Changyue Song

13 papers Journal 12Unranked 1
YearRankTypeTitle / Venue / Authors
2025 J jnl
Weakly Supervised Deep Learning for Monitoring Sleep Apnea Severity Using Coarse-Grained Labels.
IEEE Trans Autom. Sci. Eng.
Xin Zan, Di Wang, Changyue Song, Feng Liu, Xiaochen Xian, Richard Berry
2024 J jnl
Flexible Degradation Modeling via the Integration of Local Models and Importance Sampling.
IEEE Trans. Instrum. Meas.
Di Wang, Andi Wang, Changyue Song
2024 J jnl
Joint Learning of Failure Mode Recognition and Prognostics for Degradation Processes.
IEEE Trans Autom. Sci. Eng.
Di Wang, Xiaochen Xian, Changyue Song
2022 J jnl
Building Local Models for Flexible Degradation Modeling and Prognostics.
IEEE Trans Autom. Sci. Eng.
Changyue Song, Ziqian Zheng, Kaibo Liu
2022 J jnl
Individualized Degradation Modeling and Prognostics in a Heterogeneous Group via Incorporating Intrinsic Covariate Information.
IEEE Trans Autom. Sci. Eng.
Minhee Kim, Changyue Song, Kaibo Liu
2021 J jnl
Collusion Detection and Ground Truth Inference in Crowdsourcing for Labeling Tasks.
J. Mach. Learn. Res.
Changyue Song, Kaibo Liu, Xi Zhang
2019 J jnl
A Generic Health Index Approach for Multisensor Degradation Modeling and Sensor Selection.
IEEE Trans Autom. Sci. Eng.
Minhee Kim, Changyue Song, Kaibo Liu
2019 J jnl
A generic framework for multisensor degradation modeling based on supervised classification and failure surface.
IISE Trans.
Changyue Song, Kaibo Liu, Xi Zhang
2018 J jnl
Integration of Data-Level Fusion Model and Kernel Methods for Degradation Modeling and Prognostic Analysis.
IEEE Trans. Reliab.
Changyue Song, Kaibo Liu, Xi Zhang
2017 J jnl
Optimize the Signal Quality of the Composite Health Index via Data Fusion for Degradation Modeling and Prognostic Analysis.
IEEE Trans Autom. Sci. Eng.
Kaibo Liu, Abdallah A. Chehade, Changyue Song
2016 J jnl
An Obstructive Sleep Apnea Detection Approach Using a Discriminative Hidden Markov Model From ECG Signals.
IEEE Trans. Biomed. Eng.
Changyue Song, Kaibo Liu, Xi Zhang, Lili Chen, Xiaochen Xian
2015 J jnl
An Automatic Screening Approach for Obstructive Sleep Apnea Diagnosis Based on Single-Lead Electrocardiogram.
IEEE Trans Autom. Sci. Eng.
Lili Chen, Xi Zhang, Changyue Song
2013 — conf
A severity measurement system for obstructive sleep apnea discrimination using a single ECG signal.
CASE
Lili Chen, Xi Zhang, Changyue Song