Associate Professor (L. 240)
Department of Control and Computer Engineering (DAUIN)
- Coordinator of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
- Member Centrostudi4impact@PoliTo
- Member of Interdepartmental Center SmartData@PoliTO - Big Data and Data Science Laboratory
Profile
Research interests
Scientific branch
(Area 0009 - Industrial and information engineering)
Skills
ERC sectors
SDG
Awards and Honors
- Optime. Riconoscimento al merito nello studio conferred by Unione Industriale Torino, Italy (2008)
- Working Capital PNI conferred by Telecom Italia, Italy (2011)
- Premio GiovedìScienza conferred by Associazione CentroScienza Onlus, Italy (2013)
Fellowships
- Fellow - ACM, Stati Uniti (2010-)
membro ACM - Effective member - IEEE, Stati Uniti (2010-)
Editorial boards
- EXPERT SYSTEMS WITH APPLICATIONS (2021-), Associate Editor of magazine or editorial series
- MACHINE LEARNING WITH APPLICATIONS (2020-), Associate Editor of magazine or editorial series
Conferences
- ACM SIGMOD 2023, Program committee
- LOD 2022, Program committee
- IEEE ICDM 2021 (7/12/2021-10/12/2021), Program committee
- ACM CIKM 2018 (22/10/2018-26/10/2018), Participation to the organizing committee
Roles as evaluator or expert
- Commissario di concorso Ricercatore con contratto a tempo determinato art. 24 comma 3 lett. a) della L. 240/2010. 2021
UNIVERSITA' DEGLI STUDI DI VERONA - DIPARTIMENTO DI INFORMATICA - STRADA LE GRAZIE 15 37100
Teaching
Collegi of the PhD programmes
- SCIENZE MATEMATICHE, 2022/2023 (39. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
Teachings
PhD
- Natural Language Processing based on Deep Learning. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Natural Language Processing based on Deep Learning. A.A. 2022/23, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Text mining and analytics. A.A. 2021/22, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Text mining and analytics. A.A. 2020/21, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Text mining and analytics. A.A. 2019/20, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
- Text mining and analytics. A.A. 2018/19, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Deep natural language processing. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Deep natural language processing. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Titolare del corso
- Deep natural language processing. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Titolare del corso
Bachelor of Science
- Basi di dati. A.A. 2023/24, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA GESTIONALE. Titolare del corso
- Basi di dati. A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2021/22, INGEGNERIA GESTIONALE. Titolare del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA GESTIONALE. Titolare del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA GESTIONALE. Collaboratore del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA GESTIONALE. Titolare del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA INFORMATICA. Titolare del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA GESTIONALE. Titolare del corso
Teaching and training projects
Projects funded by commercial contracts
- Data Science, Machine Learning e tecnologia Blockchain: fondamenti e applicazioni, (2022-2022) - Responsabile Scientifico
Commercial contracts
Research
Research groups
Research projects
Projects funded by competitive calls
- Entrepreneurs As Scientists: When and How Start-ups Benefit from A Scientific Approach to Decision Making, (2020-2023) - Responsabile Scientifico
Nationally funded research - PRIN
Projects funded by commercial contracts
- Supporto alle attività di ricerca mirate al design e sviluppo di una piattaforma per l’Hacking Automation basata su tecniche di Intelligenza Artificiale, (2024-2024) - Responsabile Scientifico
