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Jiawei Han [FOAF]  [Follow]

Position: Professor
Affiliation: Department of Computer Science Univ. of Illinois at Urbana-Champaign Rm 2132, Siebel Center for Computer Science
Address: 201 N. Goodwin Avenue Urbana, IL 61801, USA
Phone: (217) 333-6903
Fax: (217) 265-6494
Email:
Homepage: http://www-sal.cs.uiuc.edu/~hanj/
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Statistics: H-index: 74 (See all experts' h-index.)
total citation number: 52292
highest-cited paper: Data Mining: Concepts and Techniques (2000) (Cited By 9913)

Research Interest:

Data Mining, Efficient Mining, Spatial Data Mining, Frequent Itemset Mining, Mining Frequent Patterns

Show Temporal Interests (Do you want to see the change of his/her research interests?)

Education: [Edit]

Phd University: Univ. Wisconsin-Madison Phd Major: Computer Science Phd Date: 1985

National Science Foundation - US

[7] SGER: CS-BibCube: OLAPing and Mining of Computer Science Literature (0842769), 2008-09-01 － 2010-02-28
[6] SGER: DataScope: Viewing Database Contents in Multi-Resolution at Your Finger Tips (0642771), 2006-09-01 － 2007-08-31
[5] Collaborative Research: Endowing Biological Databases With Analytical Power: Indexing, Querying, and Mining of Complex Biological Structures (0515813), 2005-09-15 － 2009-08-31
[4] SEI(IIS): MotionEye: Querying and Mining Large Datasets of Moving Objects (0513678), 2005-07-15 － 2008-06-30
[3] NGS: Collaborative Research: Reusable, Observation-based Performance Prediction across Platforms (0406408), 2004-08-01 － 2005-07-31
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Publications: [Edit disambiguation Result]

2010(1)
[396]Hector Gonzalez, Jiawei Han, Hong Cheng, Xiaolei Li, Diego Klabjan, Tianyi Wu. Modeling Massive RFID Data Sets: A Gateway-Based Movement Graph Approach. IEEE Trans. Knowl. Data Eng., 2010: 90~104   [Bibtex]
2009(39)
[395]Xiao Yu, Lu An Tang, Jiawei Han. Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection. 2009. pp.617~626   [Bibtex]
[394]Samson Hauguel, ChengXiang Zhai, Jiawei Han. Parallel PathFinder Algorithms for Mining Structures from Graphs. 2009. pp.812~817   [Bibtex]
[393]Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu. iTopicModel: Information Network-Integrated Topic Modeling. 2009. pp.493~502   [Bibtex]
[392]Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo. Mining Personal Image Collection for Social Group Suggestion. 2009. pp.202~207   [Bibtex]
[391]Jiawei Han. Mining Heterogeneous Information Networks by Exploring the Power of Links.  ALT'2009. pp.3~3    Cited By 43[Bibtex]
[390]Peixiang Zhao, Jiawei Han, Yizhou Sun. P-Rank: a comprehensive structural similarity measure over information networks.  CIKM'2009. pp.553~562    Cited By 4[Bibtex]
[389]Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Jiawei Han, Hossein Ahmadi. Finding Symbolic Bug Patterns in Sensor Networks.  DCOSS'2009. pp.131~144   [Bibtex]
[388]Jiawei Han. Mining Heterogeneous Information Networks by Exploring the Power of Links.  Discovery Science'2009. pp.13~30    Cited By 43[Bibtex]
[387]Tianyi Wu, Jiawei Han. Subspace Discovery for Promotion: A Cell Clustering Approach.  Discovery Science'2009. pp.362~376   [Bibtex]
[386]Min-Soo Kim, Jiawei Han. CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks.  Discovery Science'2009. pp.152~167   [Bibtex]
[385]Jiawei Han, Xifeng Yan, Philip S. Yu. Scalable OLAP and mining of information networks.  EDBT'2009. pp.1159~1159    Cited By 1[Bibtex] [PDF]
[384]Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu. RankClus: integrating clustering with ranking for heterogeneous information network analysis.  EDBT'2009. pp.565~576    Cited By 13[Bibtex] [PDF]
[383]Bhavani M. Thuraisingham, Latifur Khan, Murat Kantarcioglu, Sonia Chib, Jiawei Han, Sang Son. Real-Time Knowledge Discovery and Dissemination for Intelligence Analysis.  HICSS'2009. pp.1~12   [Bibtex]
[382]Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han. Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems.  ICDCS'2009. pp.623~630   [Bibtex]
[381]Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee. Temporal Outlier Detection in Vehicle Traffic Data.  ICDE'2009. pp.1319~1322    Cited By 6[Bibtex] [PDF]
[380]Bolin Ding, David Lo, Jiawei Han, Siau-Cheng Khoo. Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database.  ICDE'2009. pp.1024~1035    Cited By 7[Bibtex] [PDF]
[379]Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han. Locality Preserving Nonnegative Matrix Factorization.  IJCAI'2009. pp.1010~1015    Cited By 3[Bibtex] [PDF]
[378]Zhijun Yin, Rui Li, Qiaozhu Mei, Jiawei Han. Exploring social tagging graph for web object classification.  KDD'2009. pp.957~966    Cited By 5[Bibtex] [PDF]
[377]Yizhou Sun, Yintao Yu, Jiawei Han. Ranking-based clustering of heterogeneous information networks with star network schema.  KDD'2009. pp.797~806    Cited By 10[Bibtex] [PDF]
[376]David Lo, Hong Cheng, Jiawei Han, Siau-Cheng Khoo, Chengnian Sun. Classification of software behaviors for failure detection: a discriminative pattern mining approach.  KDD'2009. pp.557~566    Cited By 9[Bibtex] [PDF]
[375]Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han. Heterogeneous source consensus learning via decision propagation and negotiation.  KDD'2009. pp.339~348    Cited By 5[Bibtex] [PDF]
[374]Chandrasekar Ramachandran, Rahul Malik, Xin Jin, Jing Gao, Klara Nahrstedt, Jiawei Han. VideoMule: a consensus learning approach to multi-label classification from noisy user-generated videos.  ACM Multimedia'2009. pp.721~724    Cited By 3[Bibtex]
[373]Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. A Multi-partition Multi-chunk Ensemble Technique to Classify Concept-Drifting Data Streams.  PAKDD'2009. pp.363~375    Cited By 2[Bibtex] [PDF]
[372]Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. Integrating Novel Class Detection with Classification for Concept-Drifting Data Streams.  ECML/PKDD (2)'2009. pp.79~94    Cited By 3[Bibtex]
[371]Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin. GAD: General Activity Detection for Fast Clustering on Large Data.  SDM'2009. pp.2~13   [Bibtex]
[370]Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt. Near-optimal Supervised Feature Selection among Frequent Subgraphs.  SDM'2009. pp.1075~1086    Cited By 9[Bibtex]
[369]Duo Zhang, ChengXiang Zhai, Jiawei Han. Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases.  SDM'2009. pp.1123~1134    Cited By 8[Bibtex]
[368]Rahul Malik, Sangkyum Kim, Xin Jin, Chandrasekar Ramachandran, Jiawei Han, Indranil Gupta, Klara Nahrstedt. MLR-Index: An Index Structure for Fast and Scalable Similarity Search in High Dimensions.  SSDBM'2009. pp.167~184    Cited By 1[Bibtex]
[367]Hongyan Liu, Xiaoyu Wang, Jun He, Jiawei Han, Dong Xin, Zheng Shao. Top-down mining of frequent closed patterns from very high dimensional data. Inf. Sci., 2009: 899~924    Cited By 2[Bibtex]
[366]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. Graph OLAP: a multi-dimensional framework for graph data analysis. Knowl. Inf. Syst., 2009: 41~63    Cited By 1[Bibtex]
[365]Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han. Mining Graph Patterns Efficiently via Randomized Summaries. PVLDB, 2009: 742~753    Cited By 5[Bibtex]
[364]Yintao Yu, Cindy Xide Lin, Yizhou Sun, Chen Chen, Jiawei Han, Binbin Liao, Tianyi Wu, ChengXiang Zhai, Duo Zhang, Bo Zhao. iNextCube: Information Network-Enhanced Text Cube. PVLDB, 2009: 1622~1625    Cited By 2[Bibtex]
[363]Tianyi Wu, Dong Xin, Qiaozhu Mei, Jiawei Han. Promotion Analysis in Multi-Dimensional Space. PVLDB, 2009: 109~120    Cited By 5[Bibtex]
[362]Min-Soo Kim, Jiawei Han. A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks. PVLDB, 2009: 622~633    Cited By 7[Bibtex] [PDF]
[361]Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok Srivastava, Nikunj C. Oza. Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. Statistical Analysis and Data Mining, 2009: 378~395   [Bibtex]
[360]Jiawei Han. Data Mining.  Theory of Computing Systems, 2009: 595~598    Cited By 43[Bibtex]
[359]Hong Cheng, Jiawei Han. Frequent Itemsets and Association Rules.  Theory of Computing Systems, 2009: 1184~1187   [Bibtex]
[358]Hong Cheng, Jiawei Han. Pattern-Growth Methods.  Theory of Computing Systems, 2009: 2051~2054   [Bibtex]
[357]Jiawei Han, Bolin Ding. Stream Mining.  Theory of Computing Systems, 2009: 2831~2834   [Bibtex]
