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Souhaib Ben Taieb · Study
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Author
Souhaib Ben Taieb
10 works
· latest 2022
· 2 institutions
cluster: provisional
ORCID 0000-0002-4605-0834
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Most cited in this library
Forecasting: theory and practice
2022 · 942 citations
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
2012 · 745 citations
Machine Learning Strategies for Time Series Forecasting
2013 · 568 citations
Multiple-output modeling for multi-step-ahead time series forecasting
2010 · 254 citations
A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting
2015 · 187 citations
Works
10 shown
Forecasting: theory and practice
International Journal of Forecasting
·
2022
·
79 authors
·
Open access
942
citations
Recursive and direct multi-step forecasting: the best of both worlds
RePEc: Research Papers in Economics
·
2022
·
2 authors
·
preprint
·
Open access
70
citations
Coherent Probabilistic Forecasts for Hierarchical Time Series
RePEc: Research Papers in Economics
·
2022
·
2 authors
·
preprint
·
Open access
56
citations
Regularized Regression for Hierarchical Forecasting Without Unbiasedness Conditions
ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD)
·
2019
·
2 authors
·
other
·
Open access
47
citations
A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting
IEEE Transactions on Neural Networks and Learning Systems
·
2015
·
2 authors
·
Open access
187
citations
Machine Learning Strategies for Time Series Forecasting
Lecture notes in business information processing
·
2013
·
3 authors
·
other
568
citations
A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition
Expert Systems with Applications
·
2012
·
4 authors
·
Open access
745
citations
Conditionally dependent strategies for multiple-step-ahead prediction in local learning
International Journal of Forecasting
·
2011
·
2 authors
79
citations
Multiple-output modeling for multi-step-ahead time series forecasting
Neurocomputing
·
2010
·
3 authors
254
citations
Long-term prediction of time series by combining direct and MIMO strategies
International Joint Conference on Neural Networks (IJCNN)
·
2009
·
4 authors
·
other
81
citations