| 2011 |
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| 67 | Automatic Group Sparse Coding. Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi. AAAI 2011. Web SearchBibTeXDownload |
| 66 | Dynamic Social Influence Analysis through Time-Dependent Factor Graphs. Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han. ASONAM 2011, 239-246. Web SearchBibTeXDownload |
| 65 | Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi. HISB 2011, 250-257. Web SearchBibTeXDownload |
| 64 | Information technology for healthcare transformation. Joseph P. Bigus, Murray Campbell, Boaz Carmeli, Melissa Cefkin, Henry Chang, Ching-Hua Chen-Ritzo, William F. Cody, Shahram Ebadollahi, Alexandre V. Evfimievski, Ariel Farkash, Susanne Glissmann, David Gotz, Tyrone Grandison, Daniel Gruhl, Peter J. Haas, Mark J. H. Hsiao, Pei-Yun Sabrina Hsueh, Jianying Hu, Joseph M. Jasinski, James H. Kaufman, Cheryl A. Kieliszewski, Martin S. Kohn, Sarah E. Knoop, Paul P. Maglio, Ronald L. Mak, Haim Nelken, Chalapathy Neti, Hani Neuvirth, Yue Pan, Yardena Peres, Sreeram Ramakrishnan, Michal Rosen-Zvi, Sondra R. Renly, Pat Selinger, Amnon Shabo, Robert Sorrentino, Jimeng Sun, Tanveer Fathima Syeda-Mahmood, Wang-Chiew Tan, Ying Y. Y. Tao, Reza Yaesoubi, Xinxin Zhu. IBM Journal of Research and Development (55): 6 (2011). Web SearchBibTeXDownload |
| 63 | SolarMap: Multifaceted Visual Analytics for Topic Exploration. Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu. ICDM 2011, 101-110. Web SearchBibTeXDownload |
| 62 | DICON: Interactive Visual Analysis of Multidimensional Clusters. Nan Cao, David Gotz, Jimeng Sun, Huamin Qu. IEEE Trans. Vis. Comput. Graph. (17): 2581-2590 (2011). Web SearchBibTeXDownload |
| 61 | GBASE: a scalable and general graph management system. U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos. KDD 2011, 1091-1099. Web SearchBibTeXDownload |
| 60 | Centralities in Large Networks: Algorithms and Observations. U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong. SDM 2011, 119-130. Web SearchBibTeXDownload |
| 59 | Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. Fei Wang, Jimeng Sun, Shahram Ebadollahi. SDM 2011, 59-70. Web SearchBibTeXDownload |
| 58 | iMet: Interactive Metric Learning in Healthcare Applications. Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi. SDM 2011, 944-955. Web SearchBibTeXDownload |
| 57 | IEEE VisWeek Workshop on Visual Analytics in Health Care 2010. David Gotz, Jimeng Sun. SIGHIT Record (1): 31-32 (2011). Web SearchBibTeXDownload |
| 56 | Community Discovery via Metagraph Factorization. Yu-Ru Lin, Jimeng Sun, Hari Sundaram, Aisling Kelliher, Paul Castro, Ravi B. Konuru. TKDD (5): 17 (2011). Web SearchBibTeXDownload |
| 55 | Introduction to Special Issue on Large-Scale Data Mining. Jimeng Sun, Yan Liu, Jie Tang, Chid Apté. TKDD (5): 7 (2011). Web SearchBibTeXDownload |
| 2010 |
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| 54 | PTM: probabilistic topic mapping model for mining parallel document collections. Duo Zhang, Jimeng Sun, ChengXiang Zhai, Abhijit Bose, Nikos Anerousis. CIKM 2010, 1653-1656. Web SearchBibTeXDownload |
| 53 | Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li. CLEF (Notebook Papers/LABs/Workshops) 2010. Web SearchBibTeXDownload |
| 52 | MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model. Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, Jinghai Rao. ICDM 2010, 1193-1198. Web SearchBibTeXDownload |
| 51 | A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. Jimeng Sun, Daby Sow, Jianying Hu, Shahram Ebadollahi. ICDM 2010, 1061-1066. Web SearchBibTeXDownload |
| 50 | Localized Supervised Metric Learning on Temporal Physiological Data. Jimeng Sun, Daby Sow, Jianying Hu, Shahram Ebadollahi. ICPR 2010, 4149-4152. Web SearchBibTeXDownload |
| 49 | FacetAtlas: Multifaceted Visualization for Rich Text Corpora. Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu. IEEE Trans. Vis. Comput. Graph. (16): 1172-1181 (2010). Web SearchBibTeXDownload |
| 48 | Temporal recommendation on graphs via long- and short-term preference fusion. Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun. KDD 2010, 723-732. Web SearchBibTeXDownload |
| 47 | Social action tracking via noise tolerant time-varying factor graphs. Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, Fengjiao Wang. KDD 2010, 1049-1058. Web SearchBibTeXDownload |
