Jimeng Sun

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine: A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. IEEE Trans. Pattern Anal. Mach. Intell. 35(2): 272-285 (2013)

Sen Wu, Jimeng Sun, Jie Tang: Patent partner recommendation in enterprise social networks. WSDM 2013: 43-52

Jimeng Sun, Jie Tang: Models and algorithms for social influence analysis. WSDM 2013: 775-776

Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi: Real-time analysis for short-term prognosis in intensive care. IBM Journal of Research and Development 56(5): 3 (2012)

Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi: Case-based reasoning in comparative effectiveness research. IBM Journal of Research and Development 56(5): 4 (2012)

David Gotz, Jimeng Sun, Nan Cao: Multifaceted visual analytics for healthcare applications. IBM Journal of Research and Development 56(5): 6 (2012)

Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn: Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries. JAMIA 19(5): 851-858 (2012)

Fei Wang, Jimeng Sun, Shahram Ebadollahi: Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment. Statistical Analysis and Data Mining 5(1): 54-69 (2012)

Jimeng Sun, Fei Wang, Jianying Hu, Shahram Edabollahi: Supervised patient similarity measure of heterogeneous patient records. SIGKDD Explorations 14(1): 16-24 (2012)

Jie Tang, Yuan Zhang, Jimeng Sun, Jinghai Rao, Wenjing Yu, Yiran Chen, Alvis Cheuk M. Fong: Quantitative Study of Individual Emotional States in Social Networks. T. Affective Computing 3(2): 132-144 (2012)

U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: gbase: an efficient analysis platform for large graphs. VLDB J. 21(5): 637-650 (2012)

Fei Wang, Jianying Hu, Jimeng Sun: Medical prognosis based on patient similarity and expert feedback. ICPR 2012: 1799-1802

Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi: Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. KDD 2012: 453-461

Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai: SympGraph: a framework for mining clinical notes through symptom relation graphs. KDD 2012: 1167-1175

Jie Tang, Sen Wu, Jimeng Sun, Hang Su: Cross-domain collaboration recommendation. KDD 2012: 1285-1293

Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun: Latent association analysis of document pairs. KDD 2012: 1415-1423

Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi: SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. SDM 2012: 576-587

U. Kang, Hanghang Tong, Jimeng Sun: Fast Random Walk Graph Kernel. SDM 2012: 828-838

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: Information technology for healthcare transformation. IBM Journal of Research and Development 55(5): 6 (2011)

David Gotz, Jimeng Sun: IEEE VisWeek Workshop on Visual Analytics in Health Care 2010. SIGHIT Record 1(1): 31-32 (2011)

Jimeng Sun, Yan Liu, Jie Tang, Chid Apté: Introduction to Special Issue on Large-Scale Data Mining. TKDD 5(2): 7 (2011)

Yu-Ru Lin, Jimeng Sun, Hari Sundaram, Aisling Kelliher, Paul Castro, Ravi B. Konuru: Community Discovery via Metagraph Factorization. TKDD 5(3): 17 (2011)

Nan Cao, David Gotz, Jimeng Sun, Huamin Qu: DICON: Interactive Visual Analysis of Multidimensional Clusters. IEEE Trans. Vis. Comput. Graph. 17(12): 2581-2590 (2011)

Jimeng Sun, Jie Tang: A Survey of Models and Algorithms for Social Influence Analysis. Social Network Data Analytics 2011: 177-214

Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi: Automatic Group Sparse Coding. AAAI 2011

Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han: Dynamic Social Influence Analysis through Time-Dependent Factor Graphs. ASONAM 2011: 239-246

Noah Lee, Andrew F. Laine, Jianying Hu, Fei Wang, Jimeng Sun, Shahram Ebadollahi: Mining Electronic Medical Records to Explore the Linkage between Healthcare Resource Utilization and Disease Severity in Diabetic Patients. HISB 2011: 250-257

Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu: SolarMap: Multifaceted Visual Analytics for Topic Exploration. ICDM 2011: 101-110

U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos: GBASE: a scalable and general graph management system. KDD 2011: 1091-1099

Fei Wang, Jimeng Sun, Shahram Ebadollahi: Integrating Distance Metrics Learned from Multiple Experts and its Application in Inter-Patient Similarity Assessment. SDM 2011: 59-70

U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong: Centralities in Large Networks: Algorithms and Observations. SDM 2011: 119-130

Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi: iMet: Interactive Metric Learning in Healthcare Applications. SDM 2011: 944-955

