Fixed-term Assistant Professor
Department of Control and Computer Engineering (DAUIN)
- 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
Teaching
Collegi of the degree programmes
- Collegio di Ingegneria Gestionale e della Produzione. Componente
- Collegio di Ingegneria Informatica, del Cinema e Meccatronica. Componente invitato
Teachings
PhD
- Data mining concepts and algorithms. A.A. 2023/24, INGEGNERIA INFORMATICA E DEI SISTEMI. Main teacher
Master of Science
- Explainable and trustworthy AI. A.A. 2023/24, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Titolare del corso
- Business intelligence per big data. A.A. 2023/24, INGEGNERIA GESTIONALE. Titolare del corso
- Data science lab: process and methods. A.A. 2023/24, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Business intelligence per big data. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Data Science and Database Technology. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Data Science e Tecnologie per le Basi di Dati. A.A. 2022/23, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Data science lab: process and methods. A.A. 2022/23, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Transport systems and data analytics/Transport planning (modulo di Transport systems and data analytics). A.A. 2022/23, INGEGNERIA CIVILE. Collaboratore del corso
- Data Science and Database Technology. A.A. 2021/22, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Data science lab: process and methods. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Data management and visualization. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Data Science and Database Technology. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Data management and visualization. A.A. 2020/21, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Data Science and Database Technology. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Data management and visualization. A.A. 2019/20, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
- Data Science and Database Technology. A.A. 2018/19, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
Bachelor of Science
- Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2023/24, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Dati, algoritmi e le frontiere dell'informatica - Intraprendenti. A.A. 2022/23, INGEGNERIA AEROSPAZIALE. Collaboratore del corso
- Basi di dati. A.A. 2018/19, MATEMATICA PER L'INGEGNERIA. Collaboratore del corso
- Basi di dati. A.A. 2018/19, INGEGNERIA GESTIONALE. Collaboratore del corso
Research
Research groups
Supervised PhD students
- Eleonora Poeta. Programme in Ingegneria Informatica E Dei Sistemi (39th cycle, 2023-in progress)
Research subject: Trustworthy AI
Data science, Computer vision and AI Data science, Computer vision and AI Data science, Computer vision and AI - Alkis Koudounas. Programme in Ingegneria Informatica E Dei Sistemi (38th cycle, 2022-in progress)
Publications
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) - Koudounas, Alkis; Pastor, Eliana; Attanasio, Giuseppe; de Alfaro, Luca; Baralis, Elena (In stampa)
Prioritizing Data Acquisition For End-to-End Speech Model Improvement. In: 2024 IEEE International Conference on Acoustics, Speech and Signal Processing
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 - 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 - Perotti, Alan; Bertolotto, Simone; Pastor, Eliana; Panisson, André (2023)
Beyond One-Hot-Encoding: Injecting Semantics to Drive Image Classifiers. In: World Conference on eXplainable Artificial Intelligence. xAI 2023, Lisboa (Portugal), July 26–28, 2023, pp. 525-548. ISSN 1865-0929. ISBN: 978-3-031-44066-3
Contributo in Atti di Convegno (Proceeding)