Pei-Yuan Zhou

Publication Activity (10 Years)

Years Active: 2013-2023
Publications (10 Years): 10

Top Topics

Pattern Discovery

Multivariate Time Series

Temporal Patterns

Top Venues

BMC Medical Informatics Decis. Mak.

PAKDD Workshops

IEEE Trans. Cogn. Dev. Syst.

Publications

Malikeh Ehghaghi, Pei-Yuan Zhou, Wendy Yusi Cheng, Sahar Rajabi, Chih-Hao Kuo, En-Shiun Annie Lee
Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement. BHI (2023)
Andrew K. C. Wong, Pei-Yuan Zhou, Annie E.-S. Lee
Theory and rationale of interpretable all-in-one pattern discovery and disentanglement system. npj Digit. Medicine 6 (2023)
Pei-Yuan Zhou, Andrew K. C. Wong
Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement. BMC Medical Informatics Decis. Mak. 21 (1) (2021)
Pei-Yuan Zhou, Keith C. C. Chan
Fuzzy Feature Extraction for Multichannel EEG Classification. IEEE Trans. Cogn. Dev. Syst. 10 (2) (2018)
Pei-Yuan Zhou, Keith C. C. Chan, Carol Xiaojuan Ou
Corporate Communication Network and Stock Price Movements: Insights From Data Mining. IEEE Trans. Comput. Soc. Syst. 5 (2) (2018)
Pei-Yuan Zhou, Antonio Sze-Tzo, Andrew K. C. Wong
Discovery and disentanglement of protein aligned pattern clusters to reveal subtle functional subgroups. BIBM (2017)
Pei-Yuan Zhou, Gary C. L. Li, Andrew K. C. Wong
An Effective Pattern Pruning and Summarization Method Retaining High Quality Patterns With High Area Coverage in Relational Datasets. IEEE Access 4 (2016)
Yang Liu, Yan Liu, Chaoguang Wang, Xiaohong Wang, Pei-Yuan Zhou, Gino Yu, Keith C. C. Chan
What Strikes the Strings of Your Heart?-Multi-Label Dimensionality Reduction for Music Emotion Analysis via Brain Imaging. IEEE Trans. Auton. Ment. Dev. 7 (3) (2015)
Pei-Yuan Zhou, Keith C. C. Chan
An unsupervised attribute clustering algorithm for unsupervised feature selection. DSAA (2015)
Pei-Yuan Zhou, Keith C. C. Chan
A Feature Extraction Method for Multivariate Time Series Classification Using Temporal Patterns. PAKDD (2) (2015)
Pei-Yuan Zhou, Keith C. C. Chan
A Model-Based Multivariate Time Series Clustering Algorithm. PAKDD Workshops (2014)
Pei-Yuan Zhou, Wenting Mo, Chunhua Tian, Li Li, Xiaoguang Rui, Haifeng Wang
A two-stage classification framework for imbalanced data with overlapping labels. SOLI (2014)
Pei-Yuan Zhou, En-Shiun Annie Lee, Andrew K. C. Wong
Regrouping of pattern clusters to reveal characteristics of distinct classes and related classes. BIBM (2013)