Ph.D. in Ingegneria Informatica E Dei Sistemi , 35th cycle (2019-2022)
Ph.D. obtained in 2023
Dissertation:
Machine Learning-Driven Decision Making based on Financial Time Series (Abstract)
Tutors:
Luca CaglieroTeaching
Teachings
Master of Science
- Data science and machine learning for engineering applications. A.A. 2022/23, INGEGNERIA CHIMICA E DEI PROCESSI SOSTENIBILI. Collaboratore del corso
- Data management and visualization. A.A. 2021/22, DATA SCIENCE AND ENGINEERING. Collaboratore del corso
Bachelor of Science
- Algoritmi e democrazia (Grandi Sfide - Digitale). A.A. 2021/22, INGEGNERIA GESTIONALE. Collaboratore del corso
- Algoritmi e democrazia (Grandi Sfide - Digitale). A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
- Introduction to databases. A.A. 2019/20, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Introduction to databases. A.A. 2020/21, INGEGNERIA INFORMATICA (COMPUTER ENGINEERING). Collaboratore del corso
- Basi di dati. A.A. 2019/20, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2020/21, INGEGNERIA INFORMATICA. Collaboratore del corso
- Basi di dati. A.A. 2022/23, INGEGNERIA GESTIONALE. Collaboratore del corso
Publications
Works published during the Ph.D. View all publications in Porto@Iris
- Gioia, Daniele G.; Fior, Jacopo; Cagliero, Luca (2023)
Early portfolio pruning: a scalable approach to hybrid portfolio selection. In: KNOWLEDGE AND INFORMATION SYSTEMS. ISSN 0219-1377
Contributo su Rivista - Fior, Jacopo (2023)
Machine Learning-Driven Decision Making based on Financial Time Series. relatore: CAGLIERO, LUCA; , 35. XXXV Ciclo, P.: 178
Doctoral Thesis - Fior, Jacopo; Cagliero, Luca; Garza, Paolo (2022)
Leveraging Explainable AI to Support Cryptocurrency Investors. In: FUTURE INTERNET, vol. 14. ISSN 1999-5903
Contributo su Rivista - Fior, J; Cagliero, L (2022)
Correlating Extreme Weather Conditions With Road Traffic Safety: A Unified Latent Space Model. In: IEEE ACCESS, vol. 10, pp. 73005-73018. ISSN 2169-3536
Contributo su Rivista - Bellocca, Gian Pietro; Attanasio, Giuseppe; Cagliero, Luca; Fior, Jacopo (2022)
Leveraging the momentum effect in machine learning-based cryptocurrency trading. In: MACHINE LEARNING WITH APPLICATIONS, vol. 8. ISSN 2666-8270
Contributo su Rivista