Balancing thermal comfort datasets: We GAN, but should we?

10.1145/3408308.3427612

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Main Authors: Quintana, M, Schiavon, S, Tham, KW, Miller, C
Other Authors: DEPT OF BUILDING
Format: Article
Published: ACM 2021
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Online Access:https://scholarbank.nus.edu.sg/handle/10635/189363
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Institution: National University of Singapore
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spelling sg-nus-scholar.10635-1893632021-04-15T13:12:00Z Balancing thermal comfort datasets: We GAN, but should we? Quintana, M Schiavon, S Tham, KW Miller, C DEPT OF BUILDING Data Augmentation Class Balancing Thermal Comfort Generative Adversarial Network Survey Buildings Machine Learning 10.1145/3408308.3427612 BuildSys 2020 - Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation 120-129 2021-04-15T04:58:13Z 2021-04-15T04:58:13Z 2020-11-18 2021-04-15T02:33:26Z Article Quintana, M, Schiavon, S, Tham, KW, Miller, C (2020-11-18). Balancing thermal comfort datasets: We GAN, but should we?. BuildSys 2020 - Proceedings of the 7th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation : 120-129. ScholarBank@NUS Repository. https://doi.org/10.1145/3408308.3427612 9781450380614 https://scholarbank.nus.edu.sg/handle/10635/189363 ACM Elements
institution National University of Singapore
building NUS Library
continent Asia
country Singapore
Singapore
content_provider NUS Library
collection ScholarBank@NUS
topic Data Augmentation
Class Balancing
Thermal Comfort
Generative Adversarial Network
Survey
Buildings
Machine Learning
spellingShingle Data Augmentation
Class Balancing
Thermal Comfort
Generative Adversarial Network
Survey
Buildings
Machine Learning
Quintana, M
Schiavon, S
Tham, KW
Miller, C
Balancing thermal comfort datasets: We GAN, but should we?
description 10.1145/3408308.3427612
author2 DEPT OF BUILDING
author_facet DEPT OF BUILDING
Quintana, M
Schiavon, S
Tham, KW
Miller, C
format Article
author Quintana, M
Schiavon, S
Tham, KW
Miller, C
author_sort Quintana, M
title Balancing thermal comfort datasets: We GAN, but should we?
title_short Balancing thermal comfort datasets: We GAN, but should we?
title_full Balancing thermal comfort datasets: We GAN, but should we?
title_fullStr Balancing thermal comfort datasets: We GAN, but should we?
title_full_unstemmed Balancing thermal comfort datasets: We GAN, but should we?
title_sort balancing thermal comfort datasets: we gan, but should we?
publisher ACM
publishDate 2021
url https://scholarbank.nus.edu.sg/handle/10635/189363
_version_ 1698713600720371712