Xiaochen Xian
Georgia Institute of Technology(US)
Publications by Year
Research Areas
Advanced Statistical Process Monitoring, Anomaly Detection Techniques and Applications, Fault Detection and Control Systems, Data Stream Mining Techniques, Obstructive Sleep Apnea Research
Most-Cited Works
- → An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals(2015)243 cited
- → The number of catalytic cycles in an enzyme’s lifetime and why it matters to metabolic engineering(2021)66 cited
- → A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams(2017)60 cited
- → A spatial-adaptive sampling procedure for online monitoring of big data streams(2018)51 cited
- → Online monitoring of big data streams: A rank-based sampling algorithm by data augmentation(2019)39 cited
- → Causation-based process monitoring and diagnosis for multivariate categorical processes(2016)25 cited
- → Joint Learning of Failure Mode Recognition and Prognostics for Degradation Processes(2023)24 cited
- → Causation-Based Monitoring and Diagnosis for Multivariate Categorical Processes With Ordinal Information(2018)23 cited
- → Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand(2019)20 cited
- → Online nonparametric monitoring of heterogeneous data streams with partial observations based on Thompson sampling(2022)17 cited