Search Results - Souhaib Ben Taieb

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  1. 1
    Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data

    Hierarchical Probabilistic Forecasting of Electricity Demand With Smart Meter Data by Taieb, Souhaib Ben, Taylor, James W., Hyndman, Rob J.

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  2. 2
    A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting

    A Bias and Variance Analysis for Multistep-Ahead Time Series Forecasting by Ben Taieb, Souhaib, Atiya, Amir F.

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  3. 3
    Non‐linear mixed‐effects models for time series forecasting of smart meter demand

    Non‐linear mixed‐effects models for time series forecasting of smart meter demand by Roach, Cameron, Hyndman, Rob, Ben Taieb, Souhaib

    Published in Journal of forecasting
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  4. 4
    Hospital characteristics, rather than surgical volume, predict length of stay following colorectal cancer surgery

    Hospital characteristics, rather than surgical volume, predict length of stay following colorectal cancer surgery by Vicendese, Don, Marvelde, Luc Te, McNair, Peter D., Whitfield, Kathryn, English, Dallas R., Taieb, Souhaib Ben, Hyndman, Rob J., Thomas, Robert

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  5. 5
    Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression

    Forecasting Uncertainty in Electricity Smart Meter Data by Boosting Additive Quantile Regression by Ben Taieb, Souhaib, Huser, Raphael, Hyndman, Rob J., Genton, Marc G.

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  6. 6
    A gradient boosting approach to the Kaggle load forecasting competition

    A gradient boosting approach to the Kaggle load forecasting competition by Ben Taieb, Souhaib, Hyndman, Rob J.

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  7. 7
    A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition

    A review and comparison of strategies for multi-step ahead time series forecasting based on the NN5 forecasting competition by Ben Taieb, Souhaib, Bontempi, Gianluca, Atiya, Amir F., Sorjamaa, Antti

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  8. 8
    Scores for Multivariate Distributions and Level Sets

    Scores for Multivariate Distributions and Level Sets by Meng, Xiaochun, Taylor, James W., Ben Taieb, Souhaib, Li, Siran

    Published in Operations research
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  9. 9
    Stress response and experiential avoidance among firefighters: Preliminary insights from network analyses

    Stress response and experiential avoidance among firefighters: Preliminary insights from network analyses by Blekić, Wivine, Ben Taieb, Souhaib, Kandana Arachchige, Kendra G., Rossignol, Mandy, Schultebraucks, Katharina

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  10. 10
    Conditionally dependent strategies for multiple-step-ahead prediction in local learning

    Conditionally dependent strategies for multiple-step-ahead prediction in local learning by Bontempi, Gianluca, Ben Taieb, Souhaib

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  11. 11
    Adaptive local learning techniques for multiple-step-ahead wind speed forecasting

    Adaptive local learning techniques for multiple-step-ahead wind speed forecasting by Vaccaro, Alfredo, Bontempi, Gianluca, Ben Taieb, Souhaib, Villacci, Domenico

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  12. 12
    Multiple-output modeling for multi-step-ahead time series forecasting

    Multiple-output modeling for multi-step-ahead time series forecasting by Ben Taieb, Souhaib, Sorjamaa, Antti, Bontempi, Gianluca

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  13. 13
    Distribution-free conformal joint prediction regions for neural marked temporal point processes

    Distribution-free conformal joint prediction regions for neural marked temporal point processes by Dheur, Victor, Bosser, Tanguy, Izbicki, Rafael, Ben Taieb, Souhaib

    Published in Machine learning
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  14. 14
    Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images

    Detecting Abnormal Operations in Concentrated Solar Power Plants from Irregular Sequences of Thermal Images by Patra, Sukanya, Sournac, Nicolas, Souhaib Ben Taieb

    Published in arXiv.org
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  15. 15
    Commentary on “Transparent modelling of influenza incidence”: On big data models for infectious disease forecasting

    Commentary on “Transparent modelling of influenza incidence”: On big data models for infectious disease forecasting by Ben Taieb, Souhaib, Taylor, Kathryn S.

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  16. 16
    Online forecast reconciliation in wind power prediction

    Online forecast reconciliation in wind power prediction by Di Modica, Chiara, Pinson, Pierre, Ben Taieb, Souhaib

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  17. 17
    Recursive Multi-step Time Series Forecasting by Perturbing Data

    Recursive Multi-step Time Series Forecasting by Perturbing Data by Ben Taieb, Souhaib, Bontempi, G.

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  18. 18
    Preventing Conflicting Gradients in Neural Marked Temporal Point Processes

    Preventing Conflicting Gradients in Neural Marked Temporal Point Processes by Bosser, Tanguy, Souhaib Ben Taieb

    Published in arXiv.org
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  19. 19
    Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection

    Revisiting Deep Feature Reconstruction for Logical and Structural Industrial Anomaly Detection by Patra, Sukanya, Souhaib Ben Taieb

    Published in arXiv.org
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  20. 20
    Probabilistic Calibration by Design for Neural Network Regression

    Probabilistic Calibration by Design for Neural Network Regression by Dheur, Victor, Souhaib Ben Taieb

    Published in arXiv.org
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