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Jimeng Sun

Professor

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  • 2010

    A system for mining temporal physiological data streams for advanced prognostic decision support

    Sun, J., Sow, D., Hu, J. & Ebadollahi, S., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1061-1066 6 p. 5694085. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Community evolution and change point detection in time-evolving graphs

    Sun, J., Papadimitriou, S., Allen, G. D. & Faloutsos, C., 2010, Link Mining: Models, Algorithms, and Applications. Springer, Vol. 9781441965158. p. 73-104 32 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • ContexTour: Contextual contour visual analysis on dynamic multi-relational clustering

    Lin, Y. R., Sun, J., Cao, N. & Liu, S., 2010, p. 418-429. 12 p.

    Research output: Contribution to conference › Paper › peer-review

  • DiseaseAtlas: Multi-facet visual analytics for online disease articles

    Sun, J., Gotz, D. & Cao, N., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 1123-1126 4 p. 5627103. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • FacetAtlas: Multifaceted visualization for rich text corpora

    Cao, N., Sun, J., Lin, Y. R., Gotz, D., Liu, S. & Qu, H., Nov 12 2010, In: IEEE Transactions on Visualization and Computer Graphics. 16, 6, p. 1172-1181 10 p., 5613456.

    Research output: Contribution to journal › Article › peer-review

  • Localized supervised metric learning on temporal physiological data

    Sun, J., Sow, D., Hu, J. & Ebadollahi, S., Nov 18 2010, Proceedings - 2010 20th International Conference on Pattern Recognition, ICPR 2010. p. 4149-4152 4 p. 5597728. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Medical case-based retrieval by leveraging medical ontology and physician feedback: UIUC-IBM at ImageCLEF 2010

    Sondhi, P., Sun, J., Zhai, C., Sorrentino, R., Kohn, M. S., Ebadollahi, S. & Li, Y., 2010, In: CEUR Workshop Proceedings. 1176

    Research output: Contribution to journal › Conference article › peer-review

  • MoodCast: Emotion prediction via dynamic continuous factor graph model

    Zhang, Y., Tang, J., Sun, J., Chen, Y. & Rao, J., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1193-1198 6 p. 5694107. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Predicting Patient's Trajectory of Physiological Data using Temporal Trends in Similar Patients: A System for Near-Term Prognostics

    Ebadollahi, S., Sun, J., Gotz, D., Hu, J., Sow, D. & Neti, C., 2010, In: AMIA ... Annual Symposium proceedings / AMIA Symposium. AMIA Symposium. 2010, p. 192-196 5 p.

    Research output: Contribution to journal › Article › peer-review

  • PTM: Probabilistic topic mapping model for mining parallel document collections

    Zhang, D., Sun, J., Zhai, C., Bose, A. & Anerousis, N., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 1653-1656 4 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Real-time prognosis of ICU physiological data streams

    Sow, D., Biem, A., Sun, J., Hu, J. & Ebadollahi, S., 2010, 2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10. p. 6785-6788 4 p. 5625983. (2010 Annual International Conference of the IEEE Engineering in Medicine and Biology Society, EMBC'10).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social action tracking via Noise Tolerant Time-varying Factor Graphs

    Tan, C., Tang, J., Sun, J., Lin, Q. & Wang, F., Sep 7 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 1049-1058 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Temporal recommendation on graphs via long- and short-term preference fusion

    Xiang, L., Yuan, Q., Zhao, S., Chen, L., Zhang, X., Yang, Q. & Sun, J., Sep 7 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 723-731 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2009

    AIM-HI: A framework for request routing in large-scale IT global service delivery

    Khan, A., Jamjoom, H. & Sun, J., 2009, In: IBM Journal of Research and Development. 53, 6

    Research output: Contribution to journal › Article › peer-review

  • Extracting community structure through relational hypergraphs

    Lin, Y. R., Sun, J., Castro, P., Konuru, R., Sundaram, H. & Kelliher, A., 2009, WWW'09 - Proceedings of the 18th International World Wide Web Conference. p. 1213-1214 2 p. (WWW'09 - Proceedings of the 18th International World Wide Web Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • HiMap: Adaptive visualization of large-scale online social networks

    Shi, L., Cao, N., Liu, S., Qian, W., Tan, L., Wang, G., Sun, J. & Lin, C. Y., Jul 21 2009, IEEE Pacific Visualization Symposium, PacificVis 2009 - Proceedings. p. 41-48 8 p. 4906836. (IEEE Pacific Visualization Symposium, PacificVis 2009 - Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MetaFac: Community discovery via relational hypergraph factorization

