Publication:

Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System

Date

2023
Proceedings Paper
https://doi.org/10.1145/3600100.3626635
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dc.contributor.authorGokhale, Gargya
dc.contributor.authorVan Gompel, Jonas
dc.contributor.authorClaessens, Bert
dc.contributor.authorDevelder, Chris
dc.contributor.imecauthorGokhale, Gargya
dc.contributor.imecauthorVan Gompel, Jonas
dc.contributor.imecauthorClaessens, Bert
dc.contributor.imecauthorDevelder, Chris
dc.contributor.orcidimecGokhale, Gargya::0000-0002-1451-397X
dc.contributor.orcidimecVan Gompel, Jonas::0000-0002-4253-5842
dc.contributor.orcidimecDevelder, Chris::0000-0003-2707-4176
dc.date.accessioned2024-05-07T09:21:14Z
dc.date.available2024-02-15T18:01:03Z
dc.date.available2024-02-16T09:43:06Z
dc.date.available2024-05-07T09:21:14Z
dc.date.embargo2023-11-15
dc.date.issued2023
dc.description.wosFundingTextThis project was performed in collaboration with Centrica Business Solutions (CENTRICA) and we thank the CENTRICA team for their support throughout this study. This work received funding from the European Union's Horizon 2020 research and innovation programme under the projects BD4NRG (grant no. 872613) and BRIGHT (grant no. 957816)
dc.identifier.doi10.1145/3600100.3626635
dc.identifier.eisbn979-8-4007-0230-3
dc.identifier.isbn979-8-4007-0230-3
dc.identifier.issnN/A
dc.identifier.urihttps://imec-publications.be/handle/20.500.12860/43554
dc.publisherASSOC COMPUTING MACHINERY
dc.source.beginpage458
dc.source.conference10th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation (BuildSys)
dc.source.conferencedateNOV 15-16, 2023
dc.source.conferencelocationIstanbul
dc.source.endpage462
dc.source.journalN/A
dc.source.numberofpages5
dc.subject.keywordsHYBRID
dc.title

Transfer Learning in Transformer-Based Demand Forecasting For Home Energy Management System

dc.typeProceedings paper
dspace.entity.typePublication
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