2008(36)
[356]Deng Cai, Xiaofei He, Jiawei Han. Sparse Projections over Graph.  AAAI'2008. pp.610~615    Cited By 1[Bibtex] [PDF]
[355]Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai. Modeling hidden topics on document manifold.  CIKM'2008. pp.911~920    Cited By 6[Bibtex] [PDF]
[354]Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han. On effective presentation of graph patterns: a structural representative approach.  CIKM'2008. pp.299~308    Cited By 2[Bibtex] [PDF]
[353]Jiawei Han. Data mining for image/video processing: a promising research frontier.  CIVR'2008. pp.1~2    Cited By 43[Bibtex]
[352]Deng Cai, Xiaofei He, Jiawei Han. Training Linear Discriminant Analysis in Linear Time.  ICDE'2008. pp.209~217    Cited By 2[Bibtex]
[351]Jae-Gil Lee, Jiawei Han, Xiaolei Li. Trajectory Outlier Detection: A Partition-and-Detect Framework.  ICDE'2008. pp.140~149    Cited By 29[Bibtex]
[350]Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu. Direct Discriminative Pattern Mining for Effective Classification.  ICDE'2008. pp.169~178    Cited By 33[Bibtex]
[349]Dong Xin, Jiawei Han. P-Cube: Answering Preference Queries in Multi-Dimensional Space.  ICDE'2008. pp.1092~1100    Cited By 4[Bibtex]
[348]Luiz F. Mendes, Bolin Ding, Jiawei Han. Stream Sequential Pattern Mining with Precise Error Bounds.  ICDM'2008. pp.941~946    Cited By 4[Bibtex] [PDF]
[347]Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han. Non-negative Matrix Factorization on Manifold.  ICDM'2008. pp.63~72    Cited By 13[Bibtex]
[346]Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao. Text Cube: Computing IR Measures for Multidimensional Text Database Analysis.  ICDM'2008. pp.905~910    Cited By 10[Bibtex] [PDF]
[345]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. Graph OLAP: Towards Online Analytical Processing on Graphs.  ICDM'2008. pp.103~112    Cited By 8[Bibtex] [PDF]
[344]Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham. A Practical Approach to Classify Evolving Data Streams: Training with Limited Amount of Labeled Data.  ICDM'2008. pp.929~934    Cited By 10[Bibtex] [PDF]
[343]Xiaoxin Yin, Jiawei Han. Exploring the Power of Heuristics and Links in Multi-relational Data Mining.  ISMIS'2008. pp.17~27    Cited By 3[Bibtex]
[342]Jing Gao, Wei Fan, Jing Jiang, Jiawei Han. Knowledge transfer via multiple model local structure mapping.  KDD'2008. pp.283~291    Cited By 15[Bibtex] [PDF]
[341]Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han. Mining preferences from superior and inferior examples.  KDD'2008. pp.390~398    Cited By 9[Bibtex] [PDF]
[340]Wei Fan, Kun Zhang, Hong Cheng, Jing Gao, Xifeng Yan, Jiawei Han, Philip S. Yu, Olivier Verscheure. Direct mining of discriminative and essential frequent patterns via model-based search tree.  KDD'2008. pp.230~238    Cited By 18[Bibtex] [PDF]
[339]Ding Yuan, Kyuhyung Lee, Hong Cheng, Gopal Krishna, Zhenmin Li, Xiao Ma, Yuanyuan Zhou, Jiawei Han. CISpan: Comprehensive Incremental Mining Algorithms of Closed Sequential Patterns for Multi-Versional Software Mining.  SDM'2008. pp.84~95    Cited By 4[Bibtex]
[338]Sangkyum Kim, Xin Jin, Jiawei Han. SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering.  SDM'2008. pp.49~60   [Bibtex]
[337]Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han. Dustminer: troubleshooting interactive complexity bugs in sensor networks.  SenSys'2008. pp.99~112    Cited By 21[Bibtex] [PDF]
[336]Tianyi Wu, Dong Xin, Jiawei Han. ARCube: supporting ranking aggregate queries in partially materialized data cubes.  SIGMOD Conference'2008. pp.79~92    Cited By 8[Bibtex] [PDF]
[335]Yizhou Sun, Tianyi Wu, Zhijun Yin, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao. BibNetMiner: mining bibliographic information networks.  SIGMOD Conference'2008. pp.1341~1344    Cited By 1[Bibtex]
[334]Xifeng Yan, Hong Cheng, Jiawei Han, Philip S. Yu. Mining significant graph patterns by leap search.  SIGMOD Conference'2008. pp.433~444    Cited By 49[Bibtex]
[333]Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun. Sampling cube: a framework for statistical olap over sampling data.  SIGMOD Conference'2008. pp.779~790    Cited By 3[Bibtex] [PDF]
[332]Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang, Jiawei Han. PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes.  WAIM'2008. pp.270~277   [Bibtex]
[331]Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu. Classifying Data Streams with Skewed Class Distributions and Concept Drifts. IEEE Internet Computing, 2008: 37~49    Cited By 2[Bibtex]
[330]Xu Ling, Xin He, Dong Xin, Jiawei Han. Efficiently Identifying Max-Gap Clusters in Pairwise Genome Comparison. Journal of Computational Biology, 2008: 593~609    Cited By 5[Bibtex]
[329]Ok-Ran Jeong, Jiawei Han, Won Kim, Eunseok Lee. On Having Search Engines Deliver Hierarchies of Web Pages. Journal of Object Technology, 2008: 33~41   [Bibtex]
[328]Xiaoxin Yin, Jiawei Han, Philip S. Yu. Truth Discovery with Multiple Conflicting Information Providers on the Web. IEEE Trans. Knowl. Data Eng., 2008: 796~808    Cited By 34[Bibtex] [PDF]
[327]Xiaofei He, Deng Cai, Jiawei Han. Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng., 2008: 189~201    Cited By 35[Bibtex]
[326]Deng Cai, Xiaofei He, Jiawei Han. SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. IEEE Trans. Knowl. Data Eng., 2008: 1~12    Cited By 46[Bibtex]
[325]Chao Liu, Xiangyu Zhang, Jiawei Han. A Systematic Study of Failure Proximity. IEEE Trans. Software Eng., 2008: 826~843    Cited By 1[Bibtex]
[324]Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzalez. TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering. PVLDB, 2008: 1081~1094    Cited By 20[Bibtex] [PDF]
[323]Jiawei Han. OLAP, Spatial.  Encyclopedia of GIS, 2008: 809~812    Cited By 43[Bibtex]
[322]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez. Anomaly Detection in Moving Object.  Intelligence and Security Informatics, 2008: 357~381    Cited By 1[Bibtex]
[321]Hong Cheng, Philip S. Yu, Jiawei Han. Approximate Frequent Itemset Mining In the Presence of Random Noise.  Soft Computing for Knowledge Discovery and Data Mining, 2008: 363~389    Cited By 7[Bibtex]
2007(46)
[320]Deng Cai, Xiaofei He, Jiawei Han. Isometric Projection.  AAAI'2007. pp.528~533    Cited By 12[Bibtex]
[319]Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han. Regularized locality preserving indexing via spectral regression.  CIKM'2007. pp.741~750    Cited By 14[Bibtex]
[318]Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang. Learning a Spatially Smooth Subspace for Face Recognition.  CVPR'2007.    [Bibtex]
[317]Deng Cai, Xiaofei He, Jiawei Han. Spectral Regression for Efficient Regularized Subspace Learning.  ICCV'2007. pp.1~8    Cited By 44[Bibtex]
[316]Deng Cai, Xiaofei He, Jiawei Han. Semi-supervised Discriminant Analysis.  ICCV'2007. pp.1~7    Cited By 72[Bibtex]
[315]Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu. Discriminative Frequent Pattern Analysis for Effective Classification.  ICDE'2007. pp.716~725   [Bibtex]
[314]Hector Gonzalez, Jiawei Han, Xuehua Shen. Cost-Conscious Cleaning of Massive RFID Data Sets.  ICDE'2007. pp.1268~1272    Cited By 17[Bibtex]
[313]Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han. The Multi-Relational Skyline Operator.  ICDE'2007. pp.1276~1280    Cited By 10[Bibtex]
[312]Xiaoxin Yin, Jiawei Han, Philip S. Yu. Object Distinction: Distinguishing Objects with Identical Names.  ICDE'2007. pp.1242~1246    Cited By 22[Bibtex]
[311]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng. Mining Colossal Frequent Patterns by Core Pattern Fusion.  ICDE'2007. pp.706~715    Cited By 21[Bibtex]
[310]Dong Xin, Jiawei Han. Integrating OLAP and Ranking: The Ranking-Cube Methodology.  ICDE Workshops'2007. pp.253~256   [Bibtex]
[309]Deng Cai, Xiaofei He, Jiawei Han. Efficient Kernel Discriminant Analysis via Spectral Regression.  ICDM'2007. pp.427~432    Cited By 24[Bibtex]
[308]Jing Gao, Wei Fan, Jiawei Han. On Appropriate Assumptions to Mine Data Streams: Analysis and Practice.  ICDM'2007. pp.143~152    Cited By 21[Bibtex]
[307]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu. Efficient Discovery of Frequent Approximate Sequential Patterns.  ICDM'2007. pp.751~756    Cited By 3[Bibtex]
[306]Deng Cai, Xiaofei He, Jiawei Han. Spectral Regression: A Unified Approach for Sparse Subspace Learning.  ICDM'2007. pp.73~82    Cited By 9[Bibtex]
