Pei-Yuan Zhou

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