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Time series extrinsic regression: Predicting numeric values from time series data

C. Tan, C. Bergmeir, F. Petitjean, and G. Webb. Data Mining and Knowledge Discovery, (2021)

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Philipp Bergmeir

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A note on the validity of cross-validation for evaluating autoregressive time series prediction.C. Bergmeir, R. Hyndman, and B. Koo. Comput. Stat. Data Anal., (2018)A Strong Baseline for Weekly Time Series Forecasting.R. Godahewa, C. Bergmeir, G. Webb, and P. Montero-Manso. CoRR, (2020)A Generative Deep Learning Framework Across Time Series to Optimize the Energy Consumption of Air Conditioning Systems.R. Godahewa, C. Deng, A. Prouzeau, and C. Bergmeir. IEEE Access, (2022)On the usefulness of cross-validation for directional forecast evaluation.C. Bergmeir, M. Costantini, and J. Benítez. Comput. Stat. Data Anal., (2014)Pruning vs XNOR-Net: A Comprehensive Study of Deep Learning for Audio Classification on Edge-Devices.M. Mohaimenuzzaman, C. Bergmeir, and B. Meyer. IEEE Access, (2022)Forecasting Across Time Series Databases using Long Short-Term Memory Networks on Groups of Similar Series.K. Bandara, C. Bergmeir, and S. Smyl. CoRR, (2017)SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting.R. Godahewa, G. Webb, D. Schmidt, and C. Bergmeir. CoRR, (2022)Segmentation of cervical cell images using mean-shift filtering and morphological operators.C. Bergmeir, M. García-Silvente, J. López-Cuervo, and J. Benítez. Medical Imaging: Image Processing, volume 7623 of SPIE Proceedings, page 76234C. SPIE, (2010)Smooth Perturbations for Time Series Adversarial Attacks.G. Pialla, H. Fawaz, M. Devanne, J. Weber, L. Idoumghar, P. Muller, C. Bergmeir, D. Schmidt, G. Webb, and G. Forestier. PAKDD (1), volume 13280 of Lecture Notes in Computer Science, page 485-496. Springer, (2022)On Forecast Stability.R. Godahewa, C. Bergmeir, Z. Baz, C. Zhu, Z. Song, S. García, and D. Benavides. CoRR, (2023)

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Disambiguation of "Bergmeir, Christoph"

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Time series extrinsic regression: Predicting numeric values from time series data

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Philipp Bergmeir

Christoph Müller

Christoph Eggert

Christoph Thiermann

Christoph Eibl

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Disambiguation of "Bergmeir, Christoph"

copydeleteadd this publication to your clipboardcommunity posthistory of this postURLDOIBibTeXEndNoteAPAChicagoDIN 1505HarvardMSOffice XML Time series extrinsic regression: Predicting numeric values from time series data

Please choose a person to relate this publication to

Philipp Bergmeir

Christoph Müller

Christoph Eggert

Christoph Thiermann

Christoph Eibl

Other publications of authors with the same name

Disambiguation

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Time series extrinsic regression: Predicting numeric values from time series data