[305]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han. gApprox: Mining Frequent Approximate Patterns from a Massive Network.  ICDM'2007. pp.445~450    Cited By 10[Bibtex]
[304]Xiangyu Zhang Chao Liu, Yu Zhang, Jiawei Han, Bharat K. Bhargava. Indexing Noncrashing Failures: A Dynamic Program Slicing-Based Approach.  ICSM'2007. pp.455~464   [Bibtex]
[303]Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao. Locality Sensitive Discriminant Analysis.  IJCAI'2007. pp.708~713    Cited By 45[Bibtex] [PDF]
[302]Xiaoxin Yin, Jiawei Han, Philip S. Yu. Truth discovery with multiple conflicting information providers on the web.  KDD'2007. pp.1048~1052    Cited By 34[Bibtex] [PDF]
[301]Deng Cai, Xiaofei He, Jiawei Han. Regularized regression on image manifold for retrieval.  Multimedia Information Retrieval'2007. pp.11~20    Cited By 3[Bibtex]
[300]Deng Cai, Xiaofei He, Jiawei Han. Spectral regression: a unified subspace learning framework for content-based image retrieval.  ACM Multimedia'2007. pp.403~412    Cited By 19[Bibtex]
[299]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu. gPrune: A Constraint Pushing Framework for Graph Pattern Mining.  PAKDD'2007. pp.388~400    Cited By 21[Bibtex]
[298]Jiawei Han. Research Frontiers in Advanced Data Mining Technologies and Applications.  PAKDD'2007. pp.1~5    Cited By 43[Bibtex]
[297]Tianyi Wu, Yuguo Chen, Jiawei Han. Association Mining in Large Databases: A Re-examination of Its Measures.  PKDD'2007. pp.621~628    Cited By 17[Bibtex]
[296]Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu. A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions.  SDM'2007.     Cited By 24[Bibtex]
[295]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez. ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets.  SDM'2007.     Cited By 19[Bibtex]
[294]Dong Xin, Jiawei Han, Kevin Chen-Chuan Chang. Progressive and selective merge: computing top-k with ad-hoc ranking functions.  SIGMOD Conference'2007. pp.103~114    Cited By 35[Bibtex]
[293]Jae-Gil Lee, Jiawei Han, Kyu-Young Whang. Trajectory clustering: a partition-and-group framework.  SIGMOD Conference'2007. pp.593~604    Cited By 101[Bibtex]
[292]Xiaoyu Wang, Hongyan Liu, Jiawei Han. Finding frequent items in data streams using hierarchical information.  SMC'2007. pp.431~436    Cited By 8[Bibtex]
[291]Xiaolei Li, Jiawei Han, Jae-Gil Lee, Hector Gonzalez. Traffic Density-Based Discovery of Hot Routes in Road Networks.  SSTD'2007. pp.441~459    Cited By 26[Bibtex]
[290]Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han. On Efficient Processing of Subspace Skyline Queries on High Dimensional Data.  SSDBM'2007. pp.12~12    Cited By 7[Bibtex]
[289]Xiaolei Li, Jiawei Han. Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data.  VLDB'2007. pp.447~458    Cited By 11[Bibtex]
[288]Tianyi Wu, Xiaolei Li, Dong Xin, Jiawei Han, Jacob Lee, Ricardo Redder. DataScope: Viewing Database Contents in Google Maps' Way.  VLDB'2007. pp.1314~1317    Cited By 8[Bibtex]
[287]Chen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, Dong-Qing Zhang, Xiaohui Gu. Towards Graph Containment Search and Indexing.  VLDB'2007. pp.926~937    Cited By 24[Bibtex]
[286]Hector Gonzalez, Jiawei Han, Xiaolei Li, Margaret Myslinska, John Paul Sondag. Adaptive Fastest Path Computation on a Road Network: A Traffic Mining Approach.  VLDB'2007. pp.794~805    Cited By 20[Bibtex]
[285]Jiawei Han. Exploring the Power of Links in Data Mining.  APWeb/WAIM'2007. pp.2~2    Cited By 43[Bibtex]
[284]Jiawei Han. Mining, Indexing, and Searching Graphs in Large Data Sets.  MLG'2007.     Cited By 43[Bibtex]
[283]Chulyun Kim, Sangkyum Kim, Russell Dorer, Dan Xie, Jiawei Han, Sheng Zhong. TagSmart: analysis and visualization for yeast mutant fitness data measured by tag microarrays. BMC Bioinformatics, 2007.    [Bibtex]
[282]Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan. Frequent pattern mining: current status and future directions. Data Min. Knowl. Discov., 2007: 55~86    Cited By 151[Bibtex]
[281]Xiaoxin Yin, Jiawei Han, Philip S. Yu. CrossClus: user-guided multi-relational clustering. Data Min. Knowl. Discov., 2007: 321~348    Cited By 11[Bibtex]
[280]Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng. On compressing frequent patterns. Data Knowl. Eng., 2007: 5~29    Cited By 16[Bibtex]
[279]Jian Pei, Jiawei Han, Wei Wang. Constraint-based sequential pattern mining: the pattern-growth methods. J. Intell. Inf. Syst., 2007: 133~160    Cited By 14[Bibtex]
[278]Dong Xin, Jiawei Han, Xiaolei Li, Zheng Shao, Benjamin W. Wah. Computing Iceberg Cubes by Top-Down and Bottom-Up Integration: The StarCubing Approach. IEEE Trans. Knowl. Data Eng., 2007: 111~126    Cited By 12[Bibtex]
[277]Jianyong Wang, Jiawei Han, Chun Li. Frequent Closed Sequence Mining without Candidate Maintenance. IEEE Trans. Knowl. Data Eng., 2007: 1042~1056    Cited By 29[Bibtex]
[276]Jiawei Han. Introduction. TKDD, 2007.     Cited By 43[Bibtex] [PDF]
[275]Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, Chengxiang Zhai. Semantic annotation of frequent patterns. TKDD, 2007.     Cited By 5[Bibtex]
2006(34)
[274]Jiawei Han, Hector Gonzalez, Xiaolei Li, Diego Klabjan. Warehousing and Mining Massive RFID Data Sets.  ADMA'2006. pp.1~18    Cited By 16[Bibtex] [PDF]
[273]Hector Gonzalez, Jiawei Han, Xiaolei Li. Mining compressed commodity workflows from massive RFID data sets.  CIKM'2006. pp.162~171    Cited By 31[Bibtex] [PDF]
[272]Charu C. Aggarwal, Chen Chen, Jiawei Han. On the Inverse Classification Problem and its Applications.  ICDE'2006. pp.111~111   [Bibtex] [PDF]
[271]Hector Gonzalez, Jiawei Han, Xiaolei Li, Diego Klabjan. Warehousing and Analyzing Massive RFID Data Sets.  ICDE'2006. pp.83~83    Cited By 120[Bibtex] [PDF]
[270]Jiawei Han, Xifeng Yan, Philip S. Yu. Mining, Indexing, and Similarity Search in Graphs and Complex Structures.  ICDE'2006. pp.106~106    Cited By 1[Bibtex] [PDF]
[269]Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao. Top-Down Mining of Interesting Patterns from Very High Dimensional Data.  ICDE'2006. pp.114~114    Cited By 9[Bibtex] [PDF]
[268]Dong Xin, Zheng Shao, Jiawei Han, Hongyan Liu. C-Cubing: Efficient Computation of Closed Cubes by Aggregation-Based Checking.  ICDE'2006. pp.4~4    Cited By 30[Bibtex] [PDF]
[267]Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu. Searching Substructures with Superimposed Distance.  ICDE'2006. pp.88~88    Cited By 24[Bibtex]
[266]Hong Cheng, Philip S. Yu, Jiawei Han. AC-Close: Efficiently Mining Approximate Closed Itemsets by Core Pattern Recovery.  ICDM'2006. pp.839~844    Cited By 20[Bibtex] [PDF]
[265]Chao Liu, Zeng Lian, Jiawei Han. How Bayesians Debug.  ICDM'2006. pp.382~393    Cited By 8[Bibtex] [PDF]
[264]Xiaolei Li, Jiawei Han, Sangkyum Kim. Motion-Alert: Automatic Anomaly Detection in Massive Moving Objects.  ISI'2006. pp.166~177    Cited By 15[Bibtex] [PDF]
[263]Chao Liu, Chen Chen, Jiawei Han, Philip S. Yu. GPLAG: detection of software plagiarism by program dependence graph analysis.  KDD'2006. pp.872~881    Cited By 54[Bibtex] [PDF]
[262]Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, ChengXiang Zhai. Generating semantic annotations for frequent patterns with context analysis.  KDD'2006. pp.337~346    Cited By 22[Bibtex] [PDF]
[261]Dong Xin, Hong Cheng, Xifeng Yan, Jiawei Han. Extracting redundancy-aware top-k patterns.  KDD'2006. pp.444~453    Cited By 37[Bibtex] [PDF]
[260]Dong Xin, Xuehua Shen, Qiaozhu Mei, Jiawei Han. Discovering interesting patterns through user's interactive feedback.  KDD'2006. pp.773~778    Cited By 19[Bibtex]
[259]Wen Jin, Anthony K. H. Tung, Jiawei Han, Wei Wang. Ranking Outliers Using Symmetric Neighborhood Relationship.  PAKDD'2006. pp.577~593    Cited By 33[Bibtex] [PDF]
[258]Hongyan Liu, Jiawei Han, Dong Xin, Zheng Shao. Mining Interesting Patterns from Very High Dimensional Data: A Top-Down Row Enumeration Approach.  SDM'2006.     Cited By 5[Bibtex]
[257]Chao Liu, Xifeng Yan, Jiawei Han. Mining Control Flow Abnormality for Logic Error Isolation.  SDM'2006.     Cited By 18[Bibtex]
[256]Deng Cai, Xiaofei He, Jiawei Han. Tensor space model for document analysis.  SIGIR'2006. pp.625~626    Cited By 11[Bibtex]
[255]Kaushik Chakrabarti, Venkatesh Ganti, Jiawei Han, Dong Xin. Ranking objects based on relationships.  SIGMOD Conference'2006. pp.371~382    Cited By 27[Bibtex]
[254]Chao Liu, Jiawei Han. Failure proximity: a fault localization-based approach.  SIGSOFT FSE'2006. pp.46~56    Cited By 32[Bibtex]
