Changyue Song

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 9

Top Topics

Dempster Shafer

Unsupervised Classification

Discriminative Classifiers

Top Venues

IEEE Trans Autom. Sci. Eng.

IEEE Trans. Reliab.

J. Mach. Learn. Res.

Publications

Di Wang, Xiaochen Xian, Changyue Song
Joint Learning of Failure Mode Recognition and Prognostics for Degradation Processes. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
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) (2022)
Changyue Song, Ziqian Zheng, Kaibo Liu
Building Local Models for Flexible Degradation Modeling and Prognostics. IEEE Trans Autom. Sci. Eng. 19 (4) (2022)
Changyue Song, Kaibo Liu, Xi Zhang
Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks. J. Mach. Learn. Res. 22 (2021)
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) (2019)
Changyue Song, Kaibo Liu, Xi Zhang
A generic framework for multisensor degradation modeling based on supervised classification and failure surface. IISE Trans. 51 (11) (2019)
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) (2018)
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) (2017)
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) (2016)
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) (2015)
Lili Chen, Xi Zhang, Changyue Song
A severity measurement system for obstructive sleep apnea discrimination using a single ECG signal. CASE (2013)