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Jiawei Han
Author information
- University of Illinois at Urbana-Champaign
2010 – today
- 2013
[j150]Xin Sun, Yanheng Liu, Da Wei, Mantao Xu, Hui-Ling Chen, Jiawei Han: Selection of interdependent genes via dynamic relevance analysis for cancer diagnosis. Journal of Biomedical Informatics 46(2): 252-258 (2013)- [j149]Lu An Tang, Xiao Yu, Sangkyum Kim, Quanquan Gu, Jiawei Han, Alice Leung, Thomas F. La Porta: Trustworthiness analysis of sensor data in cyber-physical systems. J. Comput. Syst. Sci. 79(3): 383-401 (2013)
- [j148]Xin Sun, Yanheng Liu, Mantao Xu, Hui-Ling Chen, Jiawei Han, Kunhao Wang: Feature selection using dynamic weights for classification. Knowl.-Based Syst. 37: 541-549 (2013)
- [j147]Duo Zhang, ChengXiang Zhai, Jiawei Han: MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications. Statistical Analysis and Data Mining 6(3): 243-259 (2013)
- [j146]Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han: A Graph-Based Consensus Maximization Approach for Combining Multiple Supervised and Unsupervised Models. IEEE Trans. Knowl. Data Eng. 25(1): 15-28 (2013)
- [j145]Xin Jin, Jiebo Luo, Jie Yu, Gang Wang, Dhiraj Joshi, Jiawei Han: Reinforced Similarity Integration in Image-Rich Information Networks. IEEE Trans. Knowl. Data Eng. 25(2): 448-460 (2013)
- [j144]Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza: Classification and Adaptive Novel Class Detection of Feature-Evolving Data Streams. IEEE Trans. Knowl. Data Eng. 25(7): 1484-1497 (2013)
- [j143]Wei Gao, Guohong Cao, Tom La Porta, Jiawei Han: On Exploiting Transient Social Contact Patterns for Data Forwarding in Delay-Tolerant Networks. IEEE Trans. Mob. Comput. 12(1): 151-165 (2013)
- [p14]Hong Cheng, Jiawei Han, Xifeng Yan, Philip S. Yu: Efficient Direct Mining of Selective Discriminative Patterns for Classification. Contrast Data Mining 2013: 39-58
- [c418]Xiong Liu, Kaizhi Tang, Jeffrey Hancock, Jiawei Han, Mitchell Song, Roger Xu, Bob Pokorny: A Text Cube Approach to Human, Social and Cultural Behavior in the Twitter Stream. SBP 2013: 321-330
- [c417]Tim Weninger, Jiawei Han: Exploring structure and content on the web: extraction and integration of the semi-structured web. WSDM 2013: 779-780
- [c416]Guo-Jun Qi, Charu C. Aggarwal, Jiawei Han, Thomas S. Huang: Mining collective intelligence in diverse groups. WWW 2013: 1041-1052
- 2012
- [b3]Yizhou Sun, Jiawei Han: Mining Heterogeneous Information Networks: Principles and Methodologies. Synthesis Lectures on Data Mining and Knowledge Discovery, Morgan & Claypool Publishers 2012
- [j142]Zhenhui Li, Jiawei Han, Bolin Ding, Roland Kays: Mining periodic behaviors of object movements for animal and biological sustainability studies. Data Min. Knowl. Discov. 24(2): 355-386 (2012)
- [j141]Lu Liu, Jie Tang, Jiawei Han, Shiqiang Yang: Learning influence from heterogeneous social networks. Data Min. Knowl. Discov. 25(3): 511-544 (2012)
- [j140]Lu An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Alice Leung, Thomas F. La Porta: Multidimensional Sensor Data Analysis in Cyber-Physical System: An Atypical Cube Approach. IJDSN 2012 (2012)
- [j139]Liangliang Cao, Xin Jin, Zhijun Yin, Andrey Del Pozo, Jiebo Luo, Jiawei Han, Thomas S. Huang: RankCompete: Simultaneous ranking and clustering of information networks. Neurocomputing 95: 98-104 (2012)
- [j138]Quanquan Gu, Marina Danilevsky, Zhenhui Li, Jiawei Han: Locality Preserving Feature Learning. Journal of Machine Learning Research - Proceedings Track 22: 477-485 (2012)
- [j137]Ming Ji, Jiawei Han: A Variance Minimization Criterion to Active Learning on Graphs. Journal of Machine Learning Research - Proceedings Track 22: 556-564 (2012)
- [j136]Lu Liu, Feida Zhu, Meng Jiang, Jiawei Han, Lifeng Sun, Shiqiang Yang: Mining diversity on social media networks. Multimedia Tools Appl. 56(1): 179-205 (2012)
- [j135]Heng Ji, Hongbo Deng, Jiawei Han: Uncertainty Reduction for Knowledge Discovery and Information Extraction on the World Wide Web. Proceedings of the IEEE 100(9): 2658-2674 (2012)
- [j134]Yizhou Sun, Charu C. Aggarwal, Jiawei Han: Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes. PVLDB 5(5): 394-405 (2012)
- [j133]Bo Zhao, Benjamin I. P. Rubinstein, Jim Gemmell, Jiawei Han: A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration. PVLDB 5(6): 550-561 (2012)
- [j132]Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu: Mining Knowledge from Interconnected Data: A Heterogeneous Information Network Analysis Approach. PVLDB 5(12): 2022-2023 (2012)
- [j131]Yizhou Sun, Jiawei Han: Mining heterogeneous information networks: a structural analysis approach. SIGKDD Explorations 14(2): 20-28 (2012)
- [j130]Zhijun Yin, Liangliang Cao, Quanquan Gu, Jiawei Han: Latent Community Topic Analysis: Integration of Community Discovery with Topic Modeling. ACM TIST 3(4): 63 (2012)
- [j129]Lijun Zhang, Chun Chen, Jiajun Bu, Zhengguang Chen, Deng Cai, Jiawei Han: Locally Discriminative Coclustering. IEEE Trans. Knowl. Data Eng. 24(6): 1025-1035 (2012)
- [p13]Yizhou Sun, Hongbo Deng, Jiawei Han: Probabilistic Models for Text Mining. Mining Text Data 2012: 259-295
- [c415]Tim Weninger, Yonatan Bisk, Jiawei Han: Document-topic hierarchies from document graphs. CIKM 2012: 635-644
- [c414]Xiao Yu, Yizhou Sun, Brandon Norick, Tiancheng Mao, Jiawei Han: User guided entity similarity search using meta-path selection in heterogeneous information networks. CIKM 2012: 2025-2029
- [c413]Taylor Cassidy, Heng Ji, Hongbo Deng, Jing Zheng, Jiawei Han: Analysis and Refinement of Cross-Lingual Entity Linking. CLEF 2012: 1-12
- [c412]Hongzhao Huang, Arkaitz Zubiaga, Heng Ji, Hongbo Deng, Dong Wang, Hieu Khac Le, Tarek F. Abdelzaher, Jiawei Han, Alice Leung, John Hancock, Clare R. Voss: Tweet Ranking Based on Heterogeneous Networks. COLING 2012: 1239-1256