[253]Hector Gonzalez, Jiawei Han, Xiaolei Li. FlowCube: Constructuing RFID FlowCubes for Multi-Dimensional Analysis of Commodity Flows.  VLDB'2006. pp.834~845   [Bibtex]
[252]Dong Xin, Chen Chen, Jiawei Han. Towards Robust Indexing for Ranked Queries.  VLDB'2006. pp.235~246    Cited By 14[Bibtex]
[251]Dong Xin, Jiawei Han, Hong Cheng, Xiaolei Li. Answering Top-k Queries with Multi-Dimensional Selections: The Ranking Cube Approach.  VLDB'2006. pp.463~475    Cited By 29[Bibtex]
[250]Xiaoxin Yin, Jiawei Han, Philip S. Yu. LinkClus: Efficient Clustering via Heterogeneous Semantic Links.  VLDB'2006. pp.427~438    Cited By 44[Bibtex]
[249]Hongyan Liu, Ying Lu, Jiawei Han, Jun He. Error-Adaptive and Time-Aware Maintenance of Frequency Counts over Data Streams.  WAIM'2006. pp.484~495    Cited By 7[Bibtex]
[248]Fei Pan, Kiran Kamath, Kangyu Zhang, Sudip Pulapura, Avinash Achar, Juan Nunez-Iglesias, Yu Huang, Xifeng Yan, Jiawei Han, Haiyan Hu, Min Xu, Jianjun Hu, Xianghong Jasmine Zhou. Integrative Array Analyzer: a software package for analysis of cross-platform and cross-species microarray data. Bioinformatics, 2006: 1665~1667    Cited By 8[Bibtex]
[247]Jian Pei, Jiawei Han, Laks V. S. Lakshmanan. An Erratum on 'Pushing Convertible Constraints in Frequent Itemset Mining. Data Min. Knowl. Discov., 2006: 119~119    Cited By 33[Bibtex]
[246]Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. A Framework for On-Demand Classification of Evolving Data Streams. IEEE Trans. Knowl. Data Eng., 2006: 577~589    Cited By 20[Bibtex]
[245]Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang. Regression Cubes with Lossless Compression and Aggregation. IEEE Trans. Knowl. Data Eng., 2006: 1585~1599    Cited By 18[Bibtex]
[244]Jianyong Wang, Jiawei Han, Jian Pei. Closed Constrained Gradient Mining in Retail Databases. IEEE Trans. Knowl. Data Eng., 2006: 764~769    Cited By 5[Bibtex]
[243]Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu. Efficient Classification across Multiple Database Relations: A CrossMine Approach. IEEE Trans. Knowl. Data Eng., 2006: 770~783    Cited By 18[Bibtex]
[242]Xifeng Yan, Feida Zhu, Philip S. Yu, Jiawei Han. Feature-based similarity search in graph structures. ACM Trans. Database Syst., 2006: 1418~1453    Cited By 12[Bibtex]
[241]Chao Liu, Long Fei, Xifeng Yan, Jiawei Han, Samuel P. Midkiff. Statistical Debugging: A Hypothesis Testing-Based Approach. IEEE Trans. Software Eng., 2006: 831~848    Cited By 45[Bibtex]
2005(30)
[240]Haixun Wang, Philip S. Yu, Jiawei Han. Mining Data Streams.  The Data Mining and Knowledge Discovery Handbook, 2005: 777~792   [Bibtex] [PDF]
[239]Peter Bajcsy, Jiawei Han, Lei Liu, Jiong Yang. Survey of Biodata Analysis from a Data Mining Perspective.  Data Mining in Bioinformatics, 2005: 9~39    Cited By 11[Bibtex] [PDF]
[238]Xiaolei Li, Jiawei Han, Xiaoxin Yin, Dong Xin. Mining Evolving Customer-Product Relationships in Multi-Dimensional Space.  ICDE'2005. pp.580~581   [Bibtex] [PDF]
[237]Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han. Mining Closed Relational Graphs with Connectivity Constraints.  ICDE'2005. pp.357~358    Cited By 49[Bibtex] [PDF]
[236]Haiyan Hu, Xifeng Yan, Yu Huang, Jiawei Han, Xianghong Jasmine Zhou. Mining coherent dense subgraphs across massive biological networks for functional discovery.  ISMB (Supplement of Bioinformatics)'2005. pp.213~221    Cited By 107[Bibtex]
[235]Shengnan Cong, Jiawei Han, David A. Padua. Parallel mining of closed sequential patterns.  KDD'2005. pp.562~567    Cited By 36[Bibtex] [PDF]
[234]Xifeng Yan, Hong Cheng, Jiawei Han, Dong Xin. Summarizing itemset patterns: a profile-based approach.  KDD'2005. pp.314~323    Cited By 89[Bibtex] [PDF]
[233]Xifeng Yan, Xianghong Jasmine Zhou, Jiawei Han. Mining closed relational graphs with connectivity constraints.  KDD'2005. pp.324~333    Cited By 49[Bibtex] [PDF]
[232]Xiaoxin Yin, Jiawei Han, Philip S. Yu. Cross-relational clustering with user's guidance.  KDD'2005. pp.344~353    Cited By 26[Bibtex]
[231]Xiaofei He, Deng Cai, Haifeng Liu, Jiawei Han. Image clustering with tensor representation.  ACM Multimedia'2005. pp.132~140    Cited By 16[Bibtex] [PDF]
[230]Deng Cai, Zheng Shao, Xiaofei He, Xifeng Yan, Jiawei Han. Community Mining from Multi-relational Networks.  PKDD'2005. pp.445~452    Cited By 37[Bibtex] [PDF]
[229]Wen Jin, Martin Ester, Jiawei Han. Efficient Processing of Ranked Queries with Sweeping Selection.  PKDD'2005. pp.527~535    Cited By 6[Bibtex] [PDF]
[228]Xiaoxin Yin, Jiawei Han. Efficient Classification from Multiple Heterogeneous Databases.  PKDD'2005. pp.404~416    Cited By 5[Bibtex] [PDF]
[227]Shengnan Cong, Jiawei Han, Jay Hoeflinger, David A. Padua. A sampling-based framework for parallel data mining.  PPOPP'2005. pp.255~265    Cited By 17[Bibtex]
[226]Hong Cheng, Xifeng Yan, Jiawei Han. SeqIndex: Indexing Sequences by Sequential Pattern Analysis.  SDM'2005.     Cited By 7[Bibtex]
[225]Chao Liu, Xifeng Yan, Hwanjo Yu, Jiawei Han, Philip S. Yu. Mining Behavior Graphs for 'Backtrace' of Noncrashing Bugs.  SDM'2005.    [Bibtex]
[224]Wei Wang, Chen Wang, Yongtai Zhu, Baile Shi, Jian Pei, Xifeng Yan, Jiawei Han. GraphMiner: a structural pattern-mining system for large disk-based graph databases and its applications.  SIGMOD Conference'2005. pp.879~881    Cited By 11[Bibtex]
[223]Xifeng Yan, Philip S. Yu, Jiawei Han. Substructure Similarity Search in Graph Databases.  SIGMOD Conference'2005. pp.766~777    Cited By 99[Bibtex]
[222]Chao Liu, Xifeng Yan, Long Fei, Jiawei Han, Samuel P. Midkiff. SOBER: statistical model-based bug localization.  ESEC/SIGSOFT FSE'2005. pp.286~295    Cited By 117[Bibtex]
[221]Xiaoxin Yin, Jiawei Han, Jiong Yang. Searching for Related Objects in Relational Databases.  SSDBM'2005. pp.227~236    Cited By 7[Bibtex]
[220]Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng. Mining Compressed Frequent-Pattern Sets.  VLDB'2005. pp.709~720    Cited By 105[Bibtex]
[219]Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. On High Dimensional Projected Clustering of Data Streams. Data Min. Knowl. Discov., 2005: 251~273    Cited By 15[Bibtex]
[218]Hwanjo Yu, Jiong Yang, Jiawei Han, Xiaolei Li. Making SVMs Scalable to Large Data Sets using Hierarchical Cluster Indexing. Data Min. Knowl. Discov., 2005: 295~321    Cited By 18[Bibtex]
[217]Jiawei Han, Yixin Chen, Guozhu Dong, Jian Pei, Benjamin W. Wah, Jianyong Wang, Y. Dora Cai. Stream Cube: An Architecture for Multi-Dimensional Analysis of Data Streams. Distributed and Parallel Databases, 2005: 173~197    Cited By 59[Bibtex]
[216]Petre Tzvetkov, Xifeng Yan, Jiawei Han. TSP: Mining top-k closed sequential patterns. Knowl. Inf. Syst., 2005: 438~457    Cited By 110[Bibtex] [PDF]
[215]Michael J. Carey, Jiawei Han. A tribute to Professor Hongjun Lu. SIGMOD Record, 2005: 5~5   [Bibtex]
[214]Deng Cai, Xiaofei He, Jiawei Han. Document Clustering Using Locality Preserving Indexing. IEEE Trans. Knowl. Data Eng., 2005: 1624~1637    Cited By 68[Bibtex]
[213]Jianyong Wang, Jiawei Han, Ying Lu, Petre Tzvetkov. TFP: An Efficient Algorithm for Mining Top-K Frequent Closed Itemsets. IEEE Trans. Knowl. Data Eng., 2005: 652~664    Cited By 58[Bibtex]
[212]Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han. Divide-and-Approximate: A Novel Constraint Push Strategy for Iceberg Cube Mining. IEEE Trans. Knowl. Data Eng., 2005: 354~368    Cited By 13[Bibtex]
[211]Xifeng Yan, Philip S. Yu, Jiawei Han. Graph indexing based on discriminative frequent structure analysis. ACM Trans. Database Syst., 2005: 960~993    Cited By 37[Bibtex]
2004(26)
[210]Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu. CrossMine: Efficient Classification Across Multiple Database Relations.  Constraint-Based Mining and Inductive Databases'2004. pp.172~195    Cited By 78[Bibtex] [PDF]
[209]Bin He, Kevin Chen-Chuan Chang, Jiawei Han. Mining complex matchings across Web query interfaces.  DMKD'2004. pp.3~10    Cited By 8[Bibtex] [PDF]
[208]Jianyong Wang, Jiawei Han. BIDE: Efficient Mining of Frequent Closed Sequences.  ICDE'2004. pp.79~90    Cited By 258[Bibtex] [PDF]
[207]Xiaoxin Yin, Jiawei Han, Jiong Yang, Philip S. Yu. CrossMine: Efficient Classification Across Multiple Database Relations.  ICDE'2004. pp.399~411    Cited By 78[Bibtex] [PDF]
