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Pengyu Song
ORCID
Publication Activity (10 Years)
Years Active: 2020-2024
Publications (10 Years): 7
Top Topics
Multivariate Time Series
Root Cause
Autoregressive
Industrial Process
Top Venues
CoRR
IEEE Trans. Instrum. Meas.
Pattern Recognit.
Neural Networks
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Publications
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Jiawei Chen
,
Pengyu Song
,
Chunhui Zhao
Multi-scale self-supervised representation learning with temporal alignment for multi-rate time series modeling.
Pattern Recognit.
145 (2024)
Jiawei Chen
,
Pengyu Song
,
Chunhui Zhao
,
Jinliang Ding
Spatiotemporal Multiscale Correlation Embedding With Process Variable Reorder for Industrial Soft Sensing.
IEEE Trans. Instrum. Meas.
72 (2023)
Pengyu Song
,
Chunhui Zhao
,
Biao Huang
MPGE and RootRank: A sufficient root cause characterization and quantification framework for industrial process faults.
Neural Networks
161 (2023)
Pengyu Song
,
Chunhui Zhao
,
Biao Huang
,
Min Wu
Sparse and Time-Varying Predictive Relation Extraction for Root Cause Quantification of Nonstationary Process Faults.
IEEE Trans. Instrum. Meas.
71 (2022)
Pengyu Song
,
Chunhui Zhao
,
Biao Huang
SFNet: A slow feature extraction network for parallel linear and nonlinear dynamic process monitoring.
Neurocomputing
488 (2022)
Haoyan Xu
,
Yida Huang
,
Ziheng Duan
,
Jie Feng
,
Pengyu Song
Multivariate Time Series Forecasting Based on Causal Inference with Transfer Entropy and Graph Neural Network.
CoRR
(2020)
Haoyan Xu
,
Ziheng Duan
,
Yida Huang
,
Jie Feng
,
Anni Ren
,
Qianru Zhang
,
Pengyu Song
,
Xiaoqian Wang
Parallel Extraction of Long-term Trends and Short-term Fluctuation Framework for Multivariate Time Series Forecasting.
CoRR
(2020)