Xifeng Yan - researchr alias

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2011

2010

Assessing Expertise Awareness in Resolution NetworksYi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis, Qihong Shao. asunam 2010: 128-135 [doi]

Mining Graph PatternsHong Cheng, Xifeng Yan, Jiawei Han. In Charu C. Aggarwal, Haixun Wang, editors, Managing and Mining Graph Data. Volume 40 of Advances in Database Systems, pages 365-392, Springer, 2010. [doi]

Synthesizing Near-Optimal Malware Specifications from Suspicious BehaviorsMatt Fredrikson, Somesh Jha, Mihai Christodorescu, Reiner Sailer, Xifeng Yan. sp 2010: 45-60 [doi]

Mining knowledge from databases: an information network analysis approachJiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu. sigmod 2010: 1251-1252 [doi]

Towards proximity pattern mining in large graphsArijit Khan, Xifeng Yan, Kun-Lung Wu. sigmod 2010: 867-878 [doi]

Cross-Selling Optimization for Customized PromotionNan Li, Yinghui Yang, Xifeng Yan. sdm 2010: 918-929 [doi]

Mining Diversity on NetworksLu Liu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, Shiqiang Yang. dasfaa 2010: 384-398 [doi]

Generative models for ticket resolution in expert networksGengxin Miao, Louise E. Moser, Xifeng Yan, Shu Tao, Yi Chen, Nikos Anerousis. kdd 2010: 733-742 [doi]

Frequent trajectory mining on GPS dataNorma Saiph Savage, Shoji Nishimura, Norma Elva Chavez, Xifeng Yan. locweb 2010: 3 [doi]

Content-Aware Resolution Sequence Mining for Ticket RoutingPeng Sun, Shu Tao, Xifeng Yan, Nikos Anerousis, Yi Chen. BPM 2010: 243-259 [doi]

Discriminative frequent subgraph mining with optimality guaranteesMarisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt. sadm, 3(5):302-318, 2010. [doi]

Top-K aggregation queries over large networksXifeng Yan, Bin He, Feida Zhu, Jiawei Han. icde 2010: 377-380 [doi]

Graph IndexingXifeng Yan, Jiawei Han. In Charu C. Aggarwal, Haixun Wang, editors, Managing and Mining Graph Data. Volume 40 of Advances in Database Systems, pages 161-180, Springer, 2010. [doi]

2009

Mining Graph Patterns Efficiently via Randomized SummariesChen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han. pvldb, 2(1):742-753, 2009. [doi]

Graph OLAP: a multi-dimensional framework for graph data analysisChen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. kais, 21(1):41-63, 2009. [doi]

Identifying bug signatures using discriminative graph miningHong Cheng, David Lo, Yang Zhou, Xiaoyin Wang, Xifeng Yan. ISSTA 2009: 141-152 [doi]

Scalable OLAP and mining of information networksJiawei Han, Xifeng Yan, Philip S. Yu. edbt 2009: 1159 [doi]

SmallBlue: Social Network Analysis for Expertise Search and Collective IntelligenceChing-Yung Lin, Nan Cao, Shixia Liu, Spiros Papadimitriou, Jimeng Sun, Xifeng Yan. icde 2009: 1483-1486 [doi]

Near-optimal Supervised Feature Selection among Frequent SubgraphsMarisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt. sdm 2009: 1075-1086 [doi]

2008

Graph OLAP: Towards Online Analytical Processing on GraphsChen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. icdm 2008: 103-112 [doi]

On effective presentation of graph patterns: a structural representative approachChen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han. CIKM 2008: 299-308 [doi]

Direct Discriminative Pattern Mining for Effective ClassificationHong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu. icde 2008: 169-178 [doi]

Direct mining of discriminative and essential frequent patterns via model-based search treeWei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. kdd 2008: 230-238 [doi]

Report on the First International Workshop on Mining Graphs and Complex Structures (MGCS 07)Lawrence B. Holder, Xifeng Yan. SIGMOD, 37(1):53-55, 2008. [doi]

Efficient ticket routing by resolution sequence miningQihong Shao, Yi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis. kdd 2008: 605-613 [doi]

EasyTicket: a ticket routing recommendation engine for enterprise problem resolutionQihong Shao, Yi Chen, Shu Tao, Xifeng Yan, Nikos Anerousis. pvldb, 1(2):1436-1439, 2008. [doi]

Mining significant graph patterns by leap searchXifeng Yan, Hong Cheng, Jiawei Han, Philip S. Yu. sigmod 2008: 433-444 [doi]

2007

Systematic discovery of functional modules and context-specific functional annotation of human genomeYu Huang 0003, Haifeng Li, Haiyan Hu, Xifeng Yan, Michael S. Waterman, Haiyan Huang, Xianghong Jasmine Zhou. ismb 2007: 222-229 [doi]

gApprox: Mining Frequent Approximate Patterns from a Massive NetworkChen Chen, Xifeng Yan, Feida Zhu, Jiawei Han. icdm 2007: 445-450 [doi]

Towards Graph Containment Search and IndexingChen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, Dong-Qing Zhang, Xiaohui Gu. VLDB 2007: 926-937 [doi]

EntityRank: Searching Entities Directly and HolisticallyTao Cheng, Xifeng Yan, Kevin Chen-Chuan Chang. VLDB 2007: 387-398 [doi]

Supporting entity search: a large-scale prototype search engineTao Cheng, Xifeng Yan, Kevin Chen-Chuan Chang. sigmod 2007: 1144-1146 [doi]

Discriminative Frequent Pattern Analysis for Effective ClassificationHong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu. icde 2007: 716-725 [doi]

