2013
86A Framework for Mining Signatures from Event Sequences and Its Applications in Healthcare Data. Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi, Andrew F. Laine. IEEE Trans. Pattern Anal. Mach. Intell. (35): 272-285 (2013). Web SearchBibTeXDownload
85Patent partner recommendation in enterprise social networks. Sen Wu, Jimeng Sun, Jie Tang. WSDM 2013, 43-52. Web SearchBibTeXDownload
84Models and algorithms for social influence analysis. Jimeng Sun, Jie Tang. WSDM 2013, 775-776. Web SearchBibTeXDownload
2012
83Real-time analysis for short-term prognosis in intensive care. Daby M. Sow, Jimeng Sun, Alain Biem, Jianying Hu, Marion Blount, Shahram Ebadollahi. IBM Journal of Research and Development (56): 3 (2012). Web SearchBibTeXDownload
82Multifaceted visual analytics for healthcare applications. David Gotz, Jimeng Sun, Nan Cao. IBM Journal of Research and Development (56): 6 (2012). Web SearchBibTeXDownload
81Case-based reasoning in comparative effectiveness research. Marianthi Markatou, Prabani Kuruppumullage Don, Jianying Hu, Fei Wang, Jimeng Sun, Robert Sorrentino, Shahram Ebadollahi. IBM Journal of Research and Development (56): 4 (2012). Web SearchBibTeXDownload
80Medical prognosis based on patient similarity and expert feedback. Fei Wang, Jianying Hu, Jimeng Sun. ICPR 2012, 1799-1802. Web SearchBibTeXDownload
79Leveraging medical thesauri and physician feedback for improving medical literature retrieval for case queries. Parikshit Sondhi, Jimeng Sun, ChengXiang Zhai, Robert Sorrentino, Martin S. Kohn. JAMIA (19): 851-858 (2012). Web SearchBibTeXDownload
78SympGraph: a framework for mining clinical notes through symptom relation graphs. Parikshit Sondhi, Jimeng Sun, Hanghang Tong, ChengXiang Zhai. KDD 2012, 1167-1175. Web SearchBibTeXDownload
77Latent association analysis of document pairs. Gengxin Miao, Ziyu Guan, Louise E. Moser, Xifeng Yan, Shu Tao, Nikos Anerousis, Jimeng Sun. KDD 2012, 1415-1423. Web SearchBibTeXDownload
76Towards heterogeneous temporal clinical event pattern discovery: a convolutional approach. Fei Wang, Noah Lee, Jianying Hu, Jimeng Sun, Shahram Ebadollahi. KDD 2012, 453-461. Web SearchBibTeXDownload
75Cross-domain collaboration recommendation. Jie Tang, Sen Wu, Jimeng Sun, Hang Su. KDD 2012, 1285-1293. Web SearchBibTeXDownload
74SOR: Scalable Orthogonal Regression for Low-Redundancy Feature Selection and its Healthcare Applications. Dijun Luo, Fei Wang, Jimeng Sun, Marianthi Markatou, Jianying Hu, Shahram Ebadollahi. SDM 2012, 576-587. Web SearchBibTeXDownload
73Fast Random Walk Graph Kernel. U. Kang, Hanghang Tong, Jimeng Sun. SDM 2012, 828-838. Web SearchBibTeXDownload
72Supervised patient similarity measure of heterogeneous patient records. Jimeng Sun, Fei Wang, Jianying Hu, Shahram Edabollahi. SIGKDD Explorations (14): 16-24 (2012). Web SearchBibTeXDownload
71Composite distance metric integration by leveraging multiple experts' inputs and its application in patient similarity assessment. Fei Wang, Jimeng Sun, Shahram Ebadollahi. Statistical Analysis and Data Mining (5): 54-69 (2012). Web SearchBibTeXDownload
70Quantitative Study of Individual Emotional States in Social Networks. Jie Tang, Yuan Zhang, Jimeng Sun, Jinghai Rao, Wenjing Yu, Yiran Chen, Alvis Cheuk M. Fong. T. Affective Computing (3): 132-144 (2012). Web SearchBibTeXDownload
69gbase: an efficient analysis platform for large graphs. U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos. VLDB J. (21): 637-650 (2012). Web SearchBibTeXDownload
2011
68Automatic Group Sparse Coding. Fei Wang, Noah Lee, Jimeng Sun, Jianying Hu, Shahram Ebadollahi. AAAI 2011. Web SearchBibTeXDownload
67Dynamic Social Influence Analysis through Time-Dependent Factor Graphs. Chi Wang, Jie Tang, Jimeng Sun, Jiawei Han. ASONAM 2011, 239-246. Web SearchBibTeXDownload
66Mining 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
