Leonard K. M. Poon
Title
Cited by
Cited by
Year
Model-based multidimensional clustering of categorical data
T Chen, NL Zhang, T Liu, KM Poon, Y Wang
Artificial Intelligence 176 (1), 2246-2269, 2012
772012
A fast heuristic algorithm for decision-theoretic planning
KM Poon
Hong Kong University of Science and Technology, 2001
352001
Variable selection in model-based clustering: To do or to facilitate
LKM Poon, NL Zhang, T Chen, Y Wang
302010
Latent tree models for hierarchical topic detection
P Chen, NL Zhang, T Liu, LKM Poon, Z Chen, F Khawar
Artificial Intelligence 250, 105-124, 2017
282017
Progressive EM for latent tree models and hierarchical topic detection
P Chen, NL Zhang, LKM Poon, Z Chen
Thirtieth AAAI Conference on Artificial Intelligence, 2016
282016
Greedy learning of latent tree models for multidimensional clustering
TF Liu, NL Zhang, P Chen, AH Liu, LKM Poon, Y Wang
Machine learning 98 (1-2), 301-330, 2015
242015
Model-based clustering of high-dimensional data: Variable selection versus facet determination
LKM Poon, NL Zhang, T Liu, AH Liu
International Journal of Approximate Reasoning 54 (1), 196-215, 2013
232013
Learning analytics for monitoring students participation online: Visualizing navigational patterns on learning management system
LKM Poon, SC Kong, TSH Yau, M Wong, MH Ling
International Conference on Blended Learning, 166-176, 2017
192017
Latent tree analysis
NL Zhang, LKM Poon
Thirty-First AAAI Conference on Artificial Intelligence, 2017
122017
A data-driven method for syndrome type identification and classification in traditional Chinese medicine
NL Zhang, C Fu, TF Liu, B Chen, KM Poon, PX Chen, Y Zhang
Journal of integrative medicine 15 (2), 110-123, 2017
112017
Latent structure models and their application in TCM syndrome research*[J]
T WANG, N ZHANG, Y ZHAO, Y WANG, X WU, S YUAN, Z WANG, C DU, ...
Journal of Beijing University of Traditional Chinese Medicine 8, 2009
112009
Mining sequential patterns of students’ access on learning management system
LKM Poon, SC Kong, MYW Wong, TSH Yau
International conference on data mining and big data, 191-198, 2017
102017
A model-based approach to rounding in spectral clustering
LKM Poon, AH Liu, T Liu, NL Zhang
arXiv preprint arXiv:1210.4883, 2012
102012
Latent tree models for rounding in spectral clustering
AH Liu, LKM Poon, TF Liu, NL Zhang
Neurocomputing 144, 448-462, 2014
72014
Learning latent superstructures in variational autoencoders for deep multidimensional clustering
X Li, Z Chen, LKM Poon, NL Zhang
arXiv preprint arXiv:1803.05206, 2018
5*2018
Latent tree classifier
Y Wang, NL Zhang, T Chen, LKM Poon
European Conference on Symbolic and Quantitative Approaches to Reasoning and …, 2011
52011
A novel ltm-based method for multi-partition clustering
T Liu, NL Zhang, KM Poon, H Liu, Y Wang
6th European Workshop on Probabilistic Graphical Models, 203-210, 2012
42012
Clustering with multidimensional mixture models: analysis on world development indicators
LKM Poon
International Symposium on Neural Networks, 153-160, 2017
32017
Unidimensional clustering of discrete data using latent tree models
AH Liu, LKM Poon, NL Zhang
Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015
32015
LTC: A latent tree approach to classification
Y Wang, NL Zhang, T Chen, LKM Poon
International journal of approximate reasoning 54 (4), 560-572, 2013
32013
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