[206]Hwanjo Yu, Duane Searsmith, Xiaolei Li, Jiawei Han. Scalable Construction of Topic Directory with Nonparametric Closed Termset Mining.  ICDM'2004. pp.563~566    Cited By 10[Bibtex] [PDF]
[205]Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. On demand classification of data streams.  KDD'2004. pp.503~508    Cited By 124[Bibtex]
[204]Hong Cheng, Xifeng Yan, Jiawei Han. IncSpan: incremental mining of sequential patterns in large database.  KDD'2004. pp.527~532    Cited By 90[Bibtex] [PDF]
[203]Bin He, Kevin Chen-Chuan Chang, Jiawei Han. Discovering complex matchings across web query interfaces: a correlation mining approach.  KDD'2004. pp.148~157    Cited By 132[Bibtex] [PDF]
[202]Yifan Li, Jiawei Han, Jiong Yang. Clustering moving objects.  KDD'2004. pp.617~622    Cited By 92[Bibtex] [PDF]
[201]Andrew Y. Wu, Michael Garland, Jiawei Han. Mining scale-free networks using geodesic clustering.  KDD'2004. pp.719~724    Cited By 47[Bibtex] [PDF]
[200]Won-Young Kim, Young-Koo Lee, Jiawei Han. CCMine: Efficient Mining of Confidence-Closed Correlated Patterns.  PAKDD'2004. pp.569~579    Cited By 19[Bibtex] [PDF]
[199]Wen Jin, Jiawei Han, Martin Ester. Mining Thick Skylines over Large Databases.  PKDD'2004. pp.255~266    Cited By 36[Bibtex] [PDF]
[198]Y. Dora Cai, David Clutter, Greg Pape, Jiawei Han, Michael Welge, Loretta Auvil. MAIDS: Mining Alarming Incidents from Data Streams.  SIGMOD Conference'2004. pp.919~920    Cited By 59[Bibtex]
[197]Xifeng Yan, Philip S. Yu, Jiawei Han. Graph Indexing: A Frequent Structure-based Approach.  SIGMOD Conference'2004. pp.335~346    Cited By 197[Bibtex] [PDF]
[196]Yifan Li, Jiong Yang, Jiawei Han. Continuous K-Nearest Neighbor Search for Moving Objects.  SSDBM'2004. pp.123~126    Cited By 17[Bibtex] [PDF]
[195]Zheng Shao, Jiawei Han, Dong Xin. MM-Cubing: Computing Iceberg Cubes by Factorizing the Lattice Space.  SSDBM'2004. pp.213~222    Cited By 26[Bibtex] [PDF]
[194]Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. A Framework for Projected Clustering of High Dimensional Data Streams.  VLDB'2004. pp.852~863    Cited By 178[Bibtex] [PDF]
[193]Xiaolei Li, Jiawei Han, Hector Gonzalez. High-Dimensional OLAP: A Minimal Cubing Approach.  VLDB'2004. pp.528~539    Cited By 64[Bibtex]
[192]Jian Pei, Jiawei Han, Laks V. S. Lakshmanan. Pushing Convertible Constraints in Frequent Itemset Mining. Data Min. Knowl. Discov., 2004: 227~252    Cited By 33[Bibtex]
[191]Jiawei Han, Jian Pei, Yiwen Yin, Runying Mao. Mining Frequent Patterns without Candidate Generation: A Frequent-Pattern Tree Approach. Data Min. Knowl. Discov., 2004: 53~87    Cited By 3565[Bibtex]
[190]Jiawei Han, Jian Pei, Xifeng Yan. From Sequential Pattern Mining to Structured Pattern Mining: A Pattern-Growth Approach. J. Comput. Sci. Technol., 2004: 257~279    Cited By 16[Bibtex]
[189]Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han. Mining Condensed Frequent-Pattern Bases. Knowl. Inf. Syst., 2004: 570~594    Cited By 29[Bibtex]
[188]K. P. Unnikrishnan, Ramasamy Uthurusamy, Jiawei Han. The third SIGKDD workshop on mining temporal and sequential data (KDD/TDM 2004). SIGKDD Explorations, 2004: 152~152    Cited By 1[Bibtex]
[187]Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang, Wei Zou. Mining Constrained Gradients in Large Databases. IEEE Trans. Knowl. Data Eng., 2004: 922~938    Cited By 15[Bibtex]
[186]Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Jianyong Wang, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu. Mining Sequential Patterns by Pattern-Growth: The PrefixSpan Approach. IEEE Trans. Knowl. Data Eng., 2004: 1424~1440   [Bibtex] [PDF]
[185]Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang. PEBL: Web Page Classification without Negative Examples. IEEE Trans. Knowl. Data Eng., 2004: 70~81    Cited By 95[Bibtex] [PDF]
2003(19)
[184]Hwanjo Yu, ChengXiang Zhai, Jiawei Han. Text classification from positive and unlabeled documents.  CIKM'2003. pp.232~239    Cited By 34[Bibtex] [PDF]
[183]Hwanjo Yu, Jiong Yang, Wei Wang, Jiawei Han. Discovering Compact and Highly Discriminative Features or Feature Combinations of Drug Activities Using Support Vector Machines.  CSB'2003. pp.220~228    Cited By 26[Bibtex] [PDF]
[182]Su-Jeong Ko, Jiawei Han. Mining Typical Preferences of Collaborative User Groups.  ER'2003. pp.419~432    Cited By 1[Bibtex]
[181]Ke Wang, Yuelong Jiang, Jeffrey Xu Yu, Guozhu Dong, Jiawei Han. Pushing Aggregate Constraints by Divide-and-Approximate.  ICDE'2003. pp.291~302    Cited By 10[Bibtex] [PDF]
[180]Young-Koo Lee, Won-Young Kim, Y. Dora Cai, Jiawei Han. CoMine: Efficient Mining of Correlated Patterns.  ICDM'2003. pp.581~584    Cited By 34[Bibtex] [PDF]
[179]Petre Tzvetkov, Xifeng Yan, Jiawei Han. TSP: Mining Top-K Closed Sequential Patterns.  ICDM'2003. pp.347~354    Cited By 110[Bibtex] [PDF]
[178]AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han. Object Matching for Information Integration: A Profiler-Based Approach.  IIWeb'2003. pp.53~58    Cited By 38[Bibtex] [PDF]
[177]Haixun Wang, Wei Fan, Philip S. Yu, Jiawei Han. Mining concept-drifting data streams using ensemble classifiers.  KDD'2003. pp.226~235    Cited By 419[Bibtex] [PDF]
[176]Jianyong Wang, Jiawei Han, Jian Pei. CLOSET+: searching for the best strategies for mining frequent closed itemsets.  KDD'2003. pp.236~245    Cited By 358[Bibtex] [PDF]
[175]Xifeng Yan, Jiawei Han. CloseGraph: mining closed frequent graph patterns.  KDD'2003. pp.286~295    Cited By 347[Bibtex] [PDF]
[174]Hwanjo Yu, Jiong Yang, Jiawei Han. Classifying large data sets using SVMs with hierarchical clusters.  KDD'2003. pp.306~315    Cited By 132[Bibtex] [PDF]
[173]Xifeng Yan, Jiawei Han, Ramin Afshar. CloSpan: Mining Closed Sequential Patterns in Large Databases.  SDM'2003.     Cited By 141[Bibtex]
[172]Xiaoxin Yin, Jiawei Han. CPAR: Classification based on Predictive Association Rules.  SDM'2003.    [Bibtex] [PDF]
[171]Charu C. Aggarwal, Jiawei Han, Jianyong Wang, Philip S. Yu. A Framework for Clustering Evolving Data Streams.  VLDB'2003. pp.81~92    Cited By 516[Bibtex] [PDF]
[170]Dong Xin, Jiawei Han, Xiaolei Li, Benjamin W. Wah. Star-Cubing: Computing Iceberg Cubes by Top-Down and Bottom-Up Integration.  VLDB'2003. pp.476~487    Cited By 104[Bibtex] [PDF]
[169]AnHai Doan, Ying Lu, Yoonkyong Lee, Jiawei Han. Profile-Based Object Matching for Information Integration. IEEE Intelligent Systems, 2003: 54~59    Cited By 27[Bibtex]
[168]Ying Lu, Jiawei Han. Cancer classification using gene expression data. Inf. Syst., 2003: 243~268    Cited By 99[Bibtex]
[167]Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng. Efficient Mining of Intertransaction Association Rules. IEEE Trans. Knowl. Data Eng., 2003: 43~56    Cited By 114[Bibtex]
[166]Ke Wang, Yu He, Jiawei Han. Pushing Support Constraints Into Association Rules Mining. IEEE Trans. Knowl. Data Eng., 2003: 642~658    Cited By 32[Bibtex]
2002(21)
[165]Jian Pei, Jiawei Han, Wei Wang. Mining sequential patterns with constraints in large databases.  CIKM'2002. pp.18~25    Cited By 162[Bibtex] [PDF]
[164]Yixin Chen, Guozhu Dong, Jiawei Han, Jian Pei, Benjamin W. Wah, Jianyong Wang. Online Analytical Processing Stream Data: Is It Feasible?.  DMKD'2002.     Cited By 15[Bibtex]
[163]Ke Wang, Senqiang Zhou, Jiawei Han. Profit Mining: From Patterns to Actions.  EDBT'2002. pp.70~87    Cited By 53[Bibtex] [PDF]
[162]Jiawei Han, Jianyong Wang, Ying Lu, Petre Tzvetkov. Mining Top-K Frequent Closed Patterns without Minimum Support.  ICDM'2002. pp.211~218    Cited By 126[Bibtex] [PDF]
[161]Jian Pei, Guozhu Dong, Wei Zou, Jiawei Han. On Computing Condensed Frequent Pattern Bases.  ICDM'2002. pp.378~385    Cited By 48[Bibtex] [PDF]
[160]Xifeng Yan, Jiawei Han. gSpan: Graph-Based Substructure Pattern Mining.  ICDM'2002. pp.721~724    Cited By 754[Bibtex] [PDF]
[159]Hwanjo Yu, Kevin Chen-Chuan Chang, Jiawei Han. Heterogeneous Learner for Web Page Classification.  ICDM'2002. pp.538~545    Cited By 17[Bibtex] [PDF]
[158]Junqiang Liu, Yunhe Pan, Ke Wang, Jiawei Han. Mining frequent item sets by opportunistic projection.  KDD'2002. pp.229~238    Cited By 147[Bibtex] [PDF]
[157]Hwanjo Yu, Jiawei Han, Kevin Chen-Chuan Chang. PEBL: positive example based learning for Web page classification using SVM.  KDD'2002. pp.239~248    Cited By 141[Bibtex] [PDF]
[156]Jiawei Han. How Can Data Mining Help Bio-Data Analysis?.  BIOKDD'2002. pp.1~2    Cited By 43[Bibtex]
[155]Ke Wang, Liu Tang, Jiawei Han, Junqiang Liu. Top Down FP-Growth for Association Rule Mining.  PAKDD'2002. pp.334~340    Cited By 64[Bibtex]