- [c411]Tim Weninger, ChengXiang Zhai, Jiawei Han: Building enriched web page representations using link paths. HT 2012: 53-62
- [c410]Lu An Tang, Yu Zheng, Jing Yuan, Jiawei Han, Alice Leung, Chih-Chieh Hung, Wen-Chih Peng: On Discovery of Traveling Companions from Streaming Trajectories. ICDE 2012: 186-197
- [c409]Lu An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Wen-Chih Peng, Yizhou Sun, Hector Gonzalez, Sebastian Seith: Multidimensional Analysis of Atypical Events in Cyber-Physical Data. ICDE 2012: 1025-1036
- [c408]Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu: Mining Knowledge from Data: An Information Network Analysis Approach. ICDE 2012: 1214-1217
- [c407]Tahseen Al-Khateeb, Mohammad M. Masud, Latifur Khan, Charu C. Aggarwal, Jiawei Han, Bhavani M. Thuraisingham: Stream Classification with Recurring and Novel Class Detection Using Class-Based Ensemble. ICDM 2012: 31-40
- [c406]Hyungsul Kim, Yizhou Sun, Julia Hockenmaier, Jiawei Han: ETM: Entity Topic Models for Mining Documents Associated with Entities. ICDM 2012: 349-358
- [c405]Yang Yang, Nitesh V. Chawla, Yizhou Sun, Jiawei Han: Predicting Links in Multi-relational and Heterogeneous Networks. ICDM 2012: 755-764
- [c404]Quanquan Gu, Jiawei Han: Towards Active Learning on Graphs: An Error Bound Minimization Approach. ICDM 2012: 882-887
- [c403]Ming Ji, Tianbao Yang, Binbin Lin, Rong Jin, Jiawei Han: A Simple Algorithm for Semi-supervised Learning with Improved Generalization Error Bound. ICML 2012
- [c402]Hongbo Deng, Jiawei Han, Michael R. Lyu, Irwin King: Modeling and exploiting heterogeneous bibliographic networks for expertise ranking. JCDL 2012: 71-80
- [c401]Zhenhui Li, Jingjing Wang, Jiawei Han: Mining event periodicity from incomplete observations. KDD 2012: 444-452
- [c400]
- [c399]Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han: Integrating community matching and outlier detection for mining evolutionary community outliers. KDD 2012: 859-867
- [c398]Xingjie Liu, Qi He, Yuanyuan Tian, Wang-Chien Lee, John McPherson, Jiawei Han: Event-based social networks: linking the online and offline social worlds. KDD 2012: 1032-1040
- [c397]Yizhou Sun, Brandon Norick, Jiawei Han, Xifeng Yan, Philip S. Yu, Xiao Yu: Integrating meta-path selection with user-guided object clustering in heterogeneous information networks. KDD 2012: 1348-1356
- [c396]Xiao Yu, Yizhou Sun, Peixiang Zhao, Jiawei Han: Query-driven discovery of semantically similar substructures in heterogeneous networks. KDD 2012: 1500-1503
- [c395]Quanquan Gu, Tong Zhang, Chris H. Q. Ding, Jiawei Han: Selective Labeling via Error Bound Minimization. NIPS 2012: 332-340
- [c394]Manish Gupta, Jing Gao, Yizhou Sun, Jiawei Han: Community Trend Outlier Detection Using Soft Temporal Pattern Mining. ECML/PKDD (2) 2012: 692-708
- [c393]Lu Su, Shaohan Hu, Shen Li, Feng Liang, Jing Gao, Tarek F. Abdelzaher, Jiawei Han: Quality of Information Based Data Selection and Transmission in Wireless Sensor Networks. RTSS 2012: 327-338
- [c392]
- [c391]
- [c390]Lu An Tang, Quanquan Gu, Xiao Yu, Jiawei Han, Thomas F. La Porta, Alice Leung, Tarek F. Abdelzaher, Lance M. Kaplan: IntruMine: Mining Intruders in Untrustworthy Data of Cyber-physical Systems. SDM 2012: 600-611
- [c389]Xiao Yu, Quanquan Gu, Mianwei Zhou, Jiawei Han: Citation Prediction in Heterogeneous Bibliographic Networks. SDM 2012: 1119-1130
- [c388]Bolin Ding, Haixun Wang, Ruoming Jin, Jiawei Han, Zhongyuan Wang: Optimizing index for taxonomy keyword search. SIGMOD Conference 2012: 493-504
- [c387]Jiawei Han: Construction of Web-Based, Service-Oriented Information Networks: A Data Mining Perspective - (Abstract). WAIM 2012: 17-19
- [c386]Yizhou Sun, Jiawei Han, Charu C. Aggarwal, Nitesh V. Chawla: When will it happen?: relationship prediction in heterogeneous information networks. WSDM 2012: 663-672
- [c385]Liangliang Cao, John R. Smith, Zhen Wen, Zhijun Yin, Xin Jin, Jiawei Han: BlueFinder: estimate where a beach photo was taken. WWW (Companion Volume) 2012: 469-470
- [i5]Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han: Mining Flipping Correlations from Large Datasets with Taxonomies. CoRR abs/1201.0233 (2012)
- [i4]Yizhou Sun, Charu C. Aggarwal, Jiawei Han: Relation Strength-Aware Clustering of Heterogeneous Information Networks with Incomplete Attributes. CoRR abs/1201.6563 (2012)
- [i3]Quanquan Gu, Zhenhui Li, Jiawei Han: Generalized Fisher Score for Feature Selection. CoRR abs/1202.3725 (2012)
- [i2]Bo Zhao, Benjamin I. P. Rubinstein, Jim Gemmell, Jiawei Han: A Bayesian Approach to Discovering Truth from Conflicting Sources for Data Integration. CoRR abs/1203.0058 (2012)
- 2011
- [j128]Hongyan Liu, Yuan Lin, Jiawei Han: Methods for mining frequent items in data streams: an overview. Knowl. Inf. Syst. 26(1): 1-30 (2011)
- [j127]Mohammad M. Masud, Clay Woolam, Jing Gao, Latifur Khan, Jiawei Han, Kevin W. Hamlen, Nikunj C. Oza: Facing the reality of data stream classification: coping with scarcity of labeled data. Knowl. Inf. Syst. 33(1): 213-244 (2011)
- [j126]Deng Cai, Xiaofei He, Jiawei Han, Thomas S. Huang: Graph Regularized Nonnegative Matrix Factorization for Data Representation. IEEE Trans. Pattern Anal. Mach. Intell. 33(8): 1548-1560 (2011)
- [j125]Liwen Sun, Reynold Cheng, Xiang Li, David W. Cheung, Jiawei Han: On Link-based Similarity Join. PVLDB 4(11): 714-725 (2011)
- [j124]Feida Zhu, Qiang Qu, David Lo, Xifeng Yan, Jiawei Han, Philip S. Yu: Mining Top-K Large Structural Patterns in a Massive Network. PVLDB 4(11): 807-818 (2011)
- [j123]Yizhou Sun, Jiawei Han, Xifeng Yan, Philip S. Yu, Tianyi Wu: PathSim: Meta Path-Based Top-K Similarity Search in Heterogeneous Information Networks. PVLDB 4(11): 992-1003 (2011)
- [j122]Xin Jin, Cindy Xide Lin, Jiebo Luo, Jiawei Han: SocialSpamGuard: A Data Mining-Based Spam Detection System for Social Media Networks. PVLDB 4(12): 1458-1461 (2011)