Nan Cao, Jimeng Sun, Yu-Ru Lin, David Gotz, Shixia Liu, Huamin Qu: FacetAtlas: Multifaceted Visualization for Rich Text Corpora. IEEE Trans. Vis. Comput. Graph. 16(6): 1172-1181 (2010)

Duo Zhang, Jimeng Sun, ChengXiang Zhai, Abhijit Bose, Nikos Anerousis: PTM: probabilistic topic mapping model for mining parallel document collections. CIKM 2010: 1653-1656

Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn, Shahram Ebadollahi, Yanen Li: Medical Case-based Retrieval by Leveraging Medical Ontology and Physician Feedback: UIUC-IBM at ImageCLEF 2010. CLEF (Notebook Papers/LABs/Workshops) 2010

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi: A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. ICDM 2010: 1061-1066

Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, Jinghai Rao: MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model. ICDM 2010: 1193-1198

Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi: Localized Supervised Metric Learning on Temporal Physiological Data. ICPR 2010: 4149-4152

Liang Xiang, Quan Yuan, Shiwan Zhao, Li Chen, Xiatian Zhang, Qing Yang, Jimeng Sun: Temporal recommendation on graphs via long- and short-term preference fusion. KDD 2010: 723-732

Chenhao Tan, Jie Tang, Jimeng Sun, Quan Lin, Fengjiao Wang: Social action tracking via noise tolerant time-varying factor graphs. KDD 2010: 1049-1058

Yu-Ru Lin, Jimeng Sun, Nan Cao, Shixia Liu: ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering. SDM 2010: 418-429

Asheq Khan, Hani Jamjoom, Jimeng Sun: AIM-HI: A framework for request routing in large-scale IT global service delivery. IBM Journal of Research and Development 53(6): 4 (2009)

Lei Shi, Nan Cao, Shixia Liu, Weihong Qian, Li Tan, Guodong Wang, Jimeng Sun, Ching-Yung Lin: HiMap: Adaptive visualization of large-scale online social networks. PacificVis 2009: 41-48

Ching-Yung Lin, Nan Cao, Shixia Liu, Spiros Papadimitriou, Jimeng Sun, Xifeng Yan: SmallBlue: Social Network Analysis for Expertise Search and Collective Intelligence. ICDE 2009: 1483-1486

Fei Wang, Jimeng Sun, Tao Li, Nikos Anerousis: Two Heads Better Than One: Metric+Active Learning and its Applications for IT Service Classification. ICDM 2009: 1022-1027

Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru, Hari Sundaram, Aisling Kelliher: MetaFac: community discovery via relational hypergraph factorization. KDD 2009: 527-536

Jie Tang, Jimeng Sun, Chi Wang, Zi Yang: Social influence analysis in large-scale networks. KDD 2009: 807-816

Jimeng Sun, Spiros Papadimitriou, Ching-Yung Lin, Nan Cao, Shixia Liu, Weihong Qian: MultiVis: Content-Based Social Network Exploration through Multi-way Visual Analysis. SDM 2009: 1063-1074

Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru, Hari Sundaram, Aisling Kelliher: Extracting community structure through relational hypergraphs. WWW 2009: 1213-1214

Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad: Two heads better than one: pattern discovery in time-evolving multi-aspect data. Data Min. Knowl. Discov. 17(1): 111-128 (2008)

Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos: Less is More: Sparse Graph Mining with Compact Matrix Decomposition. Statistical Analysis and Data Mining 1(1): 6-22 (2008)

Jimeng Sun: Incremental pattern discovery on streams, graphs and tensors. SIGKDD Explorations 10(2): 28-29 (2008)

Dacheng Tao, Mingli Song, Xuelong Li, Jialie Shen, Jimeng Sun, Xindong Wu, Christos Faloutsos, Stephen J. Maybank: Bayesian Tensor Approach for 3-D Face Modeling. IEEE Trans. Circuits Syst. Video Techn. 18(10): 1397-1410 (2008)

Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Incremental tensor analysis: Theory and applications. TKDD 2(3) (2008)

Huiming Qu, Jimeng Sun, Hani Jamjoom: SCOOP: Automated Social Recommendation in Enterprise Process Management. IEEE SCC (1) 2008: 101-108

Christos Boutsidis, Jimeng Sun, Nikos Anerousis: Clustered subset selection and its applications on it service metrics. CIKM 2008: 599-608

