5
H index
4
i10 index
138
Citations
Monash University | 5 H index 4 i10 index 138 Citations RESEARCH PRODUCTION: 3 Articles 7 Papers RESEARCH ACTIVITY:
MORE DETAILS IN: ABOUT THIS REPORT:
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Works with: Authors registered in RePEc who have co-authored more than one work in the last five years with Souhaib Ben Taieb. | Is cited by: | Cites to: |
Journals with more than one article published | # docs |
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International Journal of Forecasting | 3 |
Working Papers Series with more than one paper published | # docs |
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Monash Econometrics and Business Statistics Working Papers / Monash University, Department of Econometrics and Business Statistics | 5 |
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2024 | Inflation prediction in emerging economies: Machine learning and FX reserves integration for enhanced forecasting. (2024). Mirza, Nawazish ; Umar, Muhammad ; Naqvi, Bushra ; Abbas, Syed Kumail. In: International Review of Financial Analysis. RePEc:eee:finana:v:94:y:2024:i:c:s1057521924001704. Full description at Econpapers || Download paper |
2024 | Forecast reconciliation: A review. (2024). Panagiotelis, Anastasios ; Kourentzes, Nikolaos ; Hyndman, Rob J ; Athanasopoulos, George. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:2:p:430-456. Full description at Econpapers || Download paper |
2024 | Probabilistic hierarchical forecasting with deep Poisson mixtures. (2024). Dicker, Lee ; Cao, Mengfei ; Reddy, Rohan ; Ma, Ruijun ; Meetei, Nganba O ; Olivares, Kin G. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:2:p:470-489. Full description at Econpapers || Download paper |
2024 | Instance-based meta-learning for conditionally dependent univariate multi-step forecasting. (2024). Cerqueira, Vitor ; Torgo, Luis ; Bontempi, Gianluca. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:4:p:1507-1520. Full description at Econpapers || Download paper |
2024 | Multivariate probabilistic CRPS learning with an application to day-ahead electricity prices. (2024). Berrisch, Jonathan ; Ziel, Florian. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:4:p:1568-1586. Full description at Econpapers || Download paper |
2024 | Hierarchical forecasting at scale. (2024). Wadman, Wander ; Schelter, Sebastian ; Sprangers, Olivier ; de Rijke, Maarten. In: International Journal of Forecasting. RePEc:eee:intfor:v:40:y:2024:i:4:p:1689-1700. Full description at Econpapers || Download paper |
2024 | Short-term forecasting airport passenger flow during periods of volatility: Comparative investigation of time series vs. neural network models. (2024). Yu, Chunyan ; Lee, Kiljae ; Hopfe, David H. In: Journal of Air Transport Management. RePEc:eee:jaitra:v:115:y:2024:i:c:s0969699723001680. Full description at Econpapers || Download paper |
Year ![]() | Title ![]() | Type ![]() | Cited ![]() |
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2023 | Scores for Multivariate Distributions and Level Sets In: Papers. [Full Text][Citation analysis] | paper | 2 |
2011 | Conditionally dependent strategies for multiple-step-ahead prediction in local learning In: International Journal of Forecasting. [Full Text][Citation analysis] | article | 13 |
2011 | Conditionally dependent strategies for multiple-step-ahead prediction in local learning.(2011) In: International Journal of Forecasting. [Full Text][Citation analysis] This paper has nother version. Agregated cites: 13 | article | |
2014 | A gradient boosting approach to the Kaggle load forecasting competition In: International Journal of Forecasting. [Full Text][Citation analysis] | article | 54 |
2012 | Recursive and direct multi-step forecasting: the best of both worlds In: Monash Econometrics and Business Statistics Working Papers. [Full Text][Citation analysis] | paper | 9 |
2014 | Boosting multi-step autoregressive forecasts In: Monash Econometrics and Business Statistics Working Papers. [Full Text][Citation analysis] | paper | 5 |
2015 | Probabilistic time series forecasting with boosted additive models: an application to smart meter data In: Monash Econometrics and Business Statistics Working Papers. [Full Text][Citation analysis] | paper | 0 |
2017 | Coherent Probabilistic Forecasts for Hierarchical Time Series In: Monash Econometrics and Business Statistics Working Papers. [Full Text][Citation analysis] | paper | 23 |
2020 | Nonlinear Mixed Effects Models for Time Series Forecasting of Smart Meter Demand In: Monash Econometrics and Business Statistics Working Papers. [Full Text][Citation analysis] | paper | 1 |
2013 | Machine learning strategies for time series forecasting In: ULB Institutional Repository. [Citation analysis] | paper | 31 |
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