- [j121]Marina Barsky, Sangkyum Kim, Tim Weninger, Jiawei Han: Mining Flipping Correlations from Large Datasets with Taxonomies. PVLDB 5(4): 370-381 (2011)
- [j120]Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin: A general framework for efficient clustering of large datasets based on activity detection. Statistical Analysis and Data Mining 4(1): 11-29 (2011)
- [j119]Manish Gupta, Jiawei Han: Heterogeneous network-based trust analysis: a survey. SIGKDD Explorations 13(1): 54-71 (2011)
- [j118]Nikita Spirin, Jiawei Han: Survey on web spam detection: principles and algorithms. SIGKDD Explorations 13(2): 50-64 (2011)
- [j117]Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo: Collection-based sparse label propagation and its application on social group suggestion from photos. ACM TIST 2(2): 12 (2011)
- [j116]Zhenhui Li, Jiawei Han, Ming Ji, Lu An Tang, Yintao Yu, Bolin Ding, Jae-Gil Lee, Roland Kays: MoveMine: Mining moving object data for discovery of animal movement patterns. ACM TIST 2(4): 37 (2011)
- [j115]Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hong Cheng: Mining Discriminative Patterns for Classifying Trajectories on Road Networks. IEEE Trans. Knowl. Data Eng. 23(5): 713-726 (2011)
- [j114]Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham: Classification and Novel Class Detection in Concept-Drifting Data Streams under Time Constraints. IEEE Trans. Knowl. Data Eng. 23(6): 859-874 (2011)
- [j113]Deng Cai, Xiaofei He, Jiawei Han: Locally Consistent Concept Factorization for Document Clustering. IEEE Trans. Knowl. Data Eng. 23(6): 902-913 (2011)
- [j112]Xiaofei He, Deng Cai, Yuanlong Shao, Hujun Bao, Jiawei Han: Laplacian Regularized Gaussian Mixture Model for Data Clustering. IEEE Trans. Knowl. Data Eng. 23(9): 1406-1418 (2011)
- [j111]Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai, Ashok N. Srivastava, Nikunj C. Oza: Efficient Keyword-Based Search for Top-K Cells in Text Cube. IEEE Trans. Knowl. Data Eng. 23(12): 1795-1810 (2011)
- [j110]Mohammad M. Masud, Tahseen Al-Khateeb, Kevin W. Hamlen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham: Cloud-based malware detection for evolving data streams. ACM Trans. Management Inf. Syst. 2(3): 16 (2011)
- [j109]Deng Cai, Xiaofei He, Jiawei Han: Speed up kernel discriminant analysis. VLDB J. 20(1): 21-33 (2011)
- [p12]Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han: An Overview of Social Tagging and Applications. Social Network Data Analytics 2011: 447-497
- [c384]
- [c383]Marina Danilevsky, Joshua M. Hailpern, Jiawei Han: SCENE: Structural Conversation Evolution NEtwork. ASONAM 2011: 29-36
- [c382]Manish Gupta, Charu C. Aggarwal, Jiawei Han, Yizhou Sun: Evolutionary Clustering and Analysis of Bibliographic Networks. ASONAM 2011: 63-70
- [c381]Yizhou Sun, Rick Barber, Manish Gupta, Charu C. Aggarwal, Jiawei Han: Co-author Relationship Prediction in Heterogeneous Bibliographic Networks. ASONAM 2011: 121-128
- [c380]Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han: Dynamic Social Influence Analysis through Time-Dependent Factor Graphs. ASONAM 2011: 239-246
- [c379]Xiao Yu, Ang Pan, Lu An Tang, Zhenhui Li, Jiawei Han: Geo-Friends Recommendation in GPS-based Cyber-physical Social Network. ASONAM 2011: 361-368
- [c378]Yang Yang, Yizhou Sun, Saurav Pandit, Nitesh V. Chawla, Jiawei Han: Is Objective Function the Silver Bullet? A Case Study of Community Detection Algorithms on Social Networks. ASONAM 2011: 394-397
- [c377]Duo Zhang, ChengXiang Zhai, Jiawei Han: MiTexCube: MicroTextCluster Cube for Online Analysis of Text Cells. CIDU 2011: 204-218
- [c376]
- [c375]
- [c374]Bo Zhao, Cindy Xide Lin, Bolin Ding, Jiawei Han: TEXplorer: keyword-based object search and exploration in multidimensional text databases. CIKM 2011: 1709-1718
- [c373]Qiang Qu, Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hongyan Li: Efficient Topological OLAP on Information Networks. DASFAA (1) 2011: 389-403
- [c372]Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han, Nam Pham, Raghu K. Ganti: The Sparse Regression Cube: A Reliable Modeling Technique for Open Cyber-Physical Systems. ICCPS 2011: 87-96
- [c371]David Lo, Bolin Ding, Lucia, Jiawei Han: Bidirectional mining of non-redundant recurrent rules from a sequence database. ICDE 2011: 1043-1054
- [c370]
- [c369]Hyungsul Kim, Sungjin Im, Tarek F. Abdelzaher, Jiawei Han, David Sheridan, Shobha Vasudevan: Signature Pattern Covering via Local Greedy Algorithm and Pattern Shrink. ICDM 2011: 330-339
- [c368]Cindy Xide Lin, Qiaozhu Mei, Jiawei Han, Yunliang Jiang, Marina Danilevsky: The Joint Inference of Topic Diffusion and Evolution in Social Communities. ICDM 2011: 378-387
- [c367]Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, Thomas S. Huang: LPTA: A Probabilistic Model for Latent Periodic Topic Analysis. ICDM 2011: 904-913
- [c366]Jing Gao, Wei Fan, Deepak S. Turaga, Srinivasan Parthasarathy, Jiawei Han: A Spectral Framework for Detecting Inconsistency across Multi-source Object Relationships. ICDM 2011: 1050-1055
- [c365]Mohammad M. Masud, Tahseen Al-Khateeb, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani M. Thuraisingham: Detecting Recurring and Novel Classes in Concept-Drifting Data Streams. ICDM 2011: 1176-1181
- [c364]Eunsoo Seo, Mohammad Maifi Hasan Khan, Prasant Mohapatra, Jiawei Han, Tarek F. Abdelzaher: Exposing Complex Bug-Triggering Conditions in Distributed Systems via Graph Mining. ICPP 2011: 186-195
- [c363]Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han: Extracting General Lists from Web Documents: A Hybrid Approach. IEA/AIE (1) 2011: 285-294
- [c362]Quanquan Gu, Chris H. Q. Ding, Jiawei Han: On Trivial Solution and Scale Transfer Problems in Graph Regularized NMF. IJCAI 2011: 1288-1293
- [c361]Quanquan Gu, Zhenhui Li, Jiawei Han: Joint Feature Selection and Subspace Learning. IJCAI 2011: 1294-1299