Commercial Research - Modelli statistici, Data Analytics e Machine Learning, (2023-2024) - Responsabile Scientifico
Commercial Research - Contratto di ricerca tra il Politecnico (DAUIN) e Intesa Sanpaolo Innovation Center S.p.A per la realizzazione del Progetto di Ricerca “AI for Trend Analysis Content Annotation and Summarization” , (2023-2024) - Responsabile Scientifico
Commercial Research - Natural Language Processing a supporto dell’operatività TIM, (2023-2023) - Responsabile Scientifico
Commercial Research - Supervisione alle attività di ricerca per la progettazione di modelli di Intelligenza Artificiale per il self-assessment di compliance con standard avanzati per la cyberSecurity di sistemi automotive (ISO-21434 e UN-ECE Regulation 155), (2023-2023) - Responsabile Scientifico
Commercial Research - Modelli statistici, Data Analytics e Machine Learning, (2022-2023) - Responsabile Scientifico
Commercial Research - “Modelli statistici, data analytics e machine learning (year 2020)”, “Fog computing e opportunistic networking (year 2020)” e “Design e implementazione di funzionalità firmware avanzate (year 2020)”, (2020-2021) - Responsabile Scientifico
Commercial Research - Telematica applicata al settore delle assicurazioni: Rilevazione di dati grezzi ed analisi mediante tecniche di intelligenza artificiale, (2020-2021) - Responsabile Scientifico
Commercial Research - MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING”, “FOG COMPUTING E OPPORTUNISTIC NETWORKING” e “DESIGN E IMPLEMENTAZIONE DI FUNZIONALITÀ FIRMWARE AVANZATE”, (2019-2020) - Responsabile Scientifico
Commercial Research - MODELLI STATISTICI, DATA ANALYTICS E MACHINE LEARNING - FOG COMPUTING E OPPORTUNISTIC NETWORKING, (2018-2019) - Responsabile Scientifico
Commercial Research
Supervised PhD students
- Simone Papicchio. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
- Giuseppe Gallipoli. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2023-in progress)
- Davide Napolitano. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
- Irene Benedetto. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-in progress)
- Lorenzo Vaiani. Programme in Ingegneria Informatica E Dei Sistemi (37th cycle, 2021-in progress)
- Jacopo Fior. Programme in Ingegneria Informatica E Dei Sistemi (35th cycle, 2019-2023)
Thesis: Machine Learning-Driven Decision Making based on Financial Time Series - Moreno La Quatra. Programme in Ingegneria Informatica E Dei Sistemi (34th cycle, 2018-2022)
Thesis: Deep Learning for Natural Language Understanding and Summarization
Life sciences
Publications
PoliTO co-authors
Last years publications
Publications by type
Latest publications View all publications in Porto@Iris
- Koudounas, Alkis; Pastor, Eliana; Mazzia, Vittorio; Giollo, Manuel; Gueudre, Thomas; ... (In stampa)
Leveraging confidence models for identifying challenging data subgroups in speech models. In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing Workshop (ICASSPW), Seoul, Korea, 14-19 April, 2024
Contributo in Atti di Convegno (Proceeding) - Cagliero, Luca; Avignone, Andrea; Chiusano, Silvia (In stampa)
Discovering SpatioTemporal Warning Contexts from non-emergency call reports. In: European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases, Torino, September 18-22 2023
Contributo in Atti di Convegno (Proceeding) - Napolitano, Davide; Vaiani, Lorenzo; Cagliero, Luca (In stampa)
Enhancing BERT-Based Visual Question Answering through Keyword-Driven Sentence Selection. In: 32nd ACM International Conference on Information and Knowledge Management
Contributo in Atti di Convegno (Proceeding) - Benedetto, Irene; Koudounas, Alkis; Vaiani, Lorenzo; Pastor, Eliana; Cagliero, Luca; ... (2024)