Frequent pattern mining: current status and future directionsJiawei Han, Hong Cheng, Dong Xin, Xifeng Yan. datamine, 15(1):55-86, 2007. [doi]

On compressing frequent patternsDong Xin, Jiawei Han, Xifeng Yan, Hong Cheng. DKE, 60(1):5-29, 2007. [doi]

A graph-based approach to systematically reconstruct human transcriptional regulatory modulesXifeng Yan, Michael R. Mehan, Yu Huang 0003, Michael S. Waterman, Philip S. Yu, Xianghong Jasmine Zhou. ismb 2007: 577-586 [doi]

Mining Colossal Frequent Patterns by Core Pattern FusionFeida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng. icde 2007: 706-715 [doi]

Efficient Discovery of Frequent Approximate Sequential PatternsFeida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu. icdm 2007: 751-756 [doi]

gPrune: A Constraint Pushing Framework for Graph Pattern MiningFeida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu. pakdd 2007: 388-400 [doi]

2006

Mining, Indexing, and Similarity Search in Graphs and Complex StructuresJiawei Han, Xifeng Yan, Philip S. Yu. icde 2006: 106 [doi]

Mining Control Flow Abnormality for Logic Error IsolationChao Liu, Xifeng Yan, Jiawei Han. sdm 2006: [doi]

Statistical Debugging: A Hypothesis Testing-Based ApproachChao Liu, Long Fei, Xifeng Yan, Jiawei Han, Samuel P. Midkiff. TSE, 32(10):831-848, 2006. [doi]

Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray dataFei Pan, Kiran Kamath, Kangyu Zhang, Sudip Pulapura, Avinash Achar, Juan Nunez-Iglesias, Yu Huang 0003, Xifeng Yan, Jiawei Han, Haiyan Hu, Min Xu, Jianjun Hu, Xianghong Jasmine Zhou. bioinformatics, 22(13):1665-1667, 2006. [doi]

Extracting redundancy-aware top-k patternsDong Xin, Hong Cheng, Xifeng Yan, Jiawei Han. kdd 2006: 444-453 [doi]

Searching Substructures with Superimposed DistanceXifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. icde 2006: 88 [doi]

Feature-based similarity search in graph structuresXifeng Yan, Feida Zhu, Philip S. Yu, Jiawei Han. tods, 31(4):1418-1453, 2006. [doi]

2005

Community Mining from Multi-relational NetworksDeng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han. pkdd 2005: 445-452 [doi]

SeqIndex: Indexing Sequences by Sequential Pattern AnalysisHong Cheng, Xifeng Yan, Jiawei Han. sdm 2005:

Mining coherent dense subgraphs across massive biological networks for functional discoveryHaiyan Hu, Xifeng Yan, Yu Huang 0003, Jiawei Han, Xianghong Jasmine Zhou. ismb 2005: 213-221 [doi]

SOBER: statistical model-based bug localizationChao Liu, Xifeng Yan, Long Fei, Jiawei Han, Samuel P. Midkiff. ESEC/FSE 2005: 286-295 [doi]

Mining Behavior Graphs for Backtrace of Noncrashing BugsChao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu. sdm 2005:

TSP: Mining top-::::k:::: closed sequential patternsPetre Tzvetkov, Xifeng Yan, Jiawei Han. kais, 7(4):438-457, 2005. [doi]

GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applicationsWei Wang, Chen Wang, Yongtai Zhu, Baile Shi, Jian Pei, Xifeng Yan, Jiawei Han. sigmod 2005: 879-881 [doi]

Mining Compressed Frequent-Pattern SetsDong Xin, Jiawei Han, Xifeng Yan, Hong Cheng. VLDB 2005: 709-720 [doi]

Substructure Similarity Search in Graph DatabasesXifeng Yan, Philip S. Yu, Jiawei Han. sigmod 2005: 766-777 [doi]

Graph indexing based on discriminative frequent structure analysisXifeng Yan, Philip S. Yu, Jiawei Han. tods, 30(4):960-993, 2005. [doi]

Summarizing itemset patterns: a profile-based approachXifeng Yan, Hong Cheng, Jiawei Han, Dong Xin. kdd 2005: 314-323 [doi]

Mining closed relational graphs with connectivity constraintsXifeng Yan, Xianghong Jasmine Zhou, Jiawei Han. kdd 2005: 324-333 [doi]

Mining Closed Relational Graphs with Connectivity ConstraintsXifeng Yan, Xianghong Jasmine Zhou, Jiawei Han. icde 2005: 357-358 [doi]

2004

IncSpan: incremental mining of sequential patterns in large databaseHong Cheng, Xifeng Yan, Jiawei Han. kdd 2004: 527-532 [doi]

From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth ApproachJiawei Han, Jian Pei, Xifeng Yan. jcst, 19(3):257-279, 2004. [doi]

Graph Indexing: A Frequent Structure-based ApproachXifeng Yan, Philip S. Yu, Jiawei Han. sigmod 2004: 335-346 [doi]

2003

TSP: Mining Top-K Closed Sequential PatternsPetre Tzvetkov, Xifeng Yan, Jiawei Han. icdm 2003: 347-354 [doi]

CloSpan: Mining Closed Sequential Patterns in Large DatabasesXifeng Yan, Jiawei Han, Ramin Afshar. sdm 2003: [doi]

CloseGraph: mining closed frequent graph patternsXifeng Yan, Jiawei Han. kdd 2003: 286-295 [doi]

2002

gSpan: Graph-Based Substructure Pattern MiningXifeng Yan, Jiawei Han. icdm 2002: 721-724 [doi]