- [c360]Jing Gao, Wei Fan, Deepak S. Turaga, Olivier Verscheure, Xiaoqiao Meng, Lu Su, Jiawei Han: Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection. INFOCOM 2011: 181-185
- [c359]Mohammad Maifi Hasan Khan, Hossein Ahmadi, Gulustan Dogan, Kannan Govindan, Raghu K. Ganti, Theodore Brown, Jiawei Han, Prasant Mohapatra, Tarek F. Abdelzaher: DustDoctor: A self-healing sensor data collection system. IPSN 2011: 127-128
- [c358]Hieu Khac Le, Jeff Pasternack, Hossein Ahmadi, M. Gupta, Y. Sun, Tarek F. Abdelzaher, Jiawei Han, Dan Roth, Boleslaw K. Szymanski, Sibel Adali: Apollo: Towards factfinding in participatory sensing. IPSN 2011: 129-130
- [c357]Yong Yang, Lu Su, Mohammad Maifi Hasan Khan, Michael LeMay, Tarek F. Abdelzaher, Jiawei Han: Power watermarking: Facilitating power-based diagnosis of node silence in remote high-end sensing systems. IPSN 2011: 159-160
- [c356]Eliana Salvemini, Fabio Fumarola, Donato Malerba, Jiawei Han: FAST Sequence Mining Based on Sparse Id-Lists. ISMIS 2011: 316-325
- [c355]
- [c354]Hongbo Deng, Jiawei Han, Bo Zhao, Yintao Yu, Cindy Xide Lin: Probabilistic topic models with biased propagation on heterogeneous information networks. KDD 2011: 1271-1279
- [c353]Ming Ji, Jiawei Han, Marina Danilevsky: Ranking-based classification of heterogeneous information networks. KDD 2011: 1298-1306
- [c352]Sangkyum Kim, Marina Barsky, Jiawei Han: Efficient Mining of Top Correlated Patterns Based on Null-Invariant Measures. ECML/PKDD (2) 2011: 177-192
- [c351]Quanquan Gu, Zhenhui Li, Jiawei Han: Linear Discriminant Dimensionality Reduction. ECML/PKDD (1) 2011: 549-564
- [c350]Jiawei Han: Construction and Analysis of Web-Based Computer Science Information Networks. RSFDGrC 2011: 1-2
- [c349]Hyungsul Kim, Manish Marwah, Martin F. Arlitt, Geoff Lyon, Jiawei Han: Unsupervised Disaggregation of Low Frequency Power Measurements. SDM 2011: 747-758
- [c348]Zhijun Yin, Liangliang Cao, Jiawei Han, Jiebo Luo, Thomas S. Huang: Diversified Trajectory Pattern Ranking in Geo-tagged Social Media. SDM 2011: 980-991
- [c347]Lu Su, Jing Gao, Yong Yang, Tarek F. Abdelzaher, Bolin Ding, Jiawei Han: Hierarchical aggregate classification with limited supervision for data reduction in wireless sensor networks. SenSys 2011: 40-53
- [c346]Ming Ji, Jun Yan, Siyu Gu, Jiawei Han, Xiaofei He, Wei Vivian Zhang, Zheng Chen: Learning search tasks in queries and web pages via graph regularization. SIGIR 2011: 55-64
- [c345]Hongning Wang, Chi Wang, ChengXiang Zhai, Jiawei Han: Learning online discussion structures by conditional random fields. SIGIR 2011: 435-444
- [c344]Sangkyum Kim, Hyungsul Kim, Tim Weninger, Jiawei Han, Hyun Duk Kim: Authorship classification: a discriminative syntactic tree mining approach. SIGIR 2011: 455-464
- [c343]Chi Wang, Rajat Raina, David Fong, Ding Zhou, Jiawei Han, Greg J. Badros: Learning relevance from heterogeneous social network and its application in online targeting. SIGIR 2011: 655-664
- [c342]Hongbo Deng, Bo Zhao, Jiawei Han: Collective topic modeling for heterogeneous networks. SIGIR 2011: 1109-1110
- [c341]Bolin Ding, Marianne Winslett, Jiawei Han, Zhenhui Li: Differentially private data cubes: optimizing noise sources and consistency. SIGMOD Conference 2011: 217-228
- [c340]Peixiang Zhao, Xiaolei Li, Dong Xin, Jiawei Han: Graph cube: on warehousing and OLAP multidimensional networks. SIGMOD Conference 2011: 853-864
- [c339]Tim Weninger, Marina Danilevsky, Fabio Fumarola, Joshua M. Hailpern, Jiawei Han, Thomas J. Johnston, Surya Kallumadi, Hyungsul Kim, Zhijin Li, David McCloskey, Yizhou Sun, Nathan E. TeGrotenhuis, Chi Wang, Xiao Yu: WINACS: construction and analysis of web-based computer science information networks. SIGMOD Conference 2011: 1255-1258
- [c338]Manish Gupta, Charu C. Aggarwal, Jiawei Han: Finding Top-k Shortest Path Distance Changes in an Evolutionary Network. SSTD 2011: 130-148
- [c337]
- [c336]Zhenhui Li, Cindy Xide Lin, Bolin Ding, Jiawei Han: Mining Significant Time Intervals for Relationship Detection. SSTD 2011: 386-403
- [c335]Quanquan Gu, Zhenhui Li, Jiawei Han: Generalized Fisher Score for Feature Selection. UAI 2011: 266-273
- [c334]Fabio Fumarola, Tim Weninger, Rick Barber, Donato Malerba, Jiawei Han: HyLiEn: a hybrid approach to general list extraction on the web. WWW (Companion Volume) 2011: 35-36
- [c333]Manish Gupta, Yizhou Sun, Jiawei Han: Trust analysis with clustering. WWW (Companion Volume) 2011: 53-54
- [c332]Tim Weninger, Fabio Fumarola, Cindy Xide Lin, Rick Barber, Jiawei Han, Donato Malerba: Growing parallel paths for entity-page discovery. WWW (Companion Volume) 2011: 145-146
- [c331]Zhijun Yin, Liangliang Cao, Jiawei Han, Chengxiang Zhai, Thomas S. Huang: Geographical topic discovery and comparison. WWW 2011: 247-256
- 2010
- [j108]Tianyi Wu, Yuguo Chen, Jiawei Han: Re-examination of interestingness measures in pattern mining: a unified framework. Data Min. Knowl. Discov. 21(3): 371-397 (2010)
- [j107]Charu C. Aggarwal, Chen Chen, Jiawei Han: The Inverse Classification Problem. J. Comput. Sci. Technol. 25(3): 458-468 (2010)
- [j106]Peixiang Zhao, Jiawei Han: On Graph Query Optimization in Large Networks. PVLDB 3(1): 340-351 (2010)
- [j105]Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays: Swarm: Mining Relaxed Temporal Moving Object Clusters. PVLDB 3(1): 723-734 (2010)
- [j104]Marisa Thoma, Hong Cheng, Arthur Gretton, Jiawei Han, Hans-Peter Kriegel, Alexander J. Smola, Le Song, Philip S. Yu, Xifeng Yan, Karsten M. Borgwardt: Discriminative frequent subgraph mining with optimality guarantees. Statistical Analysis and Data Mining 3(5): 302-318 (2010)
- [j103]Manish Gupta, Rui Li, Zhijun Yin, Jiawei Han: Survey on social tagging techniques. SIGKDD Explorations 12(1): 58-72 (2010)
- [j102]Tim Weninger, Fabio Fumarola, Rick Barber, Jiawei Han, Donato Malerba: Unexpected results in automatic list extraction on the web. SIGKDD Explorations 12(2): 26-30 (2010)