Boosting court judgment prediction and explanation using legal entities. In: ARTIFICIAL INTELLIGENCE AND LAW, pp. 1-36. ISSN 0924-8463
Contributo su Rivista - La Quatra, Moreno; Greco, Salvatore; Cagliero, Luca; Tonti, Michela; Dragotto, ... (2024)
Building Foundations for Inclusiveness through Expert-Annotated Data. In: Data Analytics solutions for Real-LIfe APplications (DARLI-AP) workshop, Paestum (IT), March 25-28, 2024. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; Mazzia, Vittorio; Giollo, Manuel; ... (2024)
Towards Comprehensive Subgroup Performance Analysis in Speech Models. In: IEEE/ACM TRANSACTIONS ON AUDIO, SPEECH, AND LANGUAGE PROCESSING, vol. 32, pp. 1468-1480. ISSN 2329-9290
Contributo su Rivista - Rege Cambrin, Daniele; Cagliero, Luca; Garza, Paolo (2024)
DQNC2S: DQN-based Cross-stream Crisis event Summarizer. In: 46th European Conference on Information Retrieval. ECIR 2024, Glasgow (UK), March 24–28, 2024, pp. 422-430. ISSN 0302-9743. ISBN: 978-3-031-56062-0
Contributo in Atti di Convegno (Proceeding) - Gallipoli, Giuseppe; Cagliero, Luca; Garza, Paolo (2023)
Extractive Conversation Summarization Driven by Textual Entailment Prediction. In: 2023 IEEE 17th International Conference on Application of Information and Communication Technologies (AICT), Baku (AZ), 18-20 October 2023, pp. 1-6. ISBN: 979-8-3503-0356-8
Contributo in Atti di Convegno (Proceeding) - Cagliero, Luca; Canale, Lorenzo; Farinetti, Laura (2023)
Data-Driven Analysis of Student Engagement in Time-Limited Computer Laboratories. In: ALGORITHMS, vol. 16. ISSN 1999-4893
Contributo su Rivista - Koudounas, Alkis; Giobergia, Flavio; Benedetto, Irene; Monaco, Simone; Cagliero, Luca; ... (2023)
baρtti at GeoLingIt: Beyond Boundaries, Enhancing Geolocation Prediction and Dialect Classification on Social Media in Italy. In: EVALITA 2023, Parma (ITA), September 7th - 8th, 2023. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding) - Benedetto, Irene; Sportelli, Gianpiero; Bertoldo, Sara; Tarasconi, Francesco; Cagliero, ... (2023)
On the use of Pretrained Language Models for Legal Italian Document Classification. In: 27th International Conference on Knowledge-Based and Intelligent Information & Engineering Systems, Atene, Grecia, September 6-8, 2023. ISSN 1877-0509
Contributo in Atti di Convegno (Proceeding) - Benedetto, Irene; Cagliero, Luca; Tarasconi, Francesco; Giacalone, Giuseppe; Bernini, ... (2023)
Benchmarking Abstractive Models for Italian Legal News Summarization. In: JURIX2023: 36th International Conference on Legal Knowledge and Information Systems, Maastricht (NLD), 18-20 December 2023, pp. 311-316. ISSN 0922-6389. ISBN: 9781643684727
Contributo in Atti di Convegno (Proceeding) - Benedetto, Irene; La Quatra, Moreno; Cagliero, Luca; Vassio, Luca; Trevisan, Martino (2023)
Transformer-based Prediction of Emotional Reactions to Online Social Network Posts. In: Workshop on Computational Approaches to Subjectivity and Sentiment Analysis (WASSA), Toronto (CAN), July 9–14, 2023, pp. 354-364
Contributo in Atti di Convegno (Proceeding) - Napolitano, Davide; Cagliero, Luca (2023)
GX-HUI: Global Explanations of AI Models based on High-Utility Itemsets. In: 47th IEEE Annual Computers, Software, and Applications Conference, COMPSAC 2023, Torino (Italy), June 26-30, 2023, pp. 292-297. ISBN: 979-8-3503-2697-0
Contributo in Atti di Convegno (Proceeding) - Cagliero, Luca; Buccafusco, Silvia; Vaccarino, Francesco; Salvatori, Lucia; Loti, ... (2023)
Detecting industrial vehicles’ duty levels using contrastive learning. In: 2023 IEEE International Conference on Big Data (IEEE Big Data 2023), Sorrento (Italy), December 15-18, 2023, pp. 1630-1636. ISBN: 979-8-3503-2445-7
Contributo in Atti di Convegno (Proceeding)