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Xiaochen Xian
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2020 – today
- 2024
- [j15]Xin Zan, Alexander Semenov, Chao Wang, Xiaochen Xian, Wondi Geremew:
Causality-aware social recommender system with network homophily informed multi-treatment confounders. Inf. Sci. 676: 120729 (2024) - [j14]Meng Jiao, Xiaochen Xian, Boyu Wang, Yu Zhang, Shihao Yang, Spencer Chen, Hai Sun, Feng Liu:
XDL-ESI: Electrophysiological Sources Imaging via explainable deep learning framework with validation on simultaneous EEG and iEEG. NeuroImage 299: 120802 (2024) - [j13]Di Wang, Xiaochen Xian, Changyue Song:
Joint Learning of Failure Mode Recognition and Prognostics for Degradation Processes. IEEE Trans Autom. Sci. Eng. 21(2): 1421-1433 (2024) - [j12]Di Wang, Yuhui Wang, Xiaochen Xian:
A Latent Variable-Based Multitask Learning Approach for Degradation Modeling of Machines With Dependency and Heterogeneity. IEEE Trans. Instrum. Meas. 73: 1-15 (2024) - [i3]Haijie Xu, Xiaochen Xian, Chen Zhang, Kaibo Liu:
Partially-Observable Sequential Change-Point Detection for Autocorrelated Data via Upper Confidence Region. CoRR abs/2404.00220 (2024) - 2023
- [j11]Danit Shifman Abukasis, Izack Cohen, Kejun Huang, Xiaochen Xian, Gonen Singer:
An adaptive machine learning algorithm for the resource-constrained classification problem. Eng. Appl. Artif. Intell. 119: 105741 (2023) - [j10]Yaodan Hu, Xiaochen Xian, Yier Jin, Shuo Wang:
Fairness-Guaranteed DER Coordination Under False Data Injection Attacks. IEEE Internet Things J. 10(21): 19043-19053 (2023) - [j9]Xiaochen Xian, Alexander Semenov, Yaodan Hu, Andi Wang, Yier Jin:
Adaptive Sampling and Quick Anomaly Detection in Large Networks. IEEE Trans Autom. Sci. Eng. 20(4): 2253-2267 (2023) - [j8]Xin Zan, Di Wang, Xiaochen Xian:
Spatial Rank-Based Augmentation for Nonparametric Online Monitoring and Adaptive Sampling of Big Data Streams. Technometrics 65(2): 243-256 (2023) - [j7]Jinwei Yao, Xiaochen Xian, Chao Wang:
Adaptive Sampling for Monitoring Multi-Profile Data with Within-and-between Profile Correlation. Technometrics 65(3): 375-387 (2023) - [c3]Meng Jiao, Shihao Yang, Boyu Wang, Xiaochen Xian, Yevgeniy R. Semenov, Guihong Wan, Feng Liu:
MMDF-ESI: Multi-Modal Deep Fusion of EEG and MEG for Brain Source Imaging. BI 2023: 273-285 - [i2]Xianjian Xie, Xiaochen Xian, Dan Li, Andi Wang:
Adversarial Client Detection via Non-parametric Subspace Monitoring in the Internet of Federated Things. CoRR abs/2310.01537 (2023) - 2022
- [i1]Danit Shifman Abukasis, Izack Cohen, Xiaochen Xian, Kejun Huang, Gonen Singer:
Adaptive Learning for the Resource-Constrained Classification Problem. CoRR abs/2207.09196 (2022) - 2021
- [j6]Xiaochen Xian, Honghan Ye, Xin Wang, Kaibo Liu:
Spatiotemporal Modeling and Real-Time Prediction of Origin-Destination Traffic Demand. Technometrics 63(1): 77-89 (2021) - [c2]Yaodan Hu, Xiaochen Xian, Yier Jin:
RADM: a risk-aware DER management framework with real-time DER trustworthiness evaluation. ICCPS 2021: 77-86 - 2020
- [j5]Xiaochen Xian, Devashish Das, Kalyan S. Pasupathy, Eric T. Boie, Mustafa Y. Sir:
Quantifying the Impact of Resuscitation-Team Activation in Hospital Emergency Departments. IEEE J. Biomed. Health Informatics 24(10): 3029-3037 (2020)
2010 – 2019
- 2019
- [j4]Xiaochen Xian, Jian Li, Kaibo Liu:
Causation-Based Monitoring and Diagnosis for Multivariate Categorical Processes With Ordinal Information. IEEE Trans Autom. Sci. Eng. 16(2): 886-897 (2019) - 2018
- [j3]Xiaochen Xian, Andi Wang, Kaibo Liu:
A Nonparametric Adaptive Sampling Strategy for Online Monitoring of Big Data Streams. Technometrics 60(1): 14-25 (2018) - 2017
- [c1]Xiaochen Xian, Andi Wang, Kaibo Liu:
A nonparametric adaptive sampling strategy for online monitoring of big data streams. CASE 2017: 844-846 - 2016
- [j2]Changyue Song, Kaibo Liu, Xi Zhang, Lili Chen, Xiaochen Xian:
An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals. IEEE Trans. Biomed. Eng. 63(7): 1532-1542 (2016) - 2015
- [j1]Ling Lin, Xiaochen Xian, Yujie Yan, Xing He, Zhiyi Tan:
Inefficiency of equilibria for scheduling game with machine activation costs. Theor. Comput. Sci. 607: 193-207 (2015)
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