- [j101]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. 22(1): 90-104 (2010)
- [c330]Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han: A Unified Framework for Link Recommendation Using Random Walks. ASONAM 2010: 152-159
- [c329]Bolin Ding, Yintao Yu, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai: Keyword Search in Text Cube: Finding Top-k Aggregated Cell Documents. CIDU 2010: 145-159
- [c328]Lu Liu, Jie Tang, Jiawei Han, Meng Jiang, Shiqiang Yang: Mining topic-level influence in heterogeneous networks. CIKM 2010: 199-208
- [c327]Jianbin Huang, Heli Sun, Jiawei Han, Hongbo Deng, Yizhou Sun, Yaguang Liu: SHRINK: a structural clustering algorithm for detecting hierarchical communities in networks. CIKM 2010: 219-228
- [c326]Xin Jin, Jiawei Han, Liangliang Cao, Jiebo Luo, Bolin Ding, Cindy Xide Lin: Visual cube and on-line analytical processing of images. CIKM 2010: 849-858
- [c325]Tim Weninger, Fabio Fumarola, Jiawei Han, Donato Malerba: Mapping web pages to database records via link paths. CIKM 2010: 1637-1640
- [c324]Kavita Ganesan, ChengXiang Zhai, Jiawei Han: Opinosis: A Graph Based Approach to Abstractive Summarization of Highly Redundant Opinions. COLING 2010: 340-348
- [c323]Zhenhui Li, Jae-Gil Lee, Xiaolei Li, Jiawei Han: Incremental Clustering for Trajectories. DASFAA (2) 2010: 32-46
- [c322]Lu Liu, Feida Zhu, Chen Chen, Xifeng Yan, Jiawei Han, Philip S. Yu, Shiqiang Yang: Mining Diversity on Networks. DASFAA (1) 2010: 384-398
- [c321]Jiawei Han, Zhenhui Li, Lu An Tang: Mining Moving Object, Trajectory and Traffic Data. DASFAA (2) 2010: 485-486
- [c320]Hyun Duk Kim, ChengXiang Zhai, Jiawei Han: Aggregation of Multiple Judgments for Evaluating Ordered Lists. ECIR 2010: 166-178
- [c319]Tianyi Wu, Yizhou Sun, Cuiping Li, Jiawei Han: Region-based online promotion analysis. EDBT 2010: 63-74
- [c318]Cuiping Li, Jiawei Han, Guoming He, Xin Jin, Yizhou Sun, Yintao Yu, Tianyi Wu: Fast computation of SimRank for static and dynamic information networks. EDBT 2010: 465-476
- [c317]Liangliang Cao, Jiebo Luo, Andrew C. Gallagher, Xin Jin, Jiawei Han, Thomas S. Huang: A worldwide tourism recommendation system based on geotaggedweb photos. ICASSP 2010: 2274-2277
- [c316]Xifeng Yan, Bin He, Feida Zhu, Jiawei Han: Top-K aggregation queries over large networks. ICDE 2010: 377-380
- [c315]Bolin Ding, Bo Zhao, Cindy Xide Lin, Jiawei Han, Chengxiang Zhai: TopCells: Keyword-based search of top-k aggregated documents in text cube. ICDE 2010: 381-384
- [c314]Dustin Bortner, Jiawei Han: Progressive clustering of networks using Structure-Connected Order of Traversal. ICDE 2010: 653-656
- [c313]Heli Sun, Jianbin Huang, Jiawei Han, Hongbo Deng, Peixiang Zhao, Boqin Feng: gSkeletonClu: Density-Based Network Clustering via Structure-Connected Tree Division or Agglomeration. ICDM 2010: 481-490
- [c312]Mohammad M. Masud, Qing Chen, Latifur Khan, Charu C. Aggarwal, Jing Gao, Jiawei Han, Bhavani M. Thuraisingham: Addressing Concept-Evolution in Concept-Drifting Data Streams. ICDM 2010: 929-934
- [c311]Lu An Tang, Xiao Yu, Sangkyum Kim, Jiawei Han, Chih-Chieh Hung, Wen-Chih Peng: Tru-Alarm: Trustworthiness Analysis of Sensor Networks in Cyber-Physical Systems. ICDM 2010: 1079-1084
- [c310]Mohammad Maifi Hasan Khan, Hieu Khac Le, Michael LeMay, Paria Moinzadeh, Lili Wang, Yong Yang, Dong Kun Noh, Tarek F. Abdelzaher, Carl A. Gunter, Jiawei Han, Xin Jin: Diagnostic powertracing for sensor node failure analysis. IPSN 2010: 117-128
- [c309]Md. Ahsan Arefin, Klara Nahrstedt, Raoul Rivas, Jiawei Han, Zixia Huang: DIAMOND: Correlation-Based Anomaly Monitoring Daemon for DIME. ISM 2010: 137-144
- [c308]Chi Wang, Jiawei Han, Yuntao Jia, Jie Tang, Duo Zhang, Yintao Yu, Jingyi Guo: Mining advisor-advisee relationships from research publication networks. KDD 2010: 203-212
- [c307]Jing Gao, Feng Liang, Wei Fan, Chi Wang, Yizhou Sun, Jiawei Han: On community outliers and their efficient detection in information networks. KDD 2010: 813-822
- [c306]Cindy Xide Lin, Bo Zhao, Qiaozhu Mei, Jiawei Han: PET: a statistical model for popular events tracking in social communities. KDD 2010: 929-938
- [c305]Zhenhui Li, Bolin Ding, Jiawei Han, Roland Kays, Peter Nye: Mining periodic behaviors for moving objects. KDD 2010: 1099-1108
- [c304]Xin Jin, Andrew C. Gallagher, Liangliang Cao, Jiebo Luo, Jiawei Han: The wisdom of social multimedia: using flickr for prediction and forecast. ACM Multimedia 2010: 1235-1244
- [c303]Cindy Xide Lin, Yintao Yu, Jiawei Han, Bing Liu: Hierarchical Web-Page Clustering via In-Page and Cross-Page Link Structures. PAKDD (2) 2010: 222-229
- [c302]Mohammad M. Masud, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham: Classification and Novel Class Detection in Data Streams with Active Mining. PAKDD (2) 2010: 311-324
- [c301]Jiawei Han: Structure Is Informative: On Mining Structured Information Networks. ECML/PKDD (1) 2010: 2
- [c300]Hyungsul Kim, Sangkyum Kim, Tim Weninger, Jiawei Han, Tarek F. Abdelzaher: NDPMine: Efficiently Mining Discriminative Numerical Features for Pattern-Based Classification. ECML/PKDD (2) 2010: 35-50
- [c299]Mohammad M. Masud, Qing Chen, Jing Gao, Latifur Khan, Jiawei Han, Bhavani M. Thuraisingham: Classification and Novel Class Detection of Data Streams in a Dynamic Feature Space. ECML/PKDD (2) 2010: 337-352
- [c298]Ming Ji, Yizhou Sun, Marina Danilevsky, Jiawei Han, Jing Gao: Graph Regularized Transductive Classification on Heterogeneous Information Networks. ECML/PKDD (1) 2010: 570-586
- [c297]Hossein Ahmadi, Nam Pham, Raghu K. Ganti, Tarek F. Abdelzaher, Suman Nath, Jiawei Han: Privacy-aware regression modeling of participatory sensing data. SenSys 2010: 99-112
- [c296]Zhenhui Li, Ming Ji, Jae-Gil Lee, Lu An Tang, Yintao Yu, Jiawei Han, Roland Kays: MoveMine: mining moving object databases. SIGMOD Conference 2010: 1203-1206