    Lin, Y. R., Sun, J., Castro, P., Konuru, R., Sundaram, H. & Kelliher, A., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 527-535 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • MultiVis: Content-based social network exploration through multi-way visual analysis

    Sun, J., Papadimitriou, S., Lin, C. Y., Cao, N., Liu, S. & Qian, W., Dec 31 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1057-1068 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • SmallBlue: Social network analysis for expertise search and collective intelligence

    Lin, C. Y., Cao, N., Liu, S. X., Papadimitriou, S., Sun, J. & Yan, X., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1483-1486 4 p. 4812553. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Social influence analysis in large-scale networks

    Tang, J., Sun, J., Wang, C. & Yang, Z., Nov 9 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 807-815 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Two heads better than one: Metric+Active learning and its applications for IT service classification

    Wang, F., Sun, J., Li, T. & Anerousis, N., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 1022-1027 6 p. 5360350. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2008

    Bayesian tensor analysis

    Tao, D., Sun, J., Shen, J., Wu, X., Li, X., Maybank, S. J. & Faloutsos, C., Nov 24 2008, 2008 International Joint Conference on Neural Networks, IJCNN 2008. p. 1402-1409 8 p. 4633981. (Proceedings of the International Joint Conference on Neural Networks).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Bayesian tensor approach for 3-D face modeling

    Tao, D., Song, M., Li, X., Shen, J., Sun, J., Wu, X., Faloutsos, C. & Maybank, S. J., Oct 2008, In: IEEE Transactions on Circuits and Systems for Video Technology. 18, 10, p. 1397-1410 14 p., 4633660.

    Research output: Contribution to journal › Article › peer-review

  • Clustered subset selection and its applications on IT service metrics

    Boutsidis, C., Sun, J. & Anerousis, N., 2008, Proceedings of the 17th ACM Conference on Information and Knowledge Management, CIKM'08. p. 599-608 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Colibri: Fast mining of large static and dynamic graphs

    Tong, H., Papadimitriou, S., Sun, J., Yu, P. S. & Faloutsos, C., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 686-694 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hierarchical, parameter-free community discovery

    Papadimitriou, S., Sun, J., Faloutsos, C. & Allen, G. D., Nov 19 2008, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2008, Proceedings. PART 2 ed. p. 170-187 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5212 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access

  • Incremental tensor analysis: Theory and applications

    Sun, J., Tao, D., Papadimitriou, S., Allen, G. D. & Faloutsos, C., Oct 1 2008, In: ACM Transactions on Knowledge Discovery from Data. 2, 3, 11.

    Research output: Contribution to journal › Article › peer-review

  • Less is more: Sparse graph mining with Compact Matrix Decomposition

    Sun, J., Xie, Y., Zhang, H. & Faloutsos, C., Feb 2008, In: Statistical Analysis and Data Mining. 1, 1, p. 6-22 17 p.

    Research output: Contribution to journal › Article › peer-review

  • Probabilistic tensor analysis with akaike and Bayesian information criteria

    Tao, D., Sun, J., Wu, X., Li, X., Shen, J., Maybank, S. J. & Faloutsos, C., Oct 27 2008, Neural Information Processing - 14th International Conference, ICONIP 2007, Revised Selected Papers. PART 1 ed. p. 791-801 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 4984 LNCS, no. PART 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Scalable tensor decompositions for multi-aspect data mining

    Kolda, T. G. & Sun, J., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 363-372 10 p. 4781131. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • SCOOP: Automated social recommendation in enterprise process management

    Qu, H., Sun, J. & Jamjoom, H. T., Sep 19 2008, Proceedings - 2008 IEEE International Conference on Services Computing, SCC 2008. p. 101-108 8 p. 4578454. (Proceedings - 2008 IEEE International Conference on Services Computing, SCC 2008; vol. 1).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Two heads better than one: Pattern discovery in time-evolving multi-aspect data

    Sun, J., Tsourakakis, C. E., Hoke, E., Faloutsos, C. & Eliassi-Rad, T., Aug 2008, In: Data Mining and Knowledge Discovery. 17, 1, p. 111-128 18 p.

    Research output: Contribution to journal › Article › peer-review

  • 2007

    Dynamic mixture models for multiple time series

    Wei, X., Sun, J. & Wang, X., 2007, In: IJCAI International Joint Conference on Artificial Intelligence. p. 2909-2914 6 p.