65Information 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
64SolarMap: Multifaceted Visual Analytics for Topic Exploration. Nan Cao, David Gotz, Jimeng Sun, Yu-Ru Lin, Huamin Qu. ICDM 2011, 101-110. Web SearchBibTeXDownload
63DICON: 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
62GBASE: a scalable and general graph management system. U. Kang, Hanghang Tong, Jimeng Sun, Ching-Yung Lin, Christos Faloutsos. KDD 2011, 1091-1099. Web SearchBibTeXDownload
61iMet: Interactive Metric Learning in Healthcare Applications. Fei Wang, Jimeng Sun, Jianying Hu, Shahram Ebadollahi. SDM 2011, 944-955. Web SearchBibTeXDownload
60Centralities in Large Networks: Algorithms and Observations. U. Kang, Spiros Papadimitriou, Jimeng Sun, Hanghang Tong. SDM 2011, 119-130. Web SearchBibTeXDownload
59Integrating 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
58IEEE VisWeek Workshop on Visual Analytics in Health Care 2010. David Gotz, Jimeng Sun. SIGHIT Record (1): 31-32 (2011). Web SearchBibTeXDownload
57A Survey of Models and Algorithms for Social Influence Analysis. Jimeng Sun, Jie Tang. Social Network Data Analytics 2011, 177-214. Web SearchBibTeXDownload
56Introduction to Special Issue on Large-Scale Data Mining. Jimeng Sun, Yan Liu, Jie Tang, Chid Apté. TKDD (5): 7 (2011). Web SearchBibTeXDownload
55Community Discovery via Metagraph Factorization. Yu-Ru Lin, Jimeng Sun, Hari Sundaram, Aisling Kelliher, Paul Castro, Ravi B. Konuru. TKDD (5): 17 (2011). Web SearchBibTeXDownload
2010
54PTM: 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
53Medical 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
52A System for Mining Temporal Physiological Data Streams for Advanced Prognostic Decision Support. Jimeng Sun, Daby M. Sow, Jianying Hu, Shahram Ebadollahi. ICDM 2010, 1061-1066. Web SearchBibTeXDownload
51MoodCast: Emotion Prediction via Dynamic Continuous Factor Graph Model. Yuan Zhang, Jie Tang, Jimeng Sun, Yiran Chen, Jinghai Rao. ICDM 2010, 1193-1198. Web SearchBibTeXDownload
50Localized Supervised Metric Learning on Temporal Physiological Data. Jimeng Sun, Daby Sow, Jianying Hu, Shahram Ebadollahi. ICPR 2010, 4149-4152. Web SearchBibTeXDownload
49FacetAtlas: 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
48Social 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
47Temporal 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
46ContexTour: Contextual Contour Analysis on Dynamic Multi-relational Clustering. Yu-Ru Lin, Jimeng Sun, Nan Cao, Shixia Liu. SDM 2010, 418-429. Web SearchBibTeXDownload
2009
45AIM-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
44SmallBlue: 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
43Two 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
42Social influence analysis in large-scale networks. Jie Tang, Jimeng Sun, Chi Wang, Zi Yang. KDD 2009, 807-816. Web SearchBibTeXDownload
41MetaFac: 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
40HiMap: 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
39MultiVis: 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
38Extracting 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
37Clustered subset selection and its applications on it service metrics. Christos Boutsidis, Jimeng Sun, Nikos Anerousis. CIKM 2008, 599-608. Web SearchBibTeXDownload
36Two 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
35Two 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
34Hierarchical, Parameter-Free Community Discovery. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu. ECML/PKDD (2) 2008, 170-187. Cited by 3Web SearchBibTeXDownload
33Scalable Tensor Decompositions for Multi-aspect Data Mining. Tamara G. Kolda, Jimeng Sun. ICDM 2008, 363-372. Web SearchBibTeXDownload
32DisCo: 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