- [c295]Jiawei Han, Yizhou Sun, Xifeng Yan, Philip S. Yu: Mining knowledge from databases: an information network analysis approach. SIGMOD Conference 2010: 1251-1252
- [c294]Xin Jin, W. Scott Spangler, Rui Ma, Jiawei Han: Topic initiator detection on the world wide web. WWW 2010: 481-490
- [c293]Tim Weninger, William H. Hsu, Jiawei Han: CETR: content extraction via tag ratios. WWW 2010: 971-980
- [c292]Liangliang Cao, Andrey Del Pozo, Xin Jin, Jiebo Luo, Jiawei Han, Thomas S. Huang: RankCompete: simultaneous ranking and clustering of web photos. WWW 2010: 1071-1072
- [c291]Zhenhui Li, Ding Zhou, Yun-Fang Juan, Jiawei Han: Keyword extraction for social snippets. WWW 2010: 1143-1144
- [c290]Cindy Xide Lin, Bo Zhao, Tim Weninger, Jiawei Han, Bing Liu: Entity relation discovery from web tables and links. WWW 2010: 1145-1146
- [c289]Zhijun Yin, Manish Gupta, Tim Weninger, Jiawei Han: LINKREC: a unified framework for link recommendation with user attributes and graph structure. WWW 2010: 1211-1212
- [c288]
- [c287]
- [p11]Haixun Wang, Philip S. Yu, Jiawei Han: Mining Concept-Drifting Data Streams. Data Mining and Knowledge Discovery Handbook 2010: 789-802
- [p10]
- [p9]Hong Cheng, Xifeng Yan, Jiawei Han: Mining Graph Patterns. Managing and Mining Graph Data 2010: 365-392
- [r13]Xin Jin, Jiawei Han: Expectation Maximization Clustering. Encyclopedia of Machine Learning 2010: 382-383
- [r12]
- [r11]
- [r10]
- [r9]Xin Jin, Jiawei Han: Locality Sensitive Hashing Based Clustering. Encyclopedia of Machine Learning 2010: 613
- [r8]
- [r7]
- [r6]
2000 – 2009
- 2009
- [j100]Hailiang Chen, Hongyan Liu, Jiawei Han, Xiaoxin Yin, Jun He: Exploring optimization of semantic relationship graph for multi-relational Bayesian classification. Decision Support Systems 48(1): 112-121 (2009)
- [j99]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. 179(7): 899-924 (2009)
- [j98]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu: Graph OLAP: a multi-dimensional framework for graph data analysis. Knowl. Inf. Syst. 21(1): 41-63 (2009)
- [j97]Tianyi Wu, Dong Xin, Qiaozhu Mei, Jiawei Han: Promotion Analysis in Multi-Dimensional Space. PVLDB 2(1): 109-120 (2009)
- [j96]Min-Soo Kim, Jiawei Han: A Particle-and-Density Based Evolutionary Clustering Method for Dynamic Networks. PVLDB 2(1): 622-633 (2009)
- [j95]Chen Chen, Cindy Xide Lin, Matt Fredrikson, Mihai Christodorescu, Xifeng Yan, Jiawei Han: Mining Graph Patterns Efficiently via Randomized Summaries. PVLDB 2(1): 742-753 (2009)
- [j94]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 2(2): 1622-1625 (2009)
- [j93]Duo Zhang, ChengXiang Zhai, Jiawei Han, Ashok N. Srivastava, Nikunj C. Oza: Topic modeling for OLAP on multidimensional text databases: topic cube and its applications. Statistical Analysis and Data Mining 2(5-6): 378-395 (2009)
- [c286]
- [c285]Peixiang Zhao, Jiawei Han, Yizhou Sun: P-Rank: a comprehensive structural similarity measure over information networks. CIKM 2009: 553-562
- [c284]Mohammad Maifi Hasan Khan, Tarek F. Abdelzaher, Jiawei Han, Hossein Ahmadi: Finding Symbolic Bug Patterns in Sensor Networks. DCOSS 2009: 131-144
- [c283]Jiawei Han: Mining Heterogeneous Information Networks by Exploring the Power of Links. Discovery Science 2009: 13-30
- [c282]Min-Soo Kim, Jiawei Han: CHRONICLE: A Two-Stage Density-Based Clustering Algorithm for Dynamic Networks. Discovery Science 2009: 152-167
- [c281]Tianyi Wu, Jiawei Han: Subspace Discovery for Promotion: A Cell Clustering Approach. Discovery Science 2009: 362-376
- [c280]Yizhou Sun, Jiawei Han, Peixiang Zhao, Zhijun Yin, Hong Cheng, Tianyi Wu: RankClus: integrating clustering with ranking for heterogeneous information network analysis. EDBT 2009: 565-576
- [c279]Jiawei Han, Xifeng Yan, Philip S. Yu: Scalable OLAP and mining of information networks. EDBT 2009: 1159
- [c278]Bhavani M. Thuraisingham, Latifur Khan, Murat Kantarcioglu, Sonia Chib, Jiawei Han, Sang Hyuk Son: Real-Time Knowledge Discovery and Dissemination for Intelligence Analysis. HICSS 2009: 1-12
- [c277]Jing Gao, Guofei Jiang, Haifeng Chen, Jiawei Han: Modeling Probabilistic Measurement Correlations for Problem Determination in Large-Scale Distributed Systems. ICDCS 2009: 623-630
- [c276]Bolin Ding, David Lo, Jiawei Han, Siau-Cheng Khoo: Efficient Mining of Closed Repetitive Gapped Subsequences from a Sequence Database. ICDE 2009: 1024-1035
- [c275]Xiaolei Li, Zhenhui Li, Jiawei Han, Jae-Gil Lee: Temporal Outlier Detection in Vehicle Traffic Data. ICDE 2009: 1319-1322
- [c274]Jie Yu, Xin Jin, Jiawei Han, Jiebo Luo: Mining Personal Image Collection for Social Group Suggestion. ICDM Workshops 2009: 202-207
- [c273]Yizhou Sun, Jiawei Han, Jing Gao, Yintao Yu: iTopicModel: Information Network-Integrated Topic Modeling. ICDM 2009: 493-502
- [c272]Xiao Yu, Lu An Tang, Jiawei Han: Filtering and Refinement: A Two-Stage Approach for Efficient and Effective Anomaly Detection. ICDM 2009: 617-626
- [c271]Samson Hauguel, ChengXiang Zhai, Jiawei Han: Parallel PathFinder Algorithms for Mining Structures from Graphs. ICDM 2009: 812-817
- [c270]Deng Cai, Xiaofei He, Xuanhui Wang, Hujun Bao, Jiawei Han: Locality Preserving Nonnegative Matrix Factorization. IJCAI 2009: 1010-1015
- [c269]Tim Finin, Anupam Joshi, Hillol Kargupta, Yelena Yesha, Joel Sachs, Elisa Bertino, Ninghui Li, Chris Clifton, Gene Spafford, Bhavani M. Thuraisingham, Murat Kantarcioglu, Alain Bensoussan, Nathan Berg, Latifur Khan, Jiawei Han, ChengXiang Zhai, Ravi S. Sandhu, Shouhuai Xu, Jim Massaro, Lada A. Adamic: Assured Information Sharing Life Cycle. ISI 2009: 307-309
- [c268]Jing Gao, Wei Fan, Yizhou Sun, Jiawei Han: Heterogeneous source consensus learning via decision propagation and negotiation. KDD 2009: 339-348
- [c267]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: 557-566
- [c266]Yizhou Sun, Yintao Yu, Jiawei Han: Ranking-based clustering of heterogeneous information networks with star network schema. KDD 2009: 797-806
