2009 | ||
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43 | 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 | |
42 | 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 | |
41 | 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 | |
40 | Jie Tang, Jimeng Sun, Chi Wang, Zi Yang: Social influence analysis in large-scale networks. KDD 2009: 807-816 | |
39 | 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 | |
38 | 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 | |
37 | Yu-Ru Lin, Jimeng Sun, Paul Castro, Ravi B. Konuru, Hari Sundaram, Aisling Kelliher: Extracting community structure through relational hypergraphs. WWW 2009: 1213-1214 | |
2008 | ||
36 | Christos Boutsidis, Jimeng Sun, Nikos Anerousis: Clustered subset selection and its applications on it service metrics. CIKM 2008: 599-608 | |
35 | 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 | |
34 | Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos, Philip S. Yu: Hierarchical, Parameter-Free Community Discovery. ECML/PKDD (2) 2008: 170-187 | |
33 | Tamara G. Kolda, Jimeng Sun: Scalable Tensor Decompositions for Multi-aspect Data Mining. ICDM 2008: 363-372 | |
32 | 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 | |
31 | Huiming Qu, Jimeng Sun, Hani Jamjoom: SCOOP: Automated Social Recommendation in Enterprise Process Management. IEEE SCC (1) 2008: 101-108 | |
30 | Dacheng Tao, Jimeng Sun, Jialie Shen, Xindong Wu, Xuelong Li, Stephen J. Maybank, Christos Faloutsos: Bayesian tensor analysis. IJCNN 2008: 1402-1409 | |
29 | Hanghang Tong, Spiros Papadimitriou, Jimeng Sun, Philip S. Yu, Christos Faloutsos: Colibri: fast mining of large static and dynamic graphs. KDD 2008: 686-694 | |
28 | 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) | |
27 | 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) | |
26 | Jimeng Sun: Incremental pattern discovery on streams, graphs and tensors. SIGKDD Explorations 10(2): 28-29 (2008) | |
25 | 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) | |
24 | Jimeng Sun, Dacheng Tao, Spiros Papadimitriou, Philip S. Yu, Christos Faloutsos: Incremental tensor analysis: Theory and applications. TKDD 2(3): (2008) | |
2007 | ||
23 | 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 | |
22 | 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 | |
21 | Xing Wei, Jimeng Sun, Xuerui Wang: Dynamic Mixture Models for Multiple Time-Series. IJCAI 2007: 2909-2914 | |
20 | Jimeng Sun, Christos Faloutsos, Spiros Papadimitriou, Philip S. Yu: GraphScope: parameter-free mining of large time-evolving graphs. KDD 2007: 687-696 | |
19 | Jimeng Sun, Yinglian Xie, Hui Zhang, Christos Faloutsos: Less is More: Compact Matrix Decomposition for Large Sparse Graphs. SDM 2007 | |
18 | Christos Faloutsos, Tamara G. Kolda, Jimeng Sun: Mining large graphs and streams using matrix and tensor tools. SIGMOD Conference 2007: 1174 | |
2006 | ||
17 | Jimeng Sun, Evan Hoke, John D. Strunk, Gregory R. Ganger, Christos Faloutsos: Intelligent system monitoring on large clusters. DMSN 2006: 47-52 | |
16 | Jimeng Sun, Spiros Papadimitriou, Philip S. Yu: Window-based Tensor Analysis on High-dimensional and Multi-aspect Streams. ICDM 2006: 1076-1080 | |
15 | Spiros Papadimitriou, Jimeng Sun, Philip S. Yu: Local Correlation Tracking in Time Series. ICDM 2006: 456-465 | |
14 | Jimeng Sun, Dacheng Tao, Christos Faloutsos: Beyond streams and graphs: dynamic tensor analysis. KDD 2006: 374-383 | |
13 | Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Distributed Pattern Discovery in Multiple Streams. PAKDD 2006: 713-718 | |
12 | Evan Hoke, Jimeng Sun, Christos Faloutsos: InteMon: Intelligent System Monitoring on Large Clusters. VLDB 2006: 1239-1242 | |
11 | Jimeng Sun, Yufei Tao, Dimitris Papadias, George Kollios: Spatio-temporal join selectivity. Inf. Syst. 31(8): 793-813 (2006) | |
10 | 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) | |
2005 | ||
9 | Jimeng Sun, Spiros Papadimitriou, Christos Faloutsos: Online Latent Variable Detection in Sensor Networks. ICDE 2005: 1126-1127 | |
8 | Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Neighborhood Formation and Anomaly Detection in Bipartite Graphs. ICDM 2005: 418-425 | |
7 | Spiros Papadimitriou, Jimeng Sun, Christos Faloutsos: Streaming Pattern Discovery in Multiple Time-Series. VLDB 2005: 697-708 | |
6 | Jimeng Sun, Huiming Qu, Deepayan Chakrabarti, Christos Faloutsos: Relevance search and anomaly detection in bipartite graphs. SIGKDD Explorations 7(2): 48-55 (2005) | |
2004 | ||
5 | Jimeng Sun, Dimitris Papadias, Yufei Tao, Bin Liu: Querying about the Past, the Present, and the Future in Spatio-Temporal. ICDE 2004: 202-213 | |
2003 | ||
4 | Yufei Tao, Jimeng Sun, Dimitris Papadias: Selectivity Estimation for Predictive Spatio-Temporal Queries. ICDE 2003: 417-428 | |
3 | Yufei Tao, Dimitris Papadias, Jimeng Sun: The TPR*-Tree: An Optimized Spatio-Temporal Access Method for Predictive Queries. VLDB 2003: 790-801 | |
2 | Yufei Tao, Jimeng Sun, Dimitris Papadias: Analysis of predictive spatio-temporal queries. ACM Trans. Database Syst. 28(4): 295-336 (2003) | |
2002 | ||
1 | 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) |