Ph.D. in Ingegneria Informatica E Dei Sistemi , 17th cycle (2002-2004)
Ph.D. obtained in 2005
Tutors:
Elena Maria BaralisProfile
Research interests
Biography
Paolo Garza received the master's and Ph.D. degrees in Computer Engineering from Politecnico di Torino in 2001 and 2005, respectively. He spent three years, from 2010 to 2012, as an assistant professor at Politecnico di Milano. From December 2012 to 2018, he was an assistant professor at Politecnico di Torino. Since December 2018, he has been an associate professor at the Dipartimento di Automatica e Informatica, Politecnico di Torino. His research interests include data mining algorithms, big data analytics, and data science. He has worked on classification, clustering, itemset mining, outlier detection, and scalable algorithms. He coauthored about 100 papers on data mining, machine learning, and big data algorithms.
Scientific branch
(Area 0009 - Industrial and information engineering)
Teaching
Collegi of the PhD programmes
- INGEGNERIA INFORMATICA E DEI SISTEMI, 2023/2024 (40. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2022/2023 (39. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2021/2022 (38. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2020/2021 (37. ciclo)
Politecnico di TORINO - INGEGNERIA INFORMATICA E DEI SISTEMI, 2019/2020 (36. ciclo)
Politecnico di TORINO
Collegi of the degree programmes
Teaching and training projects
Projects funded by commercial contracts
- Corso di base su Big Data e Data Science, (2019-2019) - Responsabile Scientifico
Commercial contracts
Research
Research groups
Laboratories
Research projects
Projects funded by competitive calls
- AI4CTI - ARTIFICIAL INTELLIGENCE FOR CYBER THREAT INTELLIGENCE , (2025-2028) - Componente gruppo di Ricerca
National Research - NODES - Spoke 2 - Nord Ovest Digitale E Sostenibile - GREEN TECHNOLOGIES AND SUSTAINABLE INDUSTRY (Spoke 2) , (2022-2025) - Responsabile Scientifico di Struttura
PNRR – Mission 4
Projects funded by commercial contracts
- Machine Learning for network supervision, assurance, and delivery , (2025-2025) - Responsabile Scientifico
Commercial Research - Machine Learning for network supervision and Assurance , (2023-2023) - Responsabile Scientifico
Commercial Research - Machine Learning for Network Supervision and Fault Management , (2022-2022) - Responsabile Scientifico
Commercial Research - Algoritmi di data mining e machine learning per sistemi di Cybersecurity in ambito web , (2022-2024) - Responsabile Scientifico
Consulting - Machine learning for networksupervision and fault management , (2021-2021) - Responsabile Scientifico
Commercial Research - Collaboration Research Agreement – CRA tra Politecnico di Torino (DET e DAUIN) e Cisco Systems Inc. (USA)_ "ML4QoE (Machine Learning for QoE): re-enabling QoE for multiparty real time” , (2019-2022) - Responsabile contrattuale
Commercial Research
Supervised PhD students
- Luca Barco. Programme in Ingegneria Informatica E Dei Sistemi (cycle 40, 2024-in progress)
Research subject: Spatio-Temporal Data Analytics on Heterogeneous Data
Data science, Computer vision and AI Data science, Computer vision and AI - Etibar Vazirov. Programme in Ingegneria Informatica E Dei Sistemi (cycle 40, 2024-in progress)
Research subject: Graph Neural Networks for Data Science
Data science, Computer vision and AI Data science, Computer vision and AI - Giuseppe Gallipoli. Programme in Ingegneria Informatica E Dei Sistemi (cycle 38, 2023-in progress)
Research subject: Conversational AI and Big Data for digitally oriented factories
Data science, Computer vision and AI Data science, Computer vision and AI Data science, Computer vision and AI - Daniele Rege Cambrin. Programme in Ingegneria Informatica E Dei Sistemi (cycle 38, 2022-in progress)
Research subject: Spatio-Temporal Machine Learning for Ecology and Crisis Management
Data science, Computer vision and AI Data science, Computer vision and AI - Lorenzo Vaiani. Programme in Ingegneria Informatica E Dei Sistemi (cycle 37, 2021-2025)
Thesis: Exploring the Use of Deep Models to Analyze Data in Multimodal Scenarios
Data science, Computer vision and AI Data science, Computer vision and AI - Luca Colomba. Programme in Ingegneria Informatica E Dei Sistemi (cycle 36, 2020-2024)
Thesis: Spatial data science: from aerial data to discrete spatio-temporal event analysis
Life sciences Software engineering and Mobile computing
Publications
Last years publications
PoliTO co-authors
Publications by type
Works published during the Ph.D. View all publications in Porto@Iris
- Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E.; Tanca, L. (2005)
Summarizing XML Data by Means of Association Rules. In: EDBT Workshops 2004, Heraklion, Crete, Greece, pp. 260-269. ISSN 0302-9743
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Garza, Paolo; Quintarelli, E.; Tanca, L. (2004)
Answering Queries on XML Data by means of Association Rules. In: Italian Symposium on Advanced Database Systems, jun, pp. 262-269. ISBN: 9788890140914
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Chiusano, SILVIA ANNA; Garza, Paolo (2004)
On support thresholds in associative classification. In: SAC 2004: The 19th ACM Symposium on Applied Computing, 14-17 March 2004, pp. 553-558. ISBN: 9781581138122
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Garza, Paolo (2003)
Majority Classification by Means of Association Rules. In: 7th European Conference on Principles and Practice of Knowledge Discovery in Databases, Cavtat-Dubrovnik; Croatia, pp. 35-46. ISSN 0302-9743
Contributo in Atti di Convegno (Proceeding) - Chiasserini, Carla Fabiana; AJMONE MARSAN, Marco Giuseppe; Baralis, ELENA MARIA; Garza, ... (2003)
Towards Feasible Topology Formation Algorithms for Bluetooth-based WPANS. In: HICSS 2003, Big Island of Hawaii, USA, January, 2003, pp. 313-322. ISBN: 9780769518749
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Garza, Paolo (2002)
Classification of Text by means of Association Rules. In: International Conference on Applied Mathematical Programming and Modelling (APMOD '02), Varenna, Italia, pp. 234-236
Contributo in Atti di Convegno (Proceeding) - Baralis, E; Garza, Paolo (2002)
Accurate Classification by means of Association Rules. In: Decimo Convegno Nazionale su Sistemi Evoluti per Basi di Dati, Portoferraio, Italy, June 19-21, 2002, pp. 273-280
Contributo in Atti di Convegno (Proceeding) - Baralis, ELENA MARIA; Garza, Paolo (2002)
A Lazy Approach To Pruning Classification Rules. In: IEEE Int. Conf. on Data Mining, Maebashi City, Japan, 9-12 December 2002, pp. 35-42. ISBN: 9780769517544
Contributo in Atti di Convegno (Proceeding)