Dan Li

Anomaly Detection with Generative Adversarial Networks for Multivariate Time Series

Dan Li, Dacheng Chen, Jonathan Goh et al. · arXiv (Cornell University) · 2018 · 221 citations · Full text

Computing, Computer Science, Cybersecurity +17

A data-driven strategy for detection and diagnosis of building chiller faults using linear discriminant analysis

Dan Li, Guoqiang Hu, Costas J. Spanos · Energy and Buildings · 2016 · 156 citations

Engineering, Building Science, Civil Engineering +16

Text sentiment analysis based on long short-term memory

Dan Li, Qian Jiang · 2016 · 153 citations

Computing, Computer Science, Machine Learning +16

MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks

Dan Li, Dacheng Chen, Lei Shi et al. · arXiv (Cornell University) · 2019 · 139 citations · Full text

Computing, Computer Science, Computer Security +15

Fault detection and diagnosis for building cooling system with a tree-structured learning method

Dan Li, Yuxun Zhou, Guoqiang Hu et al. · Energy and Buildings · 2016 · 95 citations

Architecture, Architectural Engineering, Building Science +14