| 46 | ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering. Yu-Ru Lin, Jimeng Sun, Nan Cao, Shixia Liu. SDM 2010, 418-429. Web SearchBibTeXDownload |
| 2009 |
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| 45 | AIM-HI: A framework for request routing in large-scale IT global service delivery. Asheq Khan, Hani Jamjoom, Jimeng Sun. IBM Journal of Research and Development (53): 4 (2009). Web SearchBibTeXDownload |
| 44 | SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence. Ching-Yung Lin, Nan Cao, Shixia Liu, Spiros Papadimitriou, Jimeng Sun, Xifeng Yan. ICDE 2009, 1483-1486. Cited by 1Web SearchBibTeXDownload |
| 43 | Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification. Fei Wang, Jimeng Sun, Tao Li, Nikos Anerousis. ICDM 2009, 1022-1027. Web SearchBibTeXDownload |
| 42 | Social influence analysis in large-scale networks. Jie Tang, Jimeng Sun, Chi Wang, Zi Yang. KDD 2009, 807-816. Web SearchBibTeXDownload |
| 41 | MetaFac: community discovery via relational hypergraph factorization. Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru, Hari Sundaram, Aisling Kelliher. KDD 2009, 527-536. Web SearchBibTeXDownload |
| 40 | HiMap: Adaptive visualization of large-scale online social networks. Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun, Ching-Yung Lin. PacificVis 2009, 41-48. Web SearchBibTeXDownload |
| 39 | MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis. Jimeng Sun, Spiros Papadimitriou, Ching-Yung Lin, Nan Cao, Shixia Liu, Weihong Qian. SDM 2009, 1063-1074. Web SearchBibTeXDownload |
| 38 | Extracting community structure through relational hypergraphs. Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru, Hari Sundaram, Aisling Kelliher. WWW 2009, 1213-1214. Web SearchBibTeXDownload |
| 2008 |
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| 37 | Clustered subset selection and its applications on it service metrics. Christos Boutsidis, Jimeng Sun, Nikos Anerousis. CIKM 2008, 599-608. Web SearchBibTeXDownload |
| 36 | Two heads better than one: pattern discovery in time-evolving multi-aspect data. Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad. Data Min. Knowl. Discov. (17): 111-128 (2008). Web SearchBibTeXDownload |
| 35 | Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data. Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad. ECML/PKDD (1) 2008, 22. Cited by 2Web SearchBibTeXDownload |
| 34 | Hierarchical, Parameter-Free Community Discovery. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu. ECML/PKDD (2) 2008, 170-187. Cited by 3Web SearchBibTeXDownload |
| 33 | Scalable Tensor Decompositions for Multi-aspect Data Mining. Tamara G. Kolda, Jimeng Sun. ICDM 2008, 363-372. Web SearchBibTeXDownload |
| 32 | DisCo: Distributed Co-clustering with Map-Reduce: A Case Study towards Petabyte-Scale End-to-End Mining. Spiros Papadimitriou, Jimeng Sun. ICDM 2008, 512-521. Cited by 2Web SearchBibTeXDownload |
| 31 | SCOOP: Automated Social Recommendation in Enterprise Process Management. Huiming Qu, Jimeng Sun, Hani Jamjoom. IEEE SCC (1) 2008, 101-108. Web SearchBibTeXDownload |
| 30 | Bayesian Tensor Approach for 3-D Face Modeling. Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank. IEEE Trans. Circuits Syst. Video Techn. (18): 1397-1410 (2008). Cited by 17Web SearchBibTeXDownload |
| 29 | Bayesian tensor analysis. Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos. IJCNN 2008, 1402-1409. Cited by 5Web SearchBibTeXDownload |
| 28 | Colibri: fast mining of large static and dynamic graphs. Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos. KDD 2008, 686-694. Cited by 5Web SearchBibTeXDownload |
| 27 | Incremental pattern discovery on streams, graphs and tensors. Jimeng Sun. SIGKDD Explorations (10): 28-29 (2008). Web SearchBibTeXDownload |
| 26 | Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos. Statistical Analysis and Data Mining (1): 6-22 (2008). Cited by 8Web SearchBibTeXDownload |
| 25 | Incremental tensor analysis: Theory and applications. Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos. TKDD (2) (2008). Cited by 15Web SearchBibTeXDownload |
| 2007 |
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| 24 | Dimensionality Reduction and Forecasting on Streams. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos. Data Streams - Models and Algorithms 2007, 261-288. Web SearchBibTeXDownload |
