• Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente

• DBDM - Database and Data Mining Group

Projects funded by competitive calls

• SchedulAI - Supporto e ottimizzazione data driven della schedulazione AMIAT , (2025-2026) - Responsabile Scientifico
  Corporate-funded and donor-funded research
• TWICE - Digital twin e Intelligenza Artificiale per il controllo predittivo e adattivo dell'energia negli edifici , (2025-2026) - Responsabile di progetto (VR, Delegato,...)
  National Research

Projects funded by commercial contracts

• Tecniche di intelligenza artificiale multimodale ad agenti per l’analisi di grandi quantità di dati eterogenei in applicazioni forensi , (2025-2027) - Responsabile Scientifico
  Consulting
• Modellazione di dati da fonti eterogenee a supporto dell'interrogazione, anche in linguaggio naturale, dell'archivio privato di ricerche aziendali, tramite tecniche di data-driven e theory-guided data , (2024-2025) - Responsabile Scientifico
  Commercial Research
• Realizzazione di una piattaforma web per il collegamento dell’intero ecosistema turistico nazionale al fine di valorizzare, integrare e favorire l’offerta turistica complessiva , (2023-2024) - Responsabile Scientifico
  Consulting
• Tecniche di Intelligenza Artificiale applicate allo studio di fenomeni fisici per la risoluzione di reti di flussi nel dimensionamento di impianti termotecnici , (2022-2023) - Responsabile Scientifico
  Commercial Research
• Tecniche di Machine Learning e Data Science per clinical trials e PLF , (2021-2021) - Responsabile Scientifico
  Commercial Research
• Tecniche di Machine Learning e Data Science per le filiere in ambito clinico , (2020-2020) - Responsabile Scientifico
  Commercial Research

• Yangtao Chen. Programme in Ingegneria Informatica E Dei Sistemi (cycle 41, 2025-in progress)
• Marco De Luca. Programme in Ingegneria Informatica E Dei Sistemi (cycle 41, 2025-in progress)
  Research subject: Graph neural networks, Reinforcement learning, Agentic AI, Knowledge-informed machine learning
  
  Data science, Computer vision and AI
  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
• Gabriele Scaffidi Militone. Programme in Ingegneria Informatica E Dei Sistemi (cycle 39, 2023-in progress)
  Research subject: Cloud continuum machine learning
  
  Data science, Computer vision and AI
  Parallel and distributed systems, Quantum computing
  Data science, Computer vision and AI
  Parallel and distributed systems, Quantum computing
• Daniele Rege Cambrin. Programme in Ingegneria Informatica E Dei Sistemi (cycle 38, 2022-2026)
  Thesis: Spatio-Temporal Machine Learning for Ecology and Crisis Management
  
  Data science, Computer vision and AI
  Data science, Computer vision and AI
• Simone Monaco. Programme in Ingegneria Informatica E Dei Sistemi (cycle 37, 2021-2025)
  Thesis: Theory-guided Data Science models
  
  Data science, Computer vision and AI

• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania; Fiori, ... (2009)
  Real-time and Mobile Physiological Data Analysis. In: Information Discovery on Electronic Health Records / VAGELIS HRISTIDIS, S.L., Chapman & Hall/CRC, pp. 227-249. ISBN: 9781420090383
  Contributo in Volume
• Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo (2009)
  Characterizing network traffic by means of the NetMine framework. In: COMPUTER NETWORKS, vol. 53, pp. 774-789. ISSN 1389-1286
  Contributo su Rivista
• Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; Cheema, ADEEL ASHRAF (2009)
  Energy-aware models for sensor network data acquisition.. In: 5th IEEE/ACM DCOSS International Conference on Distributed Computing in Sensor Systems, MARINA DEL REY, CALIFORNIA,, JUNE 8-10, 2009. ISBN: 9789609313292
  Contributo in Atti di Convegno (Proceeding)
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania (2009)
  Real-time analysis of physiological data to support medical applications. In: IEEE TRANSACTIONS ON INFORMATION TECHNOLOGY IN BIOMEDICINE, vol. 13, pp. 313-321. ISSN 1089-7771
  Contributo su Rivista
• Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA (2009)
  Extraction of Constraints from Biological Data. In: Biomedical Data and Applications. / AMANDEEP S. SIDHU; THARAM S. DILLON, Berlin Heidelberg, Springer, pp. 169-186. ISBN: 9783642021923
  Contributo in Volume
• Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo (2008)
  Network Digest analysis by means of association rules. In: Intelligent Systems, 2008. IS '08. 4th International IEEE Conference, Varna, Bulgaria, September 6-8, 2008, pp. 1-6. ISBN: 978-1-4244-1739-1
  Contributo in Atti di Convegno (Proceeding)
• Apiletti, Daniele; Baralis, ELENA MARIA; Cerquitelli, Tania; D'Elia, Vincenzo (2008)
  Generalized association rules to support Network Digest analysis. In: Italian Symposium on Advanced Database Systems, SEBD 2008, Mondello (PA), Italy, June 22-25, 2008
  Contributo in Atti di Convegno (Proceeding)
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania (2008)
  Real-time Individuation of Global Unsafe Anomalies and Alarm Activation. In: Intelligent Techniques and Tools for Novel System Architectures / Chountas, P.; Petrounias, I.; Kacprzyk, J., S.L., Springer Berlin Heidelberg, pp. 220-236. ISBN: 9783540776215
  Contributo in Volume
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania (2008)
  Ubiquitous risk analysis of physiological data. In: Handbook of Research on Distributed Medical Informatics & E-Health / ATHINA A. LAZAKIDOU; KONSTANTINOS M. SIASSIAKOS, S.L., IGI Global, pp. 478-491. ISBN: 9781605660028
  Contributo in Volume
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania (2007)
  SAPhyRA: Stream Analysis for Physiological Risk Assessment. In: IEEE CBMS'07 - 20th International Symposium on Computer-Based Medical Systems, Maribor, Slovenia, June 20-22, 2007, pp. 193-198. ISBN: 0769529054
  Contributo in Atti di Convegno (Proceeding)
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Fiori, Alessandro (2007)
  The Painter's Feature Selection for Gene Expression Data. In: 29th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, Lyon, 23-26 August 2007, pp. 4227-4230. ISBN: 9781424407880
  Contributo in Atti di Convegno (Proceeding)
• Apiletti, Daniele; Bruno, Giulia; Ficarra, Elisa; Baralis, ELENA MARIA (2006)
  Data Cleaning and Semantic Improvement in Biological Databases. In: JOURNAL OF INTEGRATIVE BIOINFORMATICS, vol. 3(2):40. ISSN 1613-4516
  Contributo su Rivista
• Apiletti, Daniele; Baralis, ELENA MARIA; Bruno, Giulia; Cerquitelli, Tania (2006)
  IGUANA: Individuation of Global Unsafe ANomalies and Alarm activation. In: IEEE Conference On Intelligent Systems Special Session on Intelligent System for Patient Management, London, United Kingdom, September 4-6, 2006, pp. 267-272. ISBN: 9781424401963
  Contributo in Atti di Convegno (Proceeding)