- [c265]Zhijun Yin, Rui Li, Qiaozhu Mei, Jiawei Han: Exploring social tagging graph for web object classification. KDD 2009: 957-966
- [c264]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: 721-724
- [c263]Jing Gao, Feng Liang, Wei Fan, Yizhou Sun, Jiawei Han: Graph-based Consensus Maximization among Multiple Supervised and Unsupervised Models. NIPS 2009: 585-593
- [c262]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: 363-375
- [c261]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: 79-94
- [c260]Xin Jin, Sangkyum Kim, Jiawei Han, Liangliang Cao, Zhijun Yin: GAD: General Activity Detection for Fast Clustering on Large Data. SDM 2009: 2-13
- [c259]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: 1075-1086
- [c258]Duo Zhang, ChengXiang Zhai, Jiawei Han: Topic Cube: Topic Modeling for OLAP on Multidimensional Text Databases. SDM 2009: 1123-1134
- [c257]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: 167-184
- [r5]
- [r4]Hong Cheng, Jiawei Han: Frequent Itemsets and Association Rules. Encyclopedia of Database Systems 2009: 1184-1187
- [r3]
- [r2]
- 2008
- [b2]Soumen Chakrabarti, Earl Cox, Eibe Frank, Ralf Hartmut Güting, Jiawei Han, Xia Jiang, Micheline Kamber, Sam Lightstone, Thomas P. Nadeau, Richard E. Neapolitan, Dorian Pyle, Mamdouh Refaat, Markus Schneider, Toby J. Teorey, Ian H. Witten: Data Mining - Know It All. Morgan Kaufmann 2008, ISBN 978-0-12-374629-0, pp. I-XIII, 1-460
- [j92]Jing Gao, Bolin Ding, Wei Fan, Jiawei Han, Philip S. Yu: Classifying Data Streams with Skewed Class Distributions and Concept Drifts. IEEE Internet Computing 12(6): 37-49 (2008)
- [j91]Xu Ling, Xin He, Dong Xin, Jiawei Han: Efficiently Identifying Max-Gap Clusters in Pairwise Genome Comparison. Journal of Computational Biology 15(6): 593-609 (2008)
- [j90]Ok-Ran Jeong, Jiawei Han, Won Kim, Eunseok Lee: On Having Search Engines Deliver Hierarchies of Web Pages. Journal of Object Technology 7(4): 33-41 (2008)
- [j89]Jae-Gil Lee, Jiawei Han, Xiaolei Li, Hector Gonzalez: TraClass: trajectory classification using hierarchical region-based and trajectory-based clustering. PVLDB 1(1): 1081-1094 (2008)
- [j88]Deng Cai, Xiaofei He, Jiawei Han: SRDA: An Efficient Algorithm for Large-Scale Discriminant Analysis. IEEE Trans. Knowl. Data Eng. 20(1): 1-12 (2008)
- [j87]Xiaofei He, Deng Cai, Jiawei Han: Learning a Maximum Margin Subspace for Image Retrieval. IEEE Trans. Knowl. Data Eng. 20(2): 189-201 (2008)
- [j86]Xiaoxin Yin, Jiawei Han, Philip S. Yu: Truth Discovery with Multiple Conflicting Information Providers on the Web. IEEE Trans. Knowl. Data Eng. 20(6): 796-808 (2008)
- [j85]Chao Liu, Xiangyu Zhang, Jiawei Han: A Systematic Study of Failure Proximity. IEEE Trans. Software Eng. 34(6): 826-843 (2008)
- [c256]
- [c255]Chen Chen, Cindy Xide Lin, Xifeng Yan, Jiawei Han: On effective presentation of graph patterns: a structural representative approach. CIKM 2008: 299-308
- [c254]Deng Cai, Qiaozhu Mei, Jiawei Han, Chengxiang Zhai: Modeling hidden topics on document manifold. CIKM 2008: 911-920
- [c253]
- [c252]Jae-Gil Lee, Jiawei Han, Xiaolei Li: Trajectory Outlier Detection: A Partition-and-Detect Framework. ICDE 2008: 140-149
- [c251]Hong Cheng, Xifeng Yan, Jiawei Han, Philip S. Yu: Direct Discriminative Pattern Mining for Effective Classification. ICDE 2008: 169-178
- [c250]Deng Cai, Xiaofei He, Jiawei Han: Training Linear Discriminant Analysis in Linear Time. ICDE 2008: 209-217
- [c249]
- [c248]Deng Cai, Xiaofei He, Xiaoyun Wu, Jiawei Han: Non-negative Matrix Factorization on Manifold. ICDM 2008: 63-72
- [c247]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han, Philip S. Yu: Graph OLAP: Towards Online Analytical Processing on Graphs. ICDM 2008: 103-112
- [c246]Cindy Xide Lin, Bolin Ding, Jiawei Han, Feida Zhu, Bo Zhao: Text Cube: Computing IR Measures for Multidimensional Text Database Analysis. ICDM 2008: 905-910
- [c245]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: 929-934
- [c244]Luiz F. Mendes, Bolin Ding, Jiawei Han: Stream Sequential Pattern Mining with Precise Error Bounds. ICDM 2008: 941-946
- [c243]Xiaoxin Yin, Jiawei Han: Exploring the Power of Heuristics and Links in Multi-relational Data Mining. ISMIS 2008: 17-27
- [c242]Tarek F. Abdelzaher, Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Jiawei Han: Data Mining for Diagnostic Debugging in Sensor Networks: Preliminary Evidence and Lessons Learned. KDD Workshop on Knowledge Discovery from Sensor Data 2008: 1-24
- [c241]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: 230-238
- [c240]Jing Gao, Wei Fan, Jing Jiang, Jiawei Han: Knowledge transfer via multiple model local structure mapping. KDD 2008: 283-291
- [c239]Bin Jiang, Jian Pei, Xuemin Lin, David W. Cheung, Jiawei Han: Mining preferences from superior and inferior examples. KDD 2008: 390-398
- [c238]Sangkyum Kim, Xin Jin, Jiawei Han: SpaRClus: Spatial Relationship Pattern-Based Hierarchial Clustering. SDM 2008: 49-60
- [c237]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: 84-95
- [c236]Mohammad Maifi Hasan Khan, Hieu Khac Le, Hossein Ahmadi, Tarek F. Abdelzaher, Jiawei Han: Dustminer: troubleshooting interactive complexity bugs in sensor networks. SenSys 2008: 99-112
- [c235]Tianyi Wu, Dong Xin, Jiawei Han: ARCube: supporting ranking aggregate queries in partially materialized data cubes. SIGMOD Conference 2008: 79-92
- [c234]Xifeng Yan, Hong Cheng, Jiawei Han, Philip S. Yu: Mining significant graph patterns by leap search. SIGMOD Conference 2008: 433-444
- [c233]Xiaolei Li, Jiawei Han, Zhijun Yin, Jae-Gil Lee, Yizhou Sun: Sampling cube: a framework for statistical olap over sampling data. SIGMOD Conference 2008: 779-790
- [c232]Yizhou Sun, Tianyi Wu, Zhijun Yin, Hong Cheng, Jiawei Han, Xiaoxin Yin, Peixiang Zhao: BibNetMiner: mining bibliographic information networks. SIGMOD Conference 2008: 1341-1344
