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2020 – today
- 2024
[j11]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)- [j10]Di Wang, Andi Wang, Changyue Song:
Flexible Degradation Modeling via the Integration of Local Models and Importance Sampling. IEEE Trans. Instrum. Meas. 73: 1-12 (2024) - 2022
- [j9]Minhee Kim, Changyue Song, Kaibo Liu:
Individualized Degradation Modeling and Prognostics in a Heterogeneous Group via Incorporating Intrinsic Covariate Information. IEEE Trans Autom. Sci. Eng. 19(3): 2079-2094 (2022) - [j8]Changyue Song, Ziqian Zheng, Kaibo Liu:
Building Local Models for Flexible Degradation Modeling and Prognostics. IEEE Trans Autom. Sci. Eng. 19(4): 3483-3495 (2022) - 2021
- [j7]Changyue Song, Kaibo Liu, Xi Zhang:
Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks. J. Mach. Learn. Res. 22: 190:1-190:45 (2021)
2010 – 2019
- 2019
- [j6]Changyue Song, Kaibo Liu, Xi Zhang:
A generic framework for multisensor degradation modeling based on supervised classification and failure surface. IISE Trans. 51(11): 1288-1302 (2019) - [j5]Minhee Kim, Changyue Song, Kaibo Liu:
A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection. IEEE Trans Autom. Sci. Eng. 16(3): 1426-1437 (2019) - 2018
- [j4]Changyue Song, Kaibo Liu, Xi Zhang:
Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis. IEEE Trans. Reliab. 67(2): 640-650 (2018) - 2017
- [j3]Kaibo Liu, Abdallah A. Chehade, Changyue Song:
Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis. IEEE Trans Autom. Sci. Eng. 14(3): 1504-1514 (2017) - 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]Lili Chen, Xi Zhang, Changyue Song:
An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram. IEEE Trans Autom. Sci. Eng. 12(1): 106-115 (2015) - 2013
- [c1]Lili Chen, Xi Zhang, Changyue Song:
A severity measurement system for obstructive sleep apnea discrimination using a single ECG signal. CASE 2013: 1-6
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