| A model-based multivariate time series clustering algorithm PY Zhou, KCC Chan Trends and Applications in Knowledge Discovery and Data Mining: PAKDD 2014 …, 2014 | 36 | 2014 |
| Fuzzy feature extraction for multichannel EEG classification PY Zhou, KCC Chan IEEE Transactions on Cognitive and Developmental Systems 10 (2), 267-279, 2016 | 34 | 2016 |
| A feature extraction method for multivariate time series classification using temporal patterns PY Zhou, KCC Chan Advances in Knowledge Discovery and Data Mining: 19th Pacific-Asia …, 2015 | 28 | 2015 |
| Corporate communication network and stock price movements: insights from data mining PY Zhou, KCC Chan, CX Ou IEEE Transactions on Computational Social Systems 5 (2), 391-402, 2018 | 26 | 2018 |
| Explanation and prediction of clinical data with imbalanced class distribution based on pattern discovery and disentanglement PY Zhou, AKC Wong BMC medical informatics and decision making 21, 1-15, 2021 | 21 | 2021 |
| What strikes the strings of your heart?–multi-label dimensionality reduction for music emotion analysis via brain imaging Y Liu, Y Liu, C Wang, X Wang, P Zhou, G Yu, KCC Chan IEEE Transactions on Autonomous Mental Development 7 (3), 176-188, 2015 | 21 | 2015 |
| Revealing subtle functional subgroups in class A scavenger receptors by pattern discovery and disentanglement of aligned pattern clusters PY Zhou, ESA Lee, A Sze-To, AKC Wong Proteomes 6 (1), 10, 2018 | 10 | 2018 |
| Member, IEEE, and Carol XiaojuanOu,“ PY Zhou, KCC Chan Corporate Communication Network and Stock Price Movements: Insights From …, 2018 | 10 | 2018 |
| An effective pattern pruning and summarization method retaining high quality patterns with high area coverage in relational datasets PY Zhou, GCL Li, AKC Wong IEEE access 4, 7847-7858, 2016 | 10 | 2016 |
| Discovering deep knowledge from relational data by attribute-value association AKC Wong, PY Zhou, A Sze-To Proceedings of the International Conference on Data Science (ICDATA), 51-57, 2017 | 9 | 2017 |
| An unsupervised attribute clustering algorithm for unsupervised feature selection PY Zhou, KCC Chan 2015 IEEE International Conference on Data Science and Advanced Analytics …, 2015 | 9 | 2015 |
| Discovery and disentanglement of aligned residue associations from aligned pattern clusters to reveal subgroup characteristics PY Zhou, A Sze-To, AKC Wong BMC medical genomics 11, 35-49, 2018 | 8 | 2018 |
| Discovery and disentanglement of protein aligned pattern clusters to reveal subtle functional subgroups PY Zhou, A Sze-Tzo, AKC Wong 2017 IEEE international conference on bioinformatics and biomedicine (BIBM …, 2017 | 7 | 2017 |
| Pattern discovery and disentanglement on relational datasets AKC Wong, PY Zhou, ZA Butt Scientific reports 11 (1), 5688, 2021 | 5 | 2021 |
| Revealing Common and Rare Patterns for Peritoneal Dialysis Eligibility Decisions with Association Discovery and Disentanglement P Zhou, AKC Wong, G Michalopoulos, RR Quinn, MJ Oliver, Y Yang, ... 2020 IEEE International Conference on Bioinformatics and Biomedicine (BIBM …, 2020 | 2 | 2020 |
| A two-stage classification framework for imbalanced data with overlapping labels PY Zhou, W Mo, C Tian, L Li, X Rui, H Wang Proceedings of 2014 IEEE International Conference on Service Operations and …, 2014 | 2 | 2014 |
| Regrouping of pattern clusters to reveal characteristics of distinct classes and related classes PY Zhou, ESA Lee, AKC Wong 2013 IEEE International Conference on Bioinformatics and Biomedicine, 55-61, 2013 | 2 | 2013 |
| Theory and rationale of interpretable all-in-one pattern discovery and disentanglement system AKC Wong, PY Zhou, AES Lee npj Digital Medicine 6 (1), 92, 2023 | 1 | 2023 |
| Interpretable Disease Prediction from Clinical Text by Leveraging Pattern Disentanglement M Ehghaghi, PY Zhou, WY Cheng, S Rajabi, CH Kuo, ESA Lee 2023 IEEE EMBS International Conference on Biomedical and Health Informatics …, 2023 | | 2023 |
| Pattern Discovery and Disentanglement: A New Interpretable Machine Learning Paradigm for Relational Datasets PY Zhou, A Wong, A Lee | | 2022 |
Keith C.C. ChanFormer Professor of Computing, The Hong Kong Polytechnic UniversityVerified email at connect.polyu.hk