[154]Jiawei Han, Jianyong Wang, Guozhu Dong, Jian Pei, Ke Wang. CubeExplorer: online exploration of data cubes.  SIGMOD Conference'2002. pp.626~626    Cited By 3[Bibtex]
[153]Jiong Yang, Wei Wang, Philip S. Yu, Jiawei Han. Mining long sequential patterns in a noisy environment.  SIGMOD Conference'2002. pp.406~417    Cited By 122[Bibtex] [PDF]
[152]Yixin Chen, Guozhu Dong, Jiawei Han, Benjamin W. Wah, Jianyong Wang. Multi-Dimensional Regression Analysis of Time-Series Data Streams.  VLDB'2002. pp.323~334    Cited By 224[Bibtex]
[151]Laks V. S. Lakshmanan, Jian Pei, Jiawei Han. Quotient Cube: How to Summarize the Semantics of a Data Cube.  VLDB'2002. pp.778~789    Cited By 178[Bibtex]
[150]Jiawei Han, Russ B. Altman, Vipin Kumar, Heikki Mannila, Daryl Pregibon. Emerging scientific applications in data mining. Commun. ACM, 2002: 54~58    Cited By 55[Bibtex]
[149]Jiawei Han, Kevin Chen-Chuan Chang. Data Mining for Web Intelligence. IEEE Computer, 2002: 64~70    Cited By 75[Bibtex] [PDF]
[148]Jian Pei, Jiawei Han. Constrained frequent pattern mining: a pattern-growth view. SIGKDD Explorations, 2002: 31~39    Cited By 65[Bibtex]
[147]Marianne Winslett, Kevin Chen-Chuan Chang, AnHai Doan, Jiawei Han, ChengXiang Zhai, Yuanyuan Zhou. Database Research at the University of Illinois at Urbana-Champaign. SIGMOD Record, 2002: 97~102   [Bibtex]
[146]Raymond T. Ng, Jiawei Han. CLARANS: A Method for Clustering Objects for Spatial Data Mining. IEEE Trans. Knowl. Data Eng., 2002: 1003~1016    Cited By 265[Bibtex]
[145]Ling Feng, Jeffrey Xu Yu, Hongjun Lu, Jiawei Han. A template model for multidimensional inter-transactional association rules. VLDB J., 2002: 153~175    Cited By 20[Bibtex]
2001(15)
[144]Helen Pinto, Jiawei Han, Jian Pei, Ke Wang, Qiming Chen, Umeshwar Dayal. Multi-Dimensional Sequential Pattern Mining.  CIKM'2001. pp.81~88    Cited By 144[Bibtex] [PDF]
[143]Sonny Han Seng Chee, Jiawei Han, Ke Wang. RecTree: An Efficient Collaborative Filtering Method.  DaWaK'2001. pp.141~151    Cited By 47[Bibtex]
[142]Jian Pei, Anthony K. H. Tung, Jiawei Han. Fault-Tolerant Frequent Pattern Mining: Problems and Challenges.  DMKD'2001.     Cited By 59[Bibtex] [PDF]
[141]Jian Pei, Jiawei Han, Laks V. S. Lakshmanan. Mining Frequent Item Sets with Convertible Constraints.  ICDE'2001. pp.433~442   [Bibtex] [PDF]
[140]Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Helen Pinto, Qiming Chen, Umeshwar Dayal, Meichun Hsu. PrefixSpan: Mining Sequential Patterns by Prefix-Projected Growth.  ICDE'2001. pp.215~224    Cited By 295[Bibtex] [PDF]
[139]Anthony K. H. Tung, Jean Hou, Jiawei Han. Spatial Clustering in the Presence of Obstacles.  ICDE'2001. pp.359~367    Cited By 134[Bibtex] [PDF]
[138]Wenmin Li, Jiawei Han, Jian Pei. CMAR: Accurate and Efficient Classification Based on Multiple Class-Association Rules.  ICDM'2001. pp.369~376   [Bibtex] [PDF]
[137]Jian Pei, Jiawei Han, Hongjun Lu, Shojiro Nishio, Shiwei Tang, Dongqing Yang. H-Mine: Hyper-Structure Mining of Frequent Patterns in Large Databases.  ICDM'2001. pp.441~448    Cited By 223[Bibtex] [PDF]
[136]Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han. Constraint-based clustering in large databases.  ICDT'2001. pp.405~419   [Bibtex] [PDF]
[135]Wen Jin, Anthony K. H. Tung, Jiawei Han. Mining top-n local outliers in large databases.  KDD'2001. pp.293~298    Cited By 154[Bibtex] [PDF]
[134]Jiawei Han, Laks V. S. Lakshmanan, Jian Pei. Scalable frequent-pattern mining methods: an overview.  KDD Tutorials'2001.     Cited By 4[Bibtex]
[133]Jiawei Han, Jian Pei, Guozhu Dong, Ke Wang. Efficient Computation of Iceberg Cubes with Complex Measures.  SIGMOD Conference'2001. pp.1~12    Cited By 187[Bibtex]
[132]Jiawei Han, Hasan M. Jamil, Ying Lu, Liangyou Chen, Yaqin Liao, Jian Pei. DNA-Miner: A System Prototype for Mining DNA Sequences.  SIGMOD Conference'2001. pp.618~618    Cited By 15[Bibtex]
[131]Guozhu Dong, Jiawei Han, Joyce M. W. Lam, Jian Pei, Ke Wang. Mining Multi-Dimensional Constrained Gradients in Data Cubes.  VLDB'2001. pp.321~330    Cited By 50[Bibtex]
[130]Kenneth A. Ross, Jiawei Han, Nick Koudas, Rajeev Rastogi, Daniel J. Rosenkrantz, Peter Scheuermann, Dan Suciu. Reminiscences on Influential Papers. SIGMOD Record, 2001: 101~104   [Bibtex]
2000(18)
[129]Jiawei Han, Micheline Kamber. Data Mining: Concepts and Techniques. 2000.     Cited By 9913[Bibtex] [PDF]
[128]Jiawei Han, Micheline Kamber. Data Mining: Concepts and Techniques. 2000.     Cited By 9913[Bibtex] [PDF]
[127]Jiawei Han, Micheline Kamber. Data Mining: Concepts and Techniques. 2000.     Cited By 9913[Bibtex] [PDF]
[126]Edward Kim, Joyce M. W. Lam, Jiawei Han. AIM: Approximate Intelligent Matching for Time Series Data.  DaWaK'2000. pp.347~357    Cited By 5[Bibtex]
[125]Jian Pei, Jiawei Han, Runying Mao. CLOSET: An Efficient Algorithm for Mining Frequent Closed Itemsets.  ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery'2000. pp.21~30    Cited By 660[Bibtex]
[124]Osmar R. Zaiane, Jiawei Han, Hua Zhu. Mining Recurrent Items in Multimedia with Progressive Resolution Refinement.  ICDE'2000. pp.461~470    Cited By 79[Bibtex]
[123]Jiawei Han, Jian Pei, Behzad Mortazavi-Asl, Qiming Chen, Umeshwar Dayal, Meichun Hsu. FreeSpan: frequent pattern-projected sequential pattern mining.  KDD'2000. pp.355~359    Cited By 412[Bibtex] [PDF]
[122]Jian Pei, Jiawei Han. Can we push more constraints into frequent pattern mining?.  KDD'2000. pp.350~354    Cited By 170[Bibtex]
[121]Anthony K. H. Tung, Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han. Geo-Spatial Clustering with User-Specified Constraints.  MDM/KDD'2000. pp.1~7    Cited By 14[Bibtex]
[120]Jian Pei, Jiawei Han, Behzad Mortazavi-Asl, Hua Zhu. Mining Access Patterns Efficiently from Web Logs.  PAKDD'2000. pp.396~407    Cited By 386[Bibtex] [PDF]
[119]Anthony K. H. Tung, Jean Hou, Jiawei Han. COE: Clustering with Obstacles Entities. A Preliminary Study.  PAKDD'2000. pp.165~168    Cited By 13[Bibtex]
[118]Jiawei Han, Jian Pei, Yiwen Yin. Mining Frequent Patterns without Candidate Generation.  SIGMOD Conference'2000. pp.1~12   [Bibtex] [PDF]
[117]Ke Wang, Yu He, Jiawei Han. Mining Frequent Itemsets Using Support Constraints.  VLDB'2000. pp.43~52    Cited By 116[Bibtex]
[116]David Wai-Lok Cheung, H. Y. Hwang, Ada Wai-Chee Fu, Jiawei Han. Efficient Rule-Based Attribute-Oriented Induction for Data Mining. J. Intell. Inf. Syst., 2000: 175~200    Cited By 18[Bibtex] [PDF]
[115]Jiawei Han, Jian Pei. Mining Frequent Patterns by Pattern-Growth: Methodology and Implications. SIGKDD Explorations, 2000: 14~20    Cited By 138[Bibtex]
[114]Harvey J. Miller, Jiawei Han. Discovering Geographic Knowledge in Data Rich Environments: A Report on a Specialist Meeting. SIGKDD Explorations, 2000: 105~107    Cited By 7[Bibtex]
[113]Nebojsa Stefanovic, Jiawei Han, Krzysztof Koperski. Object-Based Selective Materialization for Efficient Implementation of Spatial Data Cubes. IEEE Trans. Knowl. Data Eng., 2000: 938~958    Cited By 118[Bibtex]
[112]Hongjun Lu, Ling Feng, Jiawei Han. Beyond intratransaction association analysis: mining multidimensional intertransaction association rules. ACM Trans. Inf. Syst., 2000: 423~454    Cited By 113[Bibtex]
1999(11)
[111]Ling Feng, Hongjun Lu, Jeffrey Xu Yu, Jiawei Han. Mining Inter-Transaction Associations with Templates.  CIKM'1999. pp.225~233    Cited By 18[Bibtex]
[110]Jiawei Han, Qiang Yang, Edward Kim. Plan Mining by Divide-and-Conquer.  1999 ACM SIGMOD Workshop on Research Issues in Data Mining and Knowledge Discovery'1999.     Cited By 7[Bibtex] [PDF]
[109]Jiawei Han, Guozhu Dong, Yiwen Yin. Efficient Mining of Partial Periodic Patterns in Time Series Database.  ICDE'1999. pp.106~115    Cited By 394[Bibtex] [PDF]
[108]Anthony K. H. Tung, Hongjun Lu, Jiawei Han, Ling Feng. Breaking the Barrier of Transactions: Mining Inter-Transaction Association Rules.  KDD'1999. pp.297~301    Cited By 72[Bibtex] [PDF]
[107]Laks V. S. Lakshmanan, Raymond T. Ng, Jiawei Han, Alex Pang. Optimization of Constrained Frequent Set Queries with 2-variable Constraints.  SIGMOD Conference'1999. pp.157~168    Cited By 183[Bibtex] [PDF]
[106]Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Teresa Mah. Exploratory Mining via Constrained Frequent Set Queries.  SIGMOD Conference'1999. pp.556~558    Cited By 36[Bibtex]
