Towards time-series feature engineering in automated machine learning for multi-step-ahead forecasting

Autor: Wang, C., Baratchi, M., Bäck, T.H.W., Hoos, H.H., Limmer, S., Olhofer, M., Rojas, I., Pomares, H., Valenzuela, O., Rojas, F., Herrera, L.J.

Publikováno v: Engineering Proceedings, 17. MDPI
ISSUE=1;STARTPAGE=17;TITLE=Engineering Proceedings
Engineering proceedings 18(1), 17 (2022). doi:10.3390/engproc2022018017 special issue: "The 8th International Conference on Time Series and Forecasting Gran Canaria, Spain : 27–30 June 2022 / Volume Editors: Ignacio Rojas, Hector Pomares, Olga Valenzuela, Fernando Rojas and Luis Javier Herrera"
8. International Conference on Time Series and Forecasting, ITISE 2022, Gran Canaria, Spain, 2022-06-27-2022-06-30

8. International Conference on Time Series and Forecasting, ITISE 2022, Gran Canaria, Spain, 27 Jun 2022 - 30 Jun 2022; Engineering proceedings 18(1), 17 (2022). doi:10.3390/engproc2022018017 special issue: "The 8th International Conference on Time S

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=doi_dedup___::2fa1d99894257af6fe69c83327f58c83
https://hdl.handle.net/1887/3563867

Solution Set Augmentation for Knee Identification in Multiobjective Decision Analysis.

Autor: Yu G, Jin Y, Olhofer M, Liu Q, Du W

Publikováno v: IEEE transactions on cybernetics [IEEE Trans Cybern] 2023 Apr; Vol. 53 (4), pp. 2480-2493. Date of Electronic Publication: 2023 Mar 16.

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Transfer Learning Based Co-Surrogate Assisted Evolutionary Bi-Objective Optimization for Objectives with Non-Uniform Evaluation Times.

Autor: Wang X; Department of Computer Science, University of Surrey, Guildford, GU2 7XH, United Kingdom xilu.wang@surrey.ac.uk., Jin Y; Faculty of Technology, Bielefeld University, D-33615 Bielefeld, Germany.; Department of Computer Science, University of Surrey, Guildford, GU2 7XH, United Kingdom yaochu.jin@uni-bielefeld.de., Schmitt S; Honda Research Institute Europe GmbH, Carl-Legien-Strasse 30, D-63073 Offenbach/Main, Germany sebastian.schmitt@honda-ri.de., Olhofer M; Honda Research Institute Europe GmbH, Carl-Legien-Strasse 30, D-63073 Offenbach/Main, Germany markus.olhofer@honda-ri.de.

Publikováno v: Evolutionary computation [Evol Comput] 2022 Jun 01; Vol. 30 (2), pp. 221-251.