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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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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)Dependency Learning Graph Neural Network for Multivariate Forecasting.A. Patel, A. Sriramulu, C. Bergmeir, and N. Fourrier. ICONIP (5), volume 1516 of Communications in Computer and Information Science, page 114-123. Springer, (2021)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)On the usefulness of cross-validation for directional forecast evaluation.C. Bergmeir, M. Costantini, and J. Benítez. Comput. Stat. Data Anal., (2014)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)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)Self-labeling techniques for semi-supervised time series classification: an empirical study.M. Castellanos, C. Bergmeir, I. Triguero, Y. Rodríguez, and J. Benítez. Knowl. Inf. Syst., 55 (2): 493-528 (2018)SETAR-Tree: A Novel and Accurate Tree Algorithm for Global Time Series Forecasting.R. Godahewa, G. Webb, D. Schmidt, and C. Bergmeir. CoRR, (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)

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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

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Philipp Bergmeir

Christoph Müller

Christoph Eggert

Christoph Thiermann

Christoph Eibl

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Disambiguation

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