Ali Yassine

Ph.D. candidate in Ingegneria Informatica E Dei Sistemi , 40^th cycle (2024-2027)
Department of Control and Computer Engineering (DAUIN)

Adjunct lecturer/Adjunct instructor
Department of Control and Computer Engineering (DAUIN)

Profile

PhD

Research topic

Multivariate time series representation learning for vehicle telematics data analysis

Tutors

Keywords

Data science, Computer vision and AI

Biography

Ali Yassine is a Ph.D. student in the Department of Control and Computer Engineering (DAUIN) at Politecnico di Torino, where he also earned a Master’s degree in Data Science and Engineering in 2024. He is a member of the DataBase and Data Mining Group (DBDMG) and is affiliated with the SmartData@PoliTO center, which focuses on Big Data technologies, Data Science, and Machine Learning.
His research, conducted in collaboration with Tierra S.p.A. to bridge academia and industry, focuses on the analysis of complex multivariate time series data with applications in vehicle telematics. His broader research interests include big data analytics, natural language processing (NLP), and large language models (LLMs).

Teaching

Teachings

Master of Science

Deep natural language processing. A.A. 2026/27, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Deep natural language processing. A.A. 2025/26, DATA SCIENCE AND ENGINEERING. Collaboratore del corso

Research

Research Areas/Fields/Groups

DBDM - Database and Data Mining Group (DAUIN)

Publications

Latest publications View all publications in Porto@Iris

Yassine, Ali; Nguyen, Van Thanh; Jaber, Hassan; Carli, Massimiliano; Tarantino, ... (2026)
Time Series Foundation Models Meet Variational Autoencoders for Anomaly Detection. In: 20th Anniversary IEEE International Conference on Application of Information and Communication Technologies (AICT), Baku, Azerbaijan, October 14–16, 2026
Contributo in Atti di Convegno (Proceeding)
Yassine, Ali; Savelli, Claudio; Napolitano, Davide; Gallipoli, Giuseppe; Cagliero, Luca; ... (2026)
AC/DG at Cruciverb-IT: Retrieval-Based Approaches for Italian Crossword Clue Answering. In: EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Bari (ITA), February 26th-27th, 2026, pp. 1-11. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)
Yassine, Ali; Ibrahim, Hadi; Cagliero, Luca (2026)
Ita-Lib at SVELA: Detecting the Forgotten - Representation-Based Approach for Verifying Machine Unlearning. In: EVALITA 2026 9th Evaluation Campaign of Natural Language Processing and Speech Tools for Italian, Bari (ITA), February 26th-27th, 2026, pp. 1-11. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)
Yassine, Ali; Zorzan, Fabio; Salvatori, Lucia; Vassio, Luca; Cagliero, Luca (2026)
Transformer-based Analysis of Vehicle CAN Bus Data for Predictive Maintenance: A Real Case Study. In: 10th International Workshop on Data Analytics solutions for Real-LIfe APplications (DARLI-AP), Tampere, Finland, March 24, 2026. ISSN 1613-0073
Contributo in Atti di Convegno (Proceeding)
Yassine, Ali; Cagliero, Luca; Vassio, Luca (2026)
On Cost-Effectiveness of Language Models for Time Series Anomaly Detection. In: INFORMATION, vol. 17. ISSN 2078-2489
Contributo su Rivista