Jacopo De Stefani

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 7

Top Topics

Financial Time Series

Medline Abstracts

Weather Forecasting

Top Venues

MIDAS@PKDD/ECML

MIDAS/PAP@PKDD/ECML

EACL (System Demonstrations)

Database J. Biol. Databases Curation

Publications

Charlotte Nachtegael, Jacopo De Stefani, Anthony Cnudde, Tom Lenaerts
DUVEL: an active-learning annotated biomedical corpus for the recognition of oligogenic combinations. Database J. Biol. Databases Curation 2024 (2024)
Charlotte Nachtegael, Jacopo De Stefani, Tom Lenaerts
ALAMBIC : Active Learning Automation Methods to Battle Inefficient Curation. EACL (System Demonstrations) (2023)
Jacopo De Stefani, Gianluca Bontempi
Factor-Based Framework for Multivariate and Multi-step-ahead Forecasting of Large Scale Time Series. Frontiers Big Data 4 (2021)
Jacopo De Stefani, Yann-Aël Le Borgne, Olivier Caelen, Dalila Hattab, Gianluca Bontempi
Batch and incremental dynamic factor machine learning for multivariate and multi-step-ahead forecasting. Int. J. Data Sci. Anal. 7 (4) (2019)
Jacopo De Stefani, Olivier Caelen, Dalila Hattab, Yann-Aël Le Borgne, Gianluca Bontempi
A Multivariate and Multi-step Ahead Machine Learning Approach to Traditional and Cryptocurrencies Volatility Forecasting. MIDAS/PAP@PKDD/ECML (2018)
Jacopo De Stefani, Olivier Caelen, Dalila Hattab, Gianluca Bontempi
Machine Learning for Multi-step Ahead Forecasting of Volatility Proxies. MIDAS@PKDD/ECML (2017)
Gianluca Bontempi, Yann-Aël Le Borgne, Jacopo De Stefani
A Dynamic Factor Machine Learning Method for Multi-variate and Multi-step-Ahead Forecasting. DSAA (2017)