Hong Cheng
Hong Cheng
Associate Professor, The Chinese University of Hong Kong
Verified email at se.cuhk.edu.hk - Homepage
TitleCited byYear
Frequent pattern mining: current status and future directions
J Han, H Cheng, D Xin, X Yan
Data mining and knowledge discovery 15 (1), 55-86, 2007
14592007
Graph clustering based on structural/attribute similarities
Y Zhou, H Cheng, JX Yu
Proceedings of the VLDB Endowment 2 (1), 718-729, 2009
7062009
Discriminative frequent pattern analysis for effective classification
H Cheng, X Yan, J Han, CW Hsu
2007 IEEE 23rd International Conference on Data Engineering, 716-725, 2007
4182007
Rankclus: integrating clustering with ranking for heterogeneous information network analysis
Y Sun, J Han, P Zhao, Z Yin, H Cheng, T Wu
Proceedings of the 12th International Conference on Extending Database …, 2009
3762009
Mining significant graph patterns by leap search
X Yan, H Cheng, J Han, PS Yu
Proceedings of the 2008 ACM SIGMOD international conference on Management of …, 2008
3322008
IncSpan: incremental mining of sequential patterns in large database
H Cheng, X Yan, J Han
Proceedings of the tenth ACM SIGKDD international conference on Knowledge …, 2004
2672004
Mining compressed frequent-pattern sets
D Xin, J Han, X Yan, H Cheng
Proceedings of the 31st international conference on Very large data bases …, 2005
2652005
Summarizing itemset patterns: a profile-based approach
X Yan, H Cheng, J Han, D Xin
Proceedings of the eleventh ACM SIGKDD international conference on Knowledge …, 2005
2472005
Direct discriminative pattern mining for effective classification
H Cheng, X Yan, J Han, SY Philip
2008 IEEE 24th International Conference on Data Engineering, 169-178, 2008
2372008
A model-based approach to attributed graph clustering
Z Xu, Y Ke, Y Wang, H Cheng, J Cheng
Proceedings of the 2012 ACM SIGMOD international conference on management of …, 2012
2332012
Classification of software behaviors for failure detection: a discriminative pattern mining approach
D Lo, H Cheng, J Han, SC Khoo, C Sun
Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009
1992009
Clustering large attributed graphs: An efficient incremental approach
Y Zhou, H Cheng, JX Yu
2010 IEEE International Conference on Data Mining, 689-698, 2010
1682010
What's your next move: User activity prediction in location-based social networks
J Ye, Z Zhu, H Cheng
Proceedings of the 2013 SIAM International Conference on Data Mining, 171-179, 2013
1672013
Querying k-truss community in large and dynamic graphs
X Huang, H Cheng, L Qin, W Tian, JX Yu
Proceedings of the 2014 ACM SIGMOD international conference on Management of …, 2014
1612014
Extracting redundancy-aware top-k patterns
D Xin, H Cheng, X Yan, J Han
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
1442006
Identifying bug signatures using discriminative graph mining
H Cheng, D Lo, Y Zhou, X Wang, X Yan
Proceedings of the eighteenth international symposium on Software testing …, 2009
1432009
Direct mining of discriminative and essential frequent patterns via model-based search tree
W Fan, K Zhang, H Cheng, J Gao, X Yan, J Han, P Yu, O Verscheure
Proceedings of the 14th ACM SIGKDD international conference on Knowledge …, 2008
1422008
Near-optimal supervised feature selection among frequent subgraphs
M Thoma, H Cheng, A Gretton, J Han, HP Kriegel, A Smola, L Song, ...
Proceedings of the 2009 SIAM International Conference on Data Mining, 1076-1087, 2009
1182009
Mining colossal frequent patterns by core pattern fusion
F Zhu, X Yan, J Han, SY Philip, H Cheng
2007 IEEE 23rd international conference on Data Engineering, 706-715, 2007
1162007
Sparse hashing for fast multimedia search
X Zhu, Z Huang, H Cheng, J Cui, HT Shen
ACM Transactions on Information Systems (TOIS) 31 (2), 9, 2013
1142013
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