[105]Xiaofang Zhou, David Truffet, Jiawei Han. Efficient Polygon Amalgamation Methods for Spatial OLAP and Spatial Data Mining.  SSD'1999. pp.167~187    Cited By 43[Bibtex] [PDF]
[104]Jiawei Han, Laks V. S. Lakshmanan, Raymond T. Ng. Constraint-Based Multidimensional Data Mining. IEEE Computer, 1999: 46~50    Cited By 148[Bibtex]
[103]Jiawei Han. Review - An Array-Based Algorithm for Simultaneous Multidimensional Aggregates. ACM SIGMOD Digital Review, 1999.     Cited By 43[Bibtex]
[102]Jiawei Han, Yongjian Fu. Mining Multiple-Level Association Rules in Large Databases. IEEE Trans. Knowl. Data Eng., 1999: 798~804    Cited By 212[Bibtex] [PDF]
[101]Jiawei Han, Zhaohui Xie, Yongjian Fu. Join Index Hierarchy: An Indexing Structure for Efficient Navigation in Object-Oriented Databases. IEEE Trans. Knowl. Data Eng., 1999: 321~337    Cited By 15[Bibtex]
1998(12)
[100]Osmar R. Zaiane, Man Xin, Jiawei Han. Discovering Web Access Patterns and Trends by Applying OLAP and Data Mining Technology on Web Logs.  ADL'1998. pp.19~29    Cited By 447[Bibtex] [PDF]
[99]Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Jean Hou. Mining multimedia data.  CASCON'1998. pp.24~24    Cited By 68[Bibtex]
[98]Jiawei Han, Wan Gong, Yiwen Yin. Mining Segment-Wise Periodic Patterns in Time-Related Databases.  KDD'1998. pp.214~218    Cited By 140[Bibtex] [PDF]
[97]Jiawei Han, Nebojsa Stefanovic, Krzysztof Koperski. Selective Materialization: An Efficient Method for Spatial Data Cube Construction.  PAKDD'1998. pp.144~158    Cited By 142[Bibtex] [PDF]
[96]Raymond T. Ng, Laks V. S. Lakshmanan, Jiawei Han, Alex Pang. Exploratory Mining and Pruning Optimizations of Constrained Association Rules.  SIGMOD Conference'1998. pp.13~24   [Bibtex]
[95]Osmar R. Zaiane, Jiawei Han, Ze-Nian Li, Sonny Han Seng Chee, Jenny Chiang. MultiMediaMiner: A System Prototype for Multimedia Data Mining.  SIGMOD Conference'1998. pp.581~583    Cited By 118[Bibtex] [PDF]
[94]Osmar R. Zaiane, Jiawei Han. WebML: Querying the World-Wide Web for Resources and Knowledge.  Workshop on Web Information and Data Management'1998. pp.9~12    Cited By 2[Bibtex] [PDF]
[93]Raymond T. Ng, Jiawei Han, Laks V. S. Lakshmanan. Editorial. Data Min. Knowl. Discov., 1998: 231~232   [Bibtex] [PDF]
[92]Jiawei Han, Shojiro Nishio, Hiroyuki Kawano, Wei Wang. Generalization-Based Data Mining in Object-Oriented Databases Using an Object Cube Model. Data Knowl. Eng., 1998: 55~97    Cited By 65[Bibtex]
[91]Jiawei Han, Ling Liu, Tong Lu. Evaluation of Declarative n-Queens Recursion: A Deductive Database Approach. Inf. Sci., 1998: 69~100   [Bibtex] [PDF]
[90]Deyi Li, Jiawei Han, Xuemei Shi, Man-chung Chan. Knowledge representation and discovery based on linguistic atoms. Knowl.-Based Syst., 1998: 431~440    Cited By 38[Bibtex]
[89]Jiawei Han. Towards On-Line Analytical Mining in Large Databases. SIGMOD Record, 1998: 97~107    Cited By 143[Bibtex] [PDF]
1997(6)
[88]Jiawei Han, Jenny Chiang, Sonny Han Seng Chee, Jianping Chen, Qing Chen, Shan Cheng, Wan Gong, Micheline Kamber, Krzysztof Koperski, Gang Liu, Yijun Lu, Nebojsa Stefanovic, Lara Winstone, Betty Xia, Osmar R. Zaiane, Shuhua Zhang, Hua Zhu. DBMiner: a system for data mining in relational databases and data warehouses.  CASCON'1997. pp.8~8    Cited By 61[Bibtex] [PDF]
[87]Jiawei Han. OLAP Mining: Integration of OLAP with Data Mining.  DS-7'1997. pp.3~20    Cited By 43[Bibtex]
[86]Jiawei Han. Data Mining: Where is it Heading? (Panel).  ICDE'1997. pp.508~508    Cited By 43[Bibtex] [PDF]
[85]Micheline Kamber, Jiawei Han, Jenny Chiang. Metarule-Guided Mining of Multi-Dimensional Association Rules Using Data Cubes.  KDD'1997. pp.207~210    Cited By 218[Bibtex] [PDF]
[84]Micheline Kamber, Lara Winstone, Wang Gon, Jiawei Han. Generalization and Decision Tree Induction: Efficient Classification in Data Mining.  RIDE'1997. pp.0~0   [Bibtex] [PDF]
[83]Jiawei Han, Krzysztof Koperski, Nebojsa Stefanovic. GeoMiner: A System Prototype for Spatial Data Mining.  SIGMOD Conference'1997. pp.553~556    Cited By 184[Bibtex] [PDF]
1996(10)
[82]Jiawei Han, Yongjian Fu. Attribute-Oriented Induction in data Mining.  Advances in Knowledge Discovery and Data Mining, 1996: 399~421   [Bibtex]
[81]Krzysztof Koperski, Junas Adhikary, Jiawei Han. Spatial Data Mining: Progress and Challenges.  DMKD'1996. pp.0~0   [Bibtex] [PDF]
[80]David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, C. Y. Wong. Maintenance of Discovered Association Rules in Large Databases: An Incremental Updating Technique.  ICDE'1996. pp.106~114    Cited By 640[Bibtex] [PDF]
[79]Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Wan Gong, Krzysztof Koperski, Deyi Li, Yijun Lu, Amynmohamed Rajan, Nebojsa Stefanovic, Betty Xia, Osmar R. Zaiane. DBMiner: A System for Mining Knowledge in Large Relational Databases.  KDD'1996. pp.250~255   [Bibtex] [PDF]
[78]David Wai-Lok Cheung, Jiawei Han, Vincent T. Y. Ng, Ada Wai-Chee Fu, Yongjian Fu. A Fast Distributed Algorithm for Mining Association Rules.  PDIS'1996. pp.31~42    Cited By 275[Bibtex] [PDF]
[77]Jiawei Han. Data Mining Techniques.  SIGMOD Conference'1996. pp.545~545    Cited By 83[Bibtex]
[76]Jiawei Han, Yongjian Fu, Wei Wang, Jenny Chiang, Osmar R. Zaiane, Krzysztof Koperski. DBMiner: Interactive Mining of Multiple-Level Knowledge in Relational Databases.  SIGMOD Conference'1996. pp.550~550    Cited By 13[Bibtex] [PDF]
[75]Ming-Syan Chen, Jiawei Han, Philip S. Yu. Data Mining: An Overview from a Database Perspective. IEEE Trans. Knowl. Data Eng., 1996: 866~883    Cited By 1551[Bibtex] [PDF]
[74]Jiawei Han, Yue Huang, Nick Cercone, Yongjian Fu. Intelligent Query Answering by Knowledge Discovery Techniques. IEEE Trans. Knowl. Data Eng., 1996: 373~390   [Bibtex] [PDF]
[73]Beng Chin Ooi, Jiawei Han, Hongjun Lu, Kian-Lee Tan. Index Nesting - An Efficient Approach to Indexing in Object-Oriented Databases. VLDB J., 1996: 215~228    Cited By 19[Bibtex]
1995(12)
[72]Jiawei Han. Mining Knowledge at Multiple Concept Levels.  CIKM'1995. pp.19~24    Cited By 43[Bibtex] [PDF]
[71]Zhaohui Xie, Jiawei Han. Normalization and Compilation of Deductive and Object-Oriented Databases Programs for Efficient Query Evaluation.  DOOD'1995. pp.485~502   [Bibtex]
[70]David Wai-Lok Cheung, Jiawei Han. Maintenance of Discovered Knowledge: A Strategy for Updating Association Rules (Abstract).  KDOOD/TDOOD'1995. pp.58~60   [Bibtex]
[69]Yongjian Fu, Jiawei Han. Meta-Rule-Guided Mining of Association Rules in Relational Databases.  KDOOD/TDOOD'1995. pp.39~46    Cited By 100[Bibtex] [PDF]
[68]Jiawei Han, Yongjian Fu, Simon Tang. Advances of the DBLearn System for Knowledge Discovery in Large Databases.  IJCAI'1995. pp.2049~2050   [Bibtex] [PDF]
[67]Osmar R. Zaiane, Jiawei Han. Resource and Knowledge Discovery in Global Information Systems: A Preliminary Design and Experiment.  KDD'1995. pp.331~336    Cited By 31[Bibtex] [PDF]
[66]Krzysztof Koperski, Jiawei Han. Discovery of Spatial Association Rules in Geographic Information Databases.  SSD'1995. pp.47~66    Cited By 509[Bibtex] [PDF]
[65]Jiawei Han, Yongjian Fu. Discovery of Multiple-Level Association Rules from Large Databases.  VLDB'1995. pp.420~431    Cited By 1006[Bibtex] [PDF]
[64]Wei Lu, Jiawei Han. Information-Associated Join Indices for Spatial Range Search. International Journal of Geographical Information Systems, 1995: 221~249    Cited By 7[Bibtex]
[63]Yan-Nong Huang, Veronica Dahl, Jiawei Han. Fact Updates in Logic Databases. International Journal of Software Engineering and Knowledge Engineering, 1995: 467~491    Cited By 2[Bibtex]
[62]Jiawei Han, Laks V. S. Lakshmanan. Evaluation of Regular Nonlinear Recursions by Deductive Database Techniques. Inf. Syst., 1995: 419~441   [Bibtex]
[61]Jiawei Han. Chain-Split Evaluation in Deductive Databases. IEEE Trans. Knowl. Data Eng., 1995: 261~273    Cited By 43[Bibtex] [PDF]
1994(14)
[60]Jiawei Han, Ling Liu, Zhaohui Xie. LogicBase: A Deductive Database System Prototype.  CIKM'1994. pp.226~233    Cited By 21[Bibtex]
[59]Jiawei Han, Yongjian Fu, Raymond T. Ng. Cooperative Query Answering Using Multiple Layered Databases.  CoopIS'1994. pp.47~58   [Bibtex] [PDF]
[58]Hiroyuki Kawano, Shojiro Nishio, Jiawei Han, Toshiharu Hasegawa. How Does Knowledge Discovery Cooperate with Active Database Techniques in Controlling Dynamic Environment?.  DEXA'1994. pp.370~379    Cited By 10[Bibtex]
[57]David Wai-Lok Cheung, Ada Wai-Chee Fu, Jiawei Han. A Case-Based Reasoning Approach for Associative Query Answering.  ISMIS'1994. pp.164~173    Cited By 2[Bibtex]
