Concepedia

Chang Liu

CL

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Publications

3

Citations

190

H-Index

3

Active since

2020

Affiliations

Tsinghua University(Current)

Chang Liu is an author at Tsinghua University specializing in systems engineering, computer science, and data science.

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Publications per year

2020–2025

3

Publications

3

A Just-In-Time-Learning-Aided Canonical Correlation Analysis Method for Multimode Process Monitoring and Fault Detection

Zhiwen Chen, Chang Liu, Steven X. Ding et al. · IEEE Transactions on Industrial Electronics · 2020 · 146 citations

, , +17

Active Incremental Learning for Health State Assessment of Dynamic Systems With Unknown Scenarios

Chang Liu, Yi Zhang, Zhongjun Ding et al. · IEEE Transactions on Industrial Informatics · 2022 · 32 citations

, , +27

Causal-Aware Time Series Regression for IoT Energy Consumption Using Structured Attention and LSTM Networks

Chang Liu, Qi Wang, Xin Hu · Preprints.org · 2025 · 12 citations · Full text

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