Tamara G. Kolda, Jimeng Sun: Scalable Tensor Decompositions for Multi-aspect Data Mining. ICDM 2008: 363-372

Spiros Papadimitriou, Jimeng Sun: DisCo: Distributed Co-clustering with Map-Reduce: A Case Study towards Petabyte-Scale End-to-End Mining. ICDM 2008: 512-521

Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos: Bayesian tensor analysis. IJCNN 2008: 1402-1409

Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos: Colibri: fast mining of large static and dynamic graphs. KDD 2008: 686-694

Jimeng Sun, Charalampos E. Tsourakakis, Evan Hoke, Christos Faloutsos, Tina Eliassi-Rad: Two Heads Better Than One: Pattern Discovery in Time-Evolving Multi-aspect Data. ECML/PKDD (1) 2008: 22

Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu: Hierarchical, Parameter-Free Community Discovery. ECML/PKDD (2) 2008: 170-187

Feifei Li, Jimeng Sun, Spiros Papadimitriou, George A. Mihaila, Ioana Stanoi: Hiding in the Crowd: Privacy Preservation on Evolving Streams through Correlation Tracking. ICDE 2007: 686-695

Dacheng Tao, Jimeng Sun, Xindong Wu, Xuelong Li, Jialie Shen, Stephen J. Maybank, Christos Faloutsos: Probabilistic Tensor Analysis with Akaike and Bayesian Information Criteria. ICONIP (1) 2007: 791-801

Xing Wei, Jimeng Sun, Xuerui Wang: Dynamic Mixture Models for Multiple Time-Series. IJCAI 2007: 2909-2914

Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu: GraphScope: parameter-free mining of large time-evolving graphs. KDD 2007: 687-696

Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos: Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM 2007

Christos Faloutsos, Tamara G. Kolda, Jimeng Sun: Mining large graphs and streams using matrix and tensor tools. SIGMOD Conference 2007: 1174

Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos: Dimensionality Reduction and Forecasting on Streams. Data Streams - Models and Algorithms 2007: 261-288

Jimeng Sun, Yufei Tao, Dimitris Papadias, George Kollios: Spatio-temporal join selectivity. Inf. Syst. 31(8): 793-813 (2006)

Evan Hoke, Jimeng Sun, John D. Strunk, Gregory R. Ganger, Christos Faloutsos: InteMon: continuous mining of sensor data in large-scale self-infrastructures. Operating Systems Review 40(3): 38-44 (2006)

Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos: Intelligent system monitoring on large clusters. DMSN 2006: 47-52

Spiros Papadimitriou, Jimeng Sun, Philip S. Yu: Local Correlation Tracking in Time Series. ICDM 2006: 456-465

Jimeng Sun, Spiros Papadimitriou, Philip S. Yu: Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams. ICDM 2006: 1076-1080

Jimeng Sun, Dacheng Tao, Christos Faloutsos: Beyond streams and graphs: dynamic tensor analysis. KDD 2006: 374-383

Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Distributed Pattern Discovery in Multiple Streams. PAKDD 2006: 713-718

Evan Hoke, Jimeng Sun, Christos Faloutsos: InteMon: Intelligent System Monitoring on Large Clusters. VLDB 2006: 1239-1242

Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Relevance search and anomaly detection in bipartite graphs. SIGKDD Explorations 7(2): 48-55 (2005)

Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Online Latent Variable Detection in Sensor Networks. ICDE 2005: 1126-1127

Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM 2005: 418-425

Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos: Streaming Pattern Discovery in Multiple Time-Series. VLDB 2005: 697-708

Jimeng Sun, Dimitris Papadias, Yufei Tao, Bin Liu: Querying about the Past, the Present, and the Future in Spatio-Temporal. ICDE 2004: 202-213

Yufei Tao, Jimeng Sun, Dimitris Papadias: Analysis of predictive spatio-temporal queries. ACM Trans. Database Syst. 28(4): 295-336 (2003)

Yufei Tao, Jimeng Sun, Dimitris Papadias: Selectivity Estimation for Predictive Spatio-Temporal Queries. ICDE 2003: 417-428

Yufei Tao, Dimitris Papadias, Jimeng Sun: The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries. VLDB 2003: 790-801

Dimitris Papadias, Yufei Tao, Jun Zhang, Nikos Mamoulis, Qiongmao Shen, Jimeng Sun: Indexing and Retrieval of Historical Aggregate Information about Moving Objects. IEEE Data Eng. Bull. 25(2): 10-17 (2002)