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2020 – today
- 2024
[i7]Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller:
Creating synthetic energy meter data using conditional diffusion and building metadata. CoRR abs/2404.00525 (2024)- 2023
- [j3]Chun Fu
, Yaojun Yang:
iCAZyGFADB: an insect CAZyme and gene function annotation database. Database J. Biol. Databases Curation 2023 (2023) - [c3]Clayton Miller, Matias Quintana, Mario Frei, Yun Xuan Chua, Chun Fu, Bianca Picchetti, Winston Yap, Adrian Chong, Filip Biljecki:
Introducing the Cool, Quiet City Competition: Predicting Smartwatch-Reported Heat and Noise with Digital Twin Metrics. BuildSys 2023: 298-299 - [c2]Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller:
Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model. BuildSys 2023: 450-453 - [i6]Chun Fu, Matias Quintana, Zoltán Nagy, Clayton Miller:
Filling time-series gaps using image techniques: Multidimensional context autoencoder approach for building energy data imputation. CoRR abs/2307.05926 (2023) - [i5]Antonio Liguori, Matias Quintana, Chun Fu, Clayton Miller, Jérôme Frisch, Christoph van Treeck:
Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight. CoRR abs/2311.16632 (2023) - 2022
- [c1]Chun Fu, Pandarasamy Arjunan, Clayton Miller:
Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competition. BuildSys 2022: 456-461 - [i4]Clayton Miller, Liu Hao, Chun Fu:
Gradient boosting machines and careful pre-processing work best: ASHRAE Great Energy Predictor III lessons learned. CoRR abs/2202.02898 (2022) - 2021
- [i3]Clayton Miller, Bianca Picchetti, Chun Fu, Jovan Pantelic:
Limitations of machine learning for building energy prediction: ASHRAE Great Energy Predictor III Kaggle competition error analysis. CoRR abs/2106.13475 (2021) - [i2]Chun Fu, Clayton Miller:
Using Google Trends as a proxy for occupant behavior to predict building energy consumption. CoRR abs/2111.00426 (2021) - 2020
- [i1]Clayton Miller, Pandarasamy Arjunan, Anjukan Kathirgamanathan, Chun Fu, Jonathan Roth, June Young Park, Chris Balbach, Krishnan Gowri, Zoltán Nagy, Anthony Fontanini, Jeff Haberl:
The ASHRAE Great Energy Predictor III competition: Overview and results. CoRR abs/2007.06933 (2020)
2010 – 2019
- 2013
- [j2]Shao-Fei Jiang, Chun Fu, Chunming Zhang, Zhao-Qi Wu:
A Revised Counter-Propagation Network Model Integrating Rough Set for Structural Damage Detection. Int. J. Distributed Sens. Networks 9 (2013) - 2011
- [j1]Shao-Fei Jiang, Chun Fu, Chunming Zhang:
A hybrid data-fusion system using modal data and probabilistic neural network for damage detection. Adv. Eng. Softw. 42(6): 368-374 (2011)
Coauthor Index
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