    Research output: Contribution to journal › Conference article › peer-review

  • GraphScope: Parameter-free mining of large time-evolving graphs

    Sun, J., Faloutsos, C., Papadimitriou, S. & Allen, G. D., Dec 14 2007, KDD-2007: Proceedings of the Thirteenth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 687-696 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Hiding in the crowd: Privacy preservation on evolving streams through correlation tracking

    Li, F., Sun, J., Papadimitriou, S., Mihaila, G. A. & Stanoi, I., Sep 24 2007, 23rd International Conference on Data Engineering, ICDE 2007. p. 686-695 10 p. 4221717. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Less is more: Compact matrix decomposition for large sparse graphs

    Sun, J., Xie, Y., Zhang, H. & Faloutsos, C., Dec 1 2007, Proceedings of the 7th SIAM International Conference on Data Mining. Society for Industrial and Applied Mathematics Publications, p. 366-377 12 p. (Proceedings of the 7th SIAM International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Mining large graphs and streams using matrix and tensor tools

    Faloutsos, C., Kolda, T. G. & Sun, J., Oct 30 2007, SIGMOD 2007: Proceedings of the ACM SIGMOD International Conference on Management of Data. p. 1174 1 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Tensor analysis on multi-aspect streams

    Sun, J., Papadimitriou, S. & Allen, G. D., 2007, Learning from Data Streams: Processing Techniques in Sensor Networks. Springer, p. 154-184 31 p.

    Research output: Chapter in Book/Report/Conference proceeding › Chapter

  • 2006

    Beyond streams and graphs: Dynamic tensor analysis

    Sun, J., Tao, D. & Faloutsos, C., Oct 16 2006, KDD 2006: Proceedings of the Twelfth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 374-383 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2006).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Distributed pattern discovery in multiple streams

    Sun, J., Papadimitriou, S. & Faloutsos, C., Jul 14 2006, Advances in Knowledge Discovery and Data Mining - 10th Pacific-Asia Conference, PAKDD 2006, Proceedings. Springer, p. 713-718 6 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 3918 LNAI).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Intelligent system monitoring on large clusters

    Sun, J., Hoke, E., Strunk, J. D., Ganger, G. R. & Faloutsos, C., 2006, p. 47-52. 6 p.

    Research output: Contribution to conference › Paper › peer-review

  • InteMon: Continuous mining of sensor data in large-scale self-* infrastructures

    Hoke, E., Sun, J., Strunk, J. D., Ganger, G. R. & Faloutsos, C., Jul 2006, In: Operating Systems Review (ACM). 40, 3, p. 38-44 7 p.

    Research output: Contribution to journal › Article › peer-review

  • InteMon: Intelligent System Monitoring on Large Clusters

    Hoke, E., Sun, J. & Faloutsos, C., 2006, VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases. Association for Computing Machinery, p. 1239-1242 4 p. (VLDB 2006 - Proceedings of the 32nd International Conference on Very Large Data Bases).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Local correlation tracking in time series

    Papadimitriou, S., Sun, J. & Allen, G. D., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 456-465 10 p. 4053072. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Spatio-temporal join selectivity

    Sun, J., Tao, Y., Papadias, D. & Kollios, G., Dec 2006, In: Information Systems. 31, 8, p. 793-813 21 p.

    Research output: Contribution to journal › Article › peer-review

  • Window-based tensor analysis on high-dimensional and multi-aspect streams

    Sun, J., Papadimitriou, S. & Allen, G. D., 2006, Proceedings - Sixth International Conference on Data Mining, ICDM 2006. p. 1076-1080 5 p. 4053156. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2005

    Neighborhood Formation and Anomaly Detection in Bipartite Graphs

    Sun, J., Huiming Qu, Chakrabarti, D. & Faloutsos, C., 2005, p. 418-425.

    Research output: Contribution to conference › Paper › peer-review

  • Online latent variable detection in sensor networks

    Sun, J., Papadimitriou, S. & Faloutsos, C., Dec 12 2005, Proceedings - 21st International Conference on Data Engineering, ICDE 2005. p. 1126-1127 2 p. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Streaming pattern discovery in multiple time-series

    Papadimitriou, S., Sun, J. & Faloutsos, C., 2005, VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases. p. 697-708 12 p. (VLDB 2005 - Proceedings of 31st International Conference on Very Large Data Bases; vol. 2).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • 2004

    Querying about the past, the present, and the future in spatio-temporal databases

    Sun, J., Papadias, D., Tao, Y. & Liu, B., 2004, p. 202-213. 12 p.

    Research output: Contribution to conference › Paper › peer-review