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Jacopo De Stefani
ORCID
Publication Activity (10 Years)
Years Active: 2017-2023
Publications (10 Years): 6
Top Topics
Grey Model
Multivariate Data
Machine Learning
Short Term
Top Venues
MIDAS@PKDD/ECML
MIDAS/PAP@PKDD/ECML
EACL (System Demonstrations)
Frontiers Big Data
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Publications
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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)