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Professore Associato (L.240)

Referente Corsi di Studio (Laurea Magistrale in DATA SCIENCE AND ENGINEERING)

+39 0110907022 / 7022 (DAUIN)

Pubblicazioni degli ultimi anni

Perna, Gianluca; Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafò, ... (2021)
Online Classification of RTC Traffic. In: 2021 IEEE 18th Annual Consumer Communications & Networking Conference, Las Vegas, NV, USA, 9-12 Jan. 2021, pp. 1-6. ISBN: 978-1-7281-9794-4 Download fulltext
Corain, Matteo; Garza, Paolo; Asudeh, Abolfazl (2021)
DBSCOUT: A Density-based Method for Scalable Outlier Detection in Very Large Datasets. In: 2021 IEEE 37th International Conference on Data Engineering (ICDE), Chania, Greece, 19-22 April 2021, pp. 37-48. ISBN: 978-1-7281-9184-3 Download fulltext
Markudova, Dena; Trevisan, Martino; Garza, Paolo; Meo, Michela; Munafo, Maurizio; ... (2021)
What's my App?: ML-based classification of RTC applications. In: PERFORMANCE EVALUATION REVIEW, vol. 48, pp. 41-44. ISSN 0163-5999 Download fulltext
Cipriano, Marco; Colomba, Luca; Garza, Paolo (2021)
A Data-Driven Based Dynamic Rebalancing Methodology for Bike Sharing Systems. In: APPLIED SCIENCES, vol. 11. ISSN 2076-3417 Download fulltext
Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Farasin, Alessandro; ... (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, Nicosia (Cyprus), March 23-26, 2021. ISBN: 978-3-89318-084-4 Download fulltext
Cagliero, Luca; Garza, Paolo; Attanasio, Giuseppe; Baralis, Elena (2020)
Training ensembles of faceted classification models for quantitative stock trading. In: COMPUTING, pp. 1-13. ISSN 0010-485X Download fulltext
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
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
Cagliero, Luca; Garza, Paolo; La Quatra, Moreno (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 / Fiori A., Hershey, IGI Global, pp. 1-31. ISBN: 9781522593737
Lopez Fuentes, Laura; Farasin, Alessandro; Zaffaroni, Mirko; Skinnemoen, Harald; Garza, ... (2020)
Deep learning models for road passability detection during flood events using social media data. In: APPLIED SCIENCES, vol. 10. ISSN 2076-3417 Download fulltext
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
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
Monaco, Simone; Pasini, Andrea; Apiletti, Daniele; Colomba, Luca; Garza, Paolo; Baralis, ... (2020)
Improving Wildfire Severity Classification of Deep Learning U-Nets from Satellite Images. In: 2020 IEEE International Conference on Big Data, Atlanta (US), December 10-13, 2020, pp. 5786-5788. ISBN: 978-1-7281-6251-5 Download fulltext
Farasin, Alessandro; Colomba, Luca; Garza, Paolo (2020)
Double-Step U-Net: A Deep Learning-Based Approach for the Estimation of Wildfire Damage Severity through Sentinel-2 Satellite Data. In: APPLIED SCIENCES, vol. 10. ISSN 2076-3417 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
Farasin, Alessandro; Peciarolo, Francesco; Grangetto, Marco; Gianaria, Elena; Garza, ... (2020)
Real-time object detection and tracking in mixed reality using Microsoft HoloLens. In: VISIGRAPP 2020 - 15th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications, Valletta (MT), 27/02/2020 - 29/02/2020, pp. 165-172. ISBN: 978-989-758-402-2
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