- [c231]Sangkyum Kim, Jaebum Kim, Younhee Ko, Seung-won Hwang, Jiawei Han: PerRank: Personalized Rank Retrieval with Categorical and Numerical Attributes. WAIM 2008: 270-277
- [p8]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez: Anomaly Detection in Moving Object. Intelligence and Security Informatics 2008: 357-381
- [p7]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
- [r1]
- 2007
- [j84]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 8 (2007)
- [j83]Jiawei Han, Hong Cheng, Dong Xin, Xifeng Yan: Frequent pattern mining: current status and future directions. Data Min. Knowl. Discov. 15(1): 55-86 (2007)
- [j82]Xiaoxin Yin, Jiawei Han, Philip S. Yu: CrossClus: user-guided multi-relational clustering. Data Min. Knowl. Discov. 15(3): 321-348 (2007)
- [j81]Dong Xin, Jiawei Han, Xifeng Yan, Hong Cheng: On compressing frequent patterns. Data Knowl. Eng. 60(1): 5-29 (2007)
- [j80]Jian Pei, Jiawei Han, Wei Wang: Constraint-based sequential pattern mining: the pattern-growth methods. J. Intell. Inf. Syst. 28(2): 133-160 (2007)
- [j79]
- [j78]Qiaozhu Mei, Dong Xin, Hong Cheng, Jiawei Han, Chengxiang Zhai: Semantic annotation of frequent patterns. TKDD 1(3) (2007)
- [j77]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. 19(1): 111-126 (2007)
- [j76]Jianyong Wang, Jiawei Han, Chun Li: Frequent Closed Sequence Mining without Candidate Maintenance. IEEE Trans. Knowl. Data Eng. 19(8): 1042-1056 (2007)
- [c230]
- [c229]Deng Cai, Xiaofei He, Wei Vivian Zhang, Jiawei Han: Regularized locality preserving indexing via spectral regression. CIKM 2007: 741-750
- [c228]Deng Cai, Xiaofei He, Yuxiao Hu, Jiawei Han, Thomas S. Huang: Learning a Spatially Smooth Subspace for Face Recognition. CVPR 2007
- [c227]Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression for Efficient Regularized Subspace Learning. ICCV 2007: 1-8
- [c226]
- [c225]Dong Xin, Jiawei Han: Integrating OLAP and Ranking: The Ranking-Cube Methodology. ICDE Workshops 2007: 253-256
- [c224]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu, Hong Cheng: Mining Colossal Frequent Patterns by Core Pattern Fusion. ICDE 2007: 706-715
- [c223]Hong Cheng, Xifeng Yan, Jiawei Han, Chih-Wei Hsu: Discriminative Frequent Pattern Analysis for Effective Classification. ICDE 2007: 716-725
- [c222]Xiaoxin Yin, Jiawei Han, Philip S. Yu: Object Distinction: Distinguishing Objects with Identical Names. ICDE 2007: 1242-1246
- [c221]Hector Gonzalez, Jiawei Han, Xuehua Shen: Cost-Conscious Cleaning of Massive RFID Data Sets. ICDE 2007: 1268-1272
- [c220]Wen Jin, Martin Ester, Zengjian Hu, Jiawei Han: The Multi-Relational Skyline Operator. ICDE 2007: 1276-1280
- [c219]Deng Cai, Xiaofei He, Jiawei Han: Spectral Regression: A Unified Approach for Sparse Subspace Learning. ICDM 2007: 73-82
- [c218]
- [c217]Deng Cai, Xiaofei He, Jiawei Han: Efficient Kernel Discriminant Analysis via Spectral Regression. ICDM 2007: 427-432
- [c216]Chen Chen, Xifeng Yan, Feida Zhu, Jiawei Han: gApprox: Mining Frequent Approximate Patterns from a Massive Network. ICDM 2007: 445-450
- [c215]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu: Efficient Discovery of Frequent Approximate Sequential Patterns. ICDM 2007: 751-756
- [c214]Chao Liu, Xiangyu Zhang, Yu Zhang, Jiawei Han, Bharat K. Bhargava: Indexing Noncrashing Failures: A Dynamic Program Slicing-Based Approach. ICSM 2007: 455-464
- [c213]Deng Cai, Xiaofei He, Kun Zhou, Jiawei Han, Hujun Bao: Locality Sensitive Discriminant Analysis. IJCAI 2007: 708-713
- [c212]Xiaoxin Yin, Jiawei Han, Philip S. Yu: Truth discovery with multiple conflicting information providers on the web. KDD 2007: 1048-1052
- [c211]Deng Cai, Xiaofei He, Jiawei Han: Regularized regression on image manifold for retrieval. Multimedia Information Retrieval 2007: 11-20
- [c210]
- [c209]Deng Cai, Xiaofei He, Jiawei Han: Spectral regression: a unified subspace learning framework for content-based image retrieval. ACM Multimedia 2007: 403-412
- [c208]Jiawei Han: Research Frontiers in Advanced Data Mining Technologies and Applications. PAKDD 2007: 1-5
- [c207]Feida Zhu, Xifeng Yan, Jiawei Han, Philip S. Yu: gPrune: A Constraint Pushing Framework for Graph Pattern Mining. PAKDD 2007: 388-400
- [c206]Tianyi Wu, Yuguo Chen, Jiawei Han: Association Mining in Large Databases: A Re-examination of Its Measures. PKDD 2007: 621-628
- [c205]Jing Gao, Wei Fan, Jiawei Han, Philip S. Yu: A General Framework for Mining Concept-Drifting Data Streams with Skewed Distributions. SDM 2007
- [c204]Xiaolei Li, Jiawei Han, Sangkyum Kim, Hector Gonzalez: ROAM: Rule- and Motif-Based Anomaly Detection in Massive Moving Object Data Sets. SDM 2007
- [c203]Dong Xin, Jiawei Han, Kevin Chen-Chuan Chang: Progressive and selective merge: computing top-k with ad-hoc ranking functions. SIGMOD Conference 2007: 103-114
- [c202]Jae-Gil Lee, Jiawei Han, Kyu-Young Whang: Trajectory clustering: a partition-and-group framework. SIGMOD Conference 2007: 593-604
- [c201]Xiaoyu Wang, Hongyan Liu, Jiawei Han: Finding frequent items in data streams using hierarchical information. SMC 2007: 431-436
- [c200]Xiaolei Li, Jiawei Han, Jae-Gil Lee, Hector Gonzalez: Traffic Density-Based Discovery of Hot Routes in Road Networks. SSTD 2007: 441-459
- [c199]Wen Jin, Anthony K. H. Tung, Martin Ester, Jiawei Han: On Efficient Processing of Subspace Skyline Queries on High Dimensional Data. SSDBM 2007: 12
- [c198]Xiaolei Li, Jiawei Han: Mining Approximate Top-K Subspace Anomalies in Multi-Dimensional Time-Series Data. VLDB 2007: 447-458
- [c197]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: 794-805
- [c196]Chen Chen, Xifeng Yan, Philip S. Yu, Jiawei Han, Dong-Qing Zhang, Xiaohui Gu: Towards Graph Containment Search and Indexing. VLDB 2007: 926-937
- [c195]Tianyi Wu, Xiaolei Li, Dong Xin, Jiawei Han, Jacob Lee, Ricardo Redder: DataScope: Viewing Database Contents in Google Maps' Way. VLDB 2007: 1314-1317
- [c194]