31SCOOP: Automated Social Recommendation in Enterprise Process Management. Huiming Qu, Jimeng Sun, Hani Jamjoom. IEEE SCC (1) 2008, 101-108. Web SearchBibTeXDownload
30Bayesian 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
29Bayesian 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
28Colibri: 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
27Incremental pattern discovery on streams, graphs and tensors. Jimeng Sun. SIGKDD Explorations (10): 28-29 (2008). Web SearchBibTeXDownload
26Less 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
25Incremental tensor analysis: Theory and applications. Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos. TKDD (2) (2008). Cited by 15Web SearchBibTeXDownload
2007
24Dimensionality Reduction and Forecasting on Streams. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos. Data Streams - Models and Algorithms 2007, 261-288. Web SearchBibTeXDownload
23Hiding 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
22Probabilistic 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
21Dynamic Mixture Models for Multiple Time-Series. Xing Wei, Jimeng Sun, Xuerui Wang. IJCAI 2007, 2909-2914. Web SearchBibTeXDownload
20GraphScope: 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
19Less is More: Compact Matrix Decomposition for Large Sparse Graphs. Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos. SDM 2007. Cited by 24Web SearchBibTeXDownload
18Mining 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
17Intelligent 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
16Window-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
15Local Correlation Tracking in Time Series. Spiros Papadimitriou, Jimeng Sun, Philip S. Yu. ICDM 2006, 456-465. Cited by 16Web SearchBibTeXDownload
14Spatio-temporal join selectivity. Jimeng Sun, Yufei Tao, Dimitris Papadias, George Kollios. Inf. Syst. (31): 793-813 (2006). Cited by 7Web SearchBibTeXDownload
13Beyond streams and graphs: dynamic tensor analysis. Jimeng Sun, Dacheng Tao, Christos Faloutsos. KDD 2006, 374-383. Cited by 62Web SearchBibTeXDownload
12InteMon: 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
11Distributed Pattern Discovery in Multiple Streams. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos. PAKDD 2006, 713-718. Cited by 7Web SearchBibTeXDownload
10InteMon: Intelligent System Monitoring on Large Clusters. Evan Hoke, Jimeng Sun, Christos Faloutsos. VLDB 2006, 1239-1242. Cited by 7Web SearchBibTeXDownload
2005
9Online Latent Variable Detection in Sensor Networks. Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos. ICDE 2005, 1126-1127. Cited by 5Web SearchBibTeXDownload
8Neighborhood Formation and Anomaly Detection in Bipartite Graphs. Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos. ICDM 2005, 418-425. Cited by 45Web SearchBibTeXDownload
7Relevance 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
6Streaming Pattern Discovery in Multiple Time-Series. Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos. VLDB 2005, 697-708. Cited by 97Web SearchBibTeXDownload
2004
5Querying 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
4Analysis of predictive spatio-temporal queries. Yufei Tao, Jimeng Sun, Dimitris Papadias. ACM Trans. Database Syst. (28): 295-336 (2003). Cited by 33Web SearchBibTeXDownload
3Selectivity Estimation for Predictive Spatio-Temporal Queries. Yufei Tao, Jimeng Sun, Dimitris Papadias. ICDE 2003, 417-428. Cited by 61Web SearchBibTeXDownload
2The 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
1Indexing 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
from DBLP and Google Scholar
References
1. ^ KDD 2008: Sessions - Retrieved 2009-11-21 - details
2. ^ KDD 2008: Research Track Program Committee - Retrieved 2009-11-21 - details
3. ^ IJCAI-07 - List of Papers - Retrieved 2012-02-09 - details
4. ^ Computer Science Colloquium - Retrieved 2010-12-09 - details
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