[56]Yan-Nong Huang, Veronica Dahl, Jiawei Han. Incremental Processing of Logic Database Relations.  ISMIS'1994. pp.561~570    Cited By 1[Bibtex]
[55]Jiawei Han, Yongjian Fu. Dynamic Generation and Refinement of Concept Hierarchies for Knowledge Discovery in Databases.  KDD Workshop'1994. pp.157~168    Cited By 184[Bibtex] [PDF]
[54]Jiawei Han, Yongjian Fu, Yue Huang, Yandong Cai, Nick Cercone. DBLearn: A System Prototype for Knowledge Discovery in Relational Databases.  SIGMOD Conference'1994. pp.516~516    Cited By 26[Bibtex]
[53]Raymond T. Ng, Jiawei Han. Efficient and Effective Clustering Methods for Spatial Data Mining.  VLDB'1994. pp.144~155    Cited By 1534[Bibtex] [PDF]
[52]Zhaohui Xie, Jiawei Han. Join Index Hierarchies for Supporting Efficient Navigations in Object-Oriented Databases.  VLDB'1994. pp.522~533    Cited By 66[Bibtex]
[51]Jim Gemmell, Jiawei Han, Richard J. Beaton, Stavros Christodoulakis. Delay-Sensitive Multimedia on Disks. IEEE MultiMedia, 1994: 56~67    Cited By 41[Bibtex]
[50]Jim Gemmell, Jiawei Han. Multichannel Delay Sensitive Data Retrieval. Multimedia Syst., 1994: 240~252   [Bibtex]
[49]Jiawei Han. Towards Efficient Induction Mechanisms in Database Systems. Theor. Comput. Sci., 1994: 361~385    Cited By 43[Bibtex]
[48]Jiawei Han. Constraint-Based Query Evaluation in Deductive Databases. IEEE Trans. Knowl. Data Eng., 1994: 96~107    Cited By 43[Bibtex] [PDF]
[47]Wenyu Lu, Dik Lun Lee, Jiawei Han. A Study on the Structure of Linear Recursion. IEEE Trans. Knowl. Data Eng., 1994: 723~737    Cited By 4[Bibtex]
1993(9)
[46]Jiawei Han, Ling Liu, Zhaohui Xie. LogicBase: A System Prototype for Deductive Query Evaluation.  Workshop on Programming with Logic Databases (Informal Proceedings), ILPS'1993. pp.146~160    Cited By 3[Bibtex]
[45]Jiawei Han, Ling Liu, Zhaohui Xie. Outline of the LogicBase Demonstration.  Workshop on Programming with Logic Databases (Informal Proceedings), ILPS'1993. pp.165~165   [Bibtex]
[44]Jiawei Han, Kangsheng Zeng, Tong Lu. Normalization of Linear Recursions in Deductive Databases.  ICDE'1993. pp.559~567    Cited By 7[Bibtex] [PDF]
[43]Laks V. S. Lakshmanan, Karima Ashraf, Jiawei Han. Homomorphic Tree Embeddings and Their Applications to Recursive Program Optimization.  LICS'1993. pp.344~353    Cited By 3[Bibtex] [PDF]
[42]Nick Cercone, Paul McFetridge, Jiawei Han, Fred Popowich. Human-Computer Interfaces: DBLEARN and System X.  RSKD'1993. pp.32~43    Cited By 1[Bibtex]
[41]Xiaohua Hu, Nick Cercone, Jiawei Han. An Attribute-Oriented Rough Set Approach for Knowledge Discovery in Databases.  RSKD'1993. pp.90~99    Cited By 28[Bibtex]
[40]Jiawei Han, Laks V. S. Lakshmanan. Evaluation of Regular Nonlinear Recursive Programs.  ILPS'1993. pp.648~648   [Bibtex]
[39]Jiawei Han. Compilation and evaluation of linear mutual recursions. Inf. Sci., 1993: 157~183    Cited By 43[Bibtex]
[38]Jiawei Han, Yandong Cai, Nick Cercone. Data-Driven Discovery of Quantitative Rules in Relational Databases. IEEE Trans. Knowl. Data Eng., 1993: 29~40    Cited By 445[Bibtex]
1992(11)
[37]Jiawei Han. Efficient Deduction and Induction: Key to the Success of Data-Intensive Knowledge-Base Systems.  Formal Methods in Databases and Software Engineering'1992. pp.139~157    Cited By 43[Bibtex]
[36]Ling Liu, Jiawei Han. Compressed Counting Method.  Workshop on Deductive Databases, JICSLP'1992. pp.76~85    Cited By 1[Bibtex]
[35]Jiawei Han, Tong Lu. N-Queens Problem Revisited: A Deductive Database Approach.  Workshop on Deductive Databases, JICSLP'1992. pp.48~55   [Bibtex]
[34]Jiawei Han. Compilation-Based List Processing in Deductive Databases.  EDBT'1992. pp.104~119    Cited By 43[Bibtex]
[33]Jiawei Han. Chain-Split Evaluation in Deductive Databases.  ICDE'1992. pp.376~384    Cited By 43[Bibtex] [PDF]
[32]Wei Lu, Jiawei Han. Distance-Associated Join Indices for Spatial Range Search.  ICDE'1992. pp.284~292    Cited By 57[Bibtex] [PDF]
[31]Jiawei Han. Chain-Based Evaluation - A Bridge Linking Recursive and Nonrecursive Query Evaluation.  RIDE-TQP'1992. pp.132~139    Cited By 43[Bibtex]
[30]Jiawei Han, Yandong Cai, Nick Cercone. Knowledge Discovery in Databases: An Attribute-Oriented Approach.  VLDB'1992. pp.547~559    Cited By 423[Bibtex] [PDF]
[29]Jiawei Han. Binding Propagation Beyond the Reach of Rule/Goal Graphs. Inf. Process. Lett., 1992: 263~268    Cited By 43[Bibtex]
[28]Jiawei Han, Kangsheng Zeng. Automatic generation of compiled forms for linear recursions. Inf. Syst., 1992: 299~322    Cited By 15[Bibtex]
[27]Cheong Youn, Hyoung-Joo Kim, Lawrence J. Henschen, Jiawei Han. Classification and Compilation of Linear Recursive Queries in Deductive Databases. IEEE Trans. Knowl. Data Eng., 1992: 52~67    Cited By 7[Bibtex]
1991(8)
[26]Yandong Cai, Nick Cercone, Jiawei Han. Attribute-Oriented Induction in Relational Databases.  Knowledge Discovery in Databases, 1991: 213~228   [Bibtex]
[25]Chee Chin Low, Hongjun Lu, Beng Chin Ooi, Jiawei Han. Efficient Access Methods in Deductive and Object-Oriented Databases.  DOOD'1991. pp.68~84    Cited By 15[Bibtex]
[24]Yandong Cai, Nick Cercone, Jiawei Han. Learning in relational databases: an attribute-oriented approach. Computational Intelligence, 1991: 119~132    Cited By 29[Bibtex]
[23]Jiawei Han. On the Power of Query-Independent Compilation.  ICCI'1991. pp.185~196    Cited By 43[Bibtex] [PDF]
[22]Jiawei Han. Constraint-Based Reasoning in Deductive Databases.  ICDE'1991. pp.257~265    Cited By 43[Bibtex] [PDF]
[21]Jiawei Han, Qiang Wang. Efficient Evaluation of Linear Recursions with Function Sysmbols in Deductive Databases.  ISMIS'1991. pp.132~141   [Bibtex]
[20]Jiawei Han, Qiang Wang. Evaluation of functional linear recursions: a compilation approach. Inf. Syst., 1991: 463~469   [Bibtex]
[19]Jiawei Han, Ling Liu. Efficient Evaluation of Multiple Linear Recursions. IEEE Trans. Software Eng., 1991: 1241~1252    Cited By 9[Bibtex]
1990(3)
[18]Yandong Cai, Nick Cercone, Jiawei Han. An Attribute-Oriented Approach for Learning Classification Rules from Relational Databases.  ICDE'1990. pp.281~288    Cited By 50[Bibtex] [PDF]
[17]W. S. Luk, Weining Zhang, Jiawei Han. Path: An Approach to Incorporate List Processing in A Relational Database.  SEKE'1990. pp.189~194    Cited By 3[Bibtex]
[16]Jiawei Han. From transitive closure recursions to single-chain recursions. Inf. Syst., 1990: 479~488    Cited By 43[Bibtex]
1989(7)
[15]Jiawei Han, Wenyu Lu. Asynchronous Chain Recursions.  DASFAA'1989. pp.285~292    Cited By 23[Bibtex]
[14]Jiawei Han, Lawrence J. Henschen. The Level-Cycle Merging Method.  DOOD'1989. pp.65~81    Cited By 19[Bibtex]
[13]Jiawei Han. Compiling general linear recursions by variable connection graph analysis. Computational Intelligence, 1989: 12~31    Cited By 43[Bibtex]
[12]Jiawei Han, Lawrence J. Henschen, Ning Zhuang. Derivation of Magic Sets by Compilation.  SEKE'1989. pp.164~171   [Bibtex]
[11]Jiawei Han, Ling Liu. Processing Multiple Linear Recursions.  NACLP'1989. pp.816~830    Cited By 9[Bibtex]
[10]Jiawei Han. Multi-way counting method. Inf. Syst., 1989: 219~229    Cited By 43[Bibtex]
[9]Jiawei Han, Wenyu Lu. Asynchronous Chain Recursions. IEEE Trans. Knowl. Data Eng., 1989: 185~195    Cited By 23[Bibtex]
1988(6)
[8]Jiawei Han, Ghassan Z. Qadah, Chinying Chaou. The Processing and Evaluation of Transitive Closure Queries.  EDBT'1988. pp.49~75    Cited By 20[Bibtex]
[7]Sanggoo Lee, Jiawei Han. Semantic Query Optimization in Recursive Databases.  ICDE'1988. pp.444~451    Cited By 28[Bibtex] [PDF]
[6]Jiawei Han, Wo-Shun Luk. What Kinds of Recursion Can Be Processed by Transitive Closure Strategies?.  ISMIS'1988. pp.170~179   [Bibtex]
[5]Jiawei Han. Selection of Processing Strategies for Different Recursive Queries.  JCDKB'1988. pp.59~68    Cited By 43[Bibtex]
[4]Cheong Youn, Lawrence J. Henschen, Jiawei Han. One-Directional Recursive Formulas.  JCDKB'1988. pp.69~78    Cited By 1[Bibtex]
[3]Cheong Youn, Lawrence J. Henschen, Jiawei Han. Classification of Recursive Formulas in Deductive Databases.  SIGMOD Conference'1988. pp.320~328    Cited By 23[Bibtex]
1987(1)
[2]Jiawei Han, Lawrence J. Henschen. Handling Redundancy in the Processing of Recursive Database Queries.  SIGMOD Conference'1987. pp.73~81    Cited By 32[Bibtex]
1986(1)
[1]Jiawei Han, Hongjun Lu. Some Performance Results on Recursive Query Processing in Relational Database Systems.  ICDE'1986. pp.533~541    Cited By 37[Bibtex] [PDF]