Chun Fu

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 11

Top Topics

Energy Consumption

Previously Reported

Data Imputation

Lessons Learned

Top Venues

BuildSys@SenSys

Database J. Biol. Databases Curation

Publications

Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller
Creating synthetic energy meter data using conditional diffusion and building metadata. CoRR (2024)
Chun Fu, Yaojun Yang
iCAZyGFADB: an insect CAZyme and gene function annotation database. Database J. Biol. Databases Curation 2023 (2023)
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 (2023)
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@SenSys (2023)
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 (2023)
Chun Fu, Hussain Syed Kazmi, Matias Quintana, Clayton Miller
Enhancing Classification of Energy Meters with Limited Labels using a Semi-Supervised Generative Model. BuildSys@SenSys (2023)
Chun Fu, Pandarasamy Arjunan, Clayton Miller
Trimming outliers using trees: winning solution of the large-scale energy anomaly detection (LEAD) competition. BuildSys@SenSys (2022)
Clayton Miller, Liu Hao, Chun Fu
Gradient boosting machines and careful pre-processing work best: ASHRAE Great Energy Predictor III lessons learned. CoRR (2022)
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 (2021)
Chun Fu, Clayton Miller
Using Google Trends as a proxy for occupant behavior to predict building energy consumption. CoRR (2021)
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 (2020)
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)
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) (2011)