Xifeng Yan

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Jiawei HanAbel Bliss Professor of Computer Science, University of IllinoisVerified email at cs.uiuc.edu
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Hong ChengProfessor, The Chinese University of Hong KongVerified email at se.cuhk.edu.hk
Feida ZhuSingapore Management UniversityVerified email at smu.edu.sg
ARIJIT KHANAssistant Professor, Nanyang Technological University (NTU)Verified email at ntu.edu.sg
Shu TaoGoogleVerified email at google.com
Dong XinGoogleVerified email at google.com
Yizhou SunAssociate Professor, Computer Science, UCLAVerified email at cs.ucla.edu
Shengqi YangGoogleVerified email at google.com
Ziyu GuanXidian UniversityVerified email at xidian.edu.cn
YANG LIGoogleVerified email at google.com
Yinghui WuCase Western Reserve UniversityVerified email at case.edu
Jian PeiProfessor of Computing Science, Simon Fraser UniversityVerified email at cs.sfu.ca
Karsten BorgwardtProfessor, ETH ZurichVerified email at bsse.ethz.ch
Yi ChenNew Jersey Institute of TechnologyVerified email at njit.edu
Deng CaiProfessor of Computer Science, Zhejiang UniversityVerified email at cad.zju.edu.cn
Nan LiUniversity of California, Santa BarbaraVerified email at cs.ucsb.edu
Xiaofei HeProfessor of Computer Science, Zhejiang UniversityVerified email at cad.zju.edu.cn
Matt FredriksonAssistant Professor, Carnegie Mellon UniversityVerified email at cs.cmu.edu
Gengxin MiaoUC Santa BarbaraVerified email at umail.ucsb.edu

Xifeng Yan

Professor, Computer Science, Univ. of California at Santa Barbara

Verified email at cs.ucsb.edu - Homepage

Data Mining Data Management Machine Learning Bioinformatics


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gspan: Graph-based substructure pattern mining X Yan, J Han 2002 IEEE International Conference on Data Mining, 2002. Proceedings., 721-724, 2002	2768	2002
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	1658	2007
Pathsim: Meta path-based top-k similarity search in heterogeneous information networks Y Sun, J Han, X Yan, PS Yu, T Wu Proceedings of the VLDB Endowment 4 (11), 992-1003, 2011	1262	2011
Clospan: Mining: Closed sequential patterns in large datasets X Yan, J Han, R Afshar Proceedings of the 2003 SIAM international conference on data mining, 166-177, 2003	1222	2003
Closegraph: mining closed frequent graph patterns X Yan, J Han Proceedings of the ninth ACM SIGKDD international conference on Knowledge …, 2003	860	2003
Graph indexing: A frequent structure-based approach X Yan, PS Yu, J Han Proceedings of the 2004 ACM SIGMOD international conference on Management of …, 2004	851	2004
Mining frequent patterns in data streams at multiple time granularities C Giannella, J Han, J Pei, X Yan, PS Yu Next generation data mining 212, 191-212, 2003	782	2003
SOBER: statistical model-based bug localization C Liu, X Yan, L Fei, J Han, SP Midkiff ACM SIGSOFT Software Engineering Notes 30 (5), 286-295, 2005	525	2005
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	457	2007
Mining coherent dense subgraphs across massive biological networks for functional discovery H Hu, X Yan, Y Huang, J Han, XJ Zhou Bioinformatics 21 (suppl_1), i213-i221, 2005	428	2005
Substructure similarity search in graph databases X Yan, PS Yu, J Han Proceedings of the 2005 ACM SIGMOD international conference on Management of …, 2005	405	2005
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	379	2008
Statistical debugging: A hypothesis testing-based approach C Liu, L Fei, X Yan, J Han, SP Midkiff IEEE Transactions on software engineering 32 (10), 831-848, 2006	368	2006
Pathselclus: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks Y Sun, B Norick, J Han, X Yan, PS Yu, X Yu ACM Transactions on Knowledge Discovery from Data (TKDD) 7 (3), 1-23, 2013	344	2013
Workload characterization and prediction in the cloud: A multiple time series approach A Khan, X Yan, S Tao, N Anerousis 2012 IEEE Network Operations and Management Symposium, 1287-1294, 2012	309	2012
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	284	2005
Tsp: Mining top-k closed sequential patterns P Tzvetkov, X Yan, J Han Knowledge and Information Systems 7 (4), 438-457, 2005	284	2005
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	280	2004
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	263	2005
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	257	2008

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