Dan Li

Publication Activity (10 Years)

Years Active: 2015-2020
Publications (10 Years): 12

Top Topics

Design Automation

Fault Detection

One Class Support Vector Machines

Top Venues

IEEE Trans Autom. Sci. Eng.

Publications

Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Handling Incomplete Sensor Measurements in Fault Detection and Diagnosis for Building HVAC Systems. IEEE Trans Autom. Sci. Eng. 17 (2) (2020)
Baihong Jin, Yuxin Chen, Dan Li, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection. CoRR (2019)
Dan Li, Dacheng Chen, Lei Shi, Baihong Jin, Jonathan Goh, See-Kiong Ng
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks. CoRR (2019)
Baihong Jin, Dan Li, Seshadhri Srinivasan, See-Kiong Ng, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. ICPHM (2019)
Dan Li, Dacheng Chen, Baihong Jin, Lei Shi, Jonathan Goh, See-Kiong Ng
MAD-GAN: Multivariate Anomaly Detection for Time Series Data with Generative Adversarial Networks. ICANN (4) (2019)
Baihong Jin, Yuxin Chen, Dan Li, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli
A One-Class Support Vector Machine Calibration Method for Time Series Change Point Detection. ICPHM (2019)
Baihong Jin, Dan Li, Seshadhri Srinivasan, See-Kiong Ng, Kameshwar Poolla, Alberto L. Sangiovanni-Vincentelli
Detecting and Diagnosing Incipient Building Faults Using Uncertainty Information from Deep Neural Networks. CoRR (2019)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Identifying Unseen Faults for Smart Buildings by Incorporating Expert Knowledge With Data. IEEE Trans Autom. Sci. Eng. 16 (3) (2019)
Ruoxi Jia, Baihong Jin, Ming Jin, Yuxun Zhou, Ioannis C. Konstantakopoulos, Han Zou, Joyce Kim, Dan Li, Weixi Gu, Reza Arghandeh, Pierluigi Nuzzo, Stefano Schiavon, Alberto L. Sangiovanni-Vincentelli, Costas J. Spanos
Design Automation for Smart Building Systems. Proc. IEEE 106 (9) (2018)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Optimal Sensor Configuration and Feature Selection for AHU Fault Detection and Diagnosis. IEEE Trans. Ind. Informatics 13 (3) (2017)
Dan Li, Yuxun Zhou, Guoqiang Hu, Costas J. Spanos
Fusing system configuration information for building cooling plant Fault Detection and severity level identification. CASE (2016)
Yuxun Zhou, Jae Yeon Baek, Dan Li, Costas J. Spanos
Optimal Training and Efficient Model Selection for Parameterized Large Margin Learning. PAKDD (1) (2016)
Yuxun Zhou, Dan Li, Costas J. Spanos
Learning Optimization Friendly Comfort Model for HVAC Model Predictive Control. ICDM Workshops (2015)