; Cagliero, Luca; Garza, Paolo; Baralis, Elena (2020)
Cross-Lingual Propagation of Sentiment Information Based on Bilingual Vector Space Alignment. In: Data Analytics solutions for Real-LIfe APplications (DARLI-AP). 2020 Workshops of the EDBT/ICDT Joint Conference, EDBT/ICDT-WS 2020 Download fulltext
Attanasio, Giuseppe; Cagliero, Luca; Baralis, Elena (2020)
Leveraging the explainability of associative classifiers to support quantitative stock trading. In: Sixth International Workshop on Data Science for Macro-Modeling, Portland, OR, USA, June 14, 2020, pp. 1-6. ISBN: 9781450380300 Download fulltext
Daraio, Elena; Cagliero, Luca; Chiusano, Silvia Anna; Garza, Paolo; Ricupero, Giuseppe (2020)
An explainable data-driven approach to web directory taxonomy mapping. In: 24th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Verona (IT), 16-18 september 2020, pp. 1101-1110. ISSN 1877-0509 Download fulltext
Daraio, Elena; Cagliero, Luca; Chiusano, Silvia; Garza, Paolo; Giordano, Danilo (2020)
Predicting Car Availability in Free Floating Car Sharing Systems: Leveraging Machine Learning in Challenging Contexts. In: ELECTRONICS, vol. 9. ISSN 2079-9292 Download fulltext
Cagliero, L.; La Quatra, M. (2020)
Extracting highlights of scientific articles: A supervised summarization approach. In: EXPERT SYSTEMS WITH APPLICATIONS, vol. 160. ISSN 0957-4174
Attanasio, Giuseppe; Giobergia, Flavio; Pasini, Andrea; Ventura, Francesco; Baralis, ... (2020)
DSLE: A Smart Platform for Designing Data Science Competitions. In: 2020 IEEE 44th Annual Computers, Software, and Applications Conference (COMPSAC), Madrid (Spain), July 13-17, pp. 133-142. ISBN: 978-1-7281-7303-0 Download fulltext
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