| 23 | Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking. Feifei Li, Jimeng Sun, Spiros Papadimitriou, George A. Mihaila, Ioana Stanoi. ICDE 2007, 686-695. Cited by 18Web SearchBibTeXDownload |
| 22 | Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos. ICONIP (1) 2007, 791-801. Cited by 4Web SearchBibTeXDownload |
| 21 | Dynamic Mixture Models for Multiple Time-Series. Xing Wei, Jimeng Sun, Xuerui Wang. IJCAI 2007, 2909-2914. Web SearchBibTeXDownload |
| 20 | GraphScope: parameter-free mining of large time-evolving graphs. Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu. KDD 2007, 687-696. Cited by 55Web SearchBibTeXDownload |
| 19 | Less is More: Compact Matrix Decomposition for Large Sparse Graphs. Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos. SDM 2007. Cited by 24Web SearchBibTeXDownload |
| 18 | Mining large graphs and streams using matrix and tensor tools. Christos Faloutsos, Tamara G. Kolda, Jimeng Sun. SIGMOD Conference 2007, 1174. Cited by 2Web SearchBibTeXDownload |
| 2006 |
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| 17 | Intelligent system monitoring on large clusters. Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos. DMSN 2006, 47-52. Cited by 1Web SearchBibTeXDownload |
| 16 | Local Correlation Tracking in Time Series. Spiros Papadimitriou, Jimeng Sun, Philip S. Yu. ICDM 2006, 456-465. Cited by 16Web SearchBibTeXDownload |
| 15 | Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams. Jimeng Sun, Spiros Papadimitriou, Philip S. Yu. ICDM 2006, 1076-1080. Cited by 14Web SearchBibTeXDownload |
| 14 | Spatio-temporal join selectivity. Jimeng Sun, Yufei Tao, Dimitris Papadias, George Kollios. Inf. Syst. (31): 793-813 (2006). Cited by 7Web SearchBibTeXDownload |
| 13 | Beyond streams and graphs: dynamic tensor analysis. Jimeng Sun, Dacheng Tao, Christos Faloutsos. KDD 2006, 374-383. Cited by 62Web SearchBibTeXDownload |
| 12 | InteMon: continuous mining of sensor data in large-scale self-infrastructures. Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos. Operating Systems Review (40): 38-44 (2006). Cited by 6Web SearchBibTeXDownload |
| 11 | Distributed Pattern Discovery in Multiple Streams. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos. PAKDD 2006, 713-718. Cited by 7Web SearchBibTeXDownload |
| 10 | InteMon: Intelligent System Monitoring on Large Clusters. Evan Hoke, Jimeng Sun, Christos Faloutsos. VLDB 2006, 1239-1242. Cited by 7Web SearchBibTeXDownload |
| 2005 |
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| 9 | Online Latent Variable Detection in Sensor Networks. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos. ICDE 2005, 1126-1127. Cited by 5Web SearchBibTeXDownload |
| 8 | Neighborhood Formation and Anomaly Detection in Bipartite Graphs. Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos. ICDM 2005, 418-425. Cited by 45Web SearchBibTeXDownload |
| 7 | Relevance search and anomaly detection in bipartite graphs. Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos. SIGKDD Explorations (7): 48-55 (2005). Cited by 25Web SearchBibTeXDownload |
| 6 | Streaming Pattern Discovery in Multiple Time-Series. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos. VLDB 2005, 697-708. Cited by 97Web SearchBibTeXDownload |
| 2004 |
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| 5 | Querying about the Past, the Present, and the Future in Spatio-Temporal. Jimeng Sun, Dimitris Papadias, Yufei Tao, Bin Liu. ICDE 2004, 202-213. Cited by 55Web SearchBibTeXDownload |
| 2003 |
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| 4 | Analysis of predictive spatio-temporal queries. Yufei Tao, Jimeng Sun, Dimitris Papadias. ACM Trans. Database Syst. (28): 295-336 (2003). Cited by 33Web SearchBibTeXDownload |
| 3 | Selectivity Estimation for Predictive Spatio-Temporal Queries. Yufei Tao, Jimeng Sun, Dimitris Papadias. ICDE 2003, 417-428. Cited by 61Web SearchBibTeXDownload |
| 2 | The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries. Yufei Tao, Dimitris Papadias, Jimeng Sun. VLDB 2003, 790-801. Cited by 259Web SearchBibTeXDownload |
| 2002 |
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| 1 | Indexing and Retrieval of Historical Aggregate Information about Moving Objects. Dimitris Papadias, Yufei Tao, Jun Zhang, Nikos Mamoulis, Qiongmao Shen, Jimeng Sun. IEEE Data Eng. Bull. (25): 10-17 (2002). Cited by 16Web SearchBibTeXDownload |
