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  • 2010

    MoveMine: Mining moving object databases

    Li, Z., Ji, M., Lee, J. G., Tang, L. A., Yu, Y., Han, J. & Kays, R., 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1203-1206 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • NDPMine: Efficiently mining discriminative numerical features for pattern-based classification

    Kim, H., Kim, S., Weninger, T., Han, J. & Abdelzaher, T., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 35-50 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6322 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • PET: A statistical model for popular events tracking in social communities

    Lin, C. X., Zhao, B., Mei, Q. & Han, J., Sep 7 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 929-938 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Privacy-aware regression modeling of participatory sensing data

    Ahmadi, H., Pham, N., Ganti, R., Abdelzaher, T., Nath, S. & Han, J., 2010, SenSys 2010 - Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems. p. 99-112 14 p. (SenSys 2010 - Proceedings of the 8th ACM Conference on Embedded Networked Sensor Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Progressive clustering of networks using structure-connected order of traversal

    Bortner, D. & Han, J., Jun 1 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 653-656 4 p. 5447895. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • RankCompete: Simultaneous ranking and clustering of web photos

    Cao, L., Del Pozo, A., Jin, X., Luo, J., Han, J. & Huang, T. S., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1071-1072 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Region-based online promotion analysis

    Wu, T., Sun, Y., Li, C. & Han, J., May 19 2010, Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings. p. 63-74 12 p. (Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • SHRINK: A structural clustering algorithm for detecting hierarchical communities in networks

    Huang, J., Sun, H., Han, J., Deng, H., Sun, Y. & Liu, Y., Dec 1 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 219-228 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Social group suggestion from user image collections

    Yu, J., Jin, X., Han, J. & Luo, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1215-1216 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • The wisdom of social multimedia: Using Flickr for prediction and forecast

    Jin, X., Gallagher, A., Cao, L., Luo, J. & Han, J., 2010, MM'10 - Proceedings of the ACM Multimedia 2010 International Conference. p. 1235-1244 10 p. (MM'10 - Proceedings of the ACM Multimedia 2010 International Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • TopCells: Keyword-based search of top-k aggregated documents in text cube

    Ding, B., Zhao, B., Lin, C. X., Han, J. & Zhai, C., Jun 1 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 381-384 4 p. 5447838. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Topic initiator detection on the world wide web

    Jin, X., Spangler, S., Ma, R. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 481-490 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Top-K aggregation queries over large networks

    Yan, X., He, B., Zhu, F. & Han, J., 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 377-380 4 p. 5447863. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Tru-alarm: Trustworthiness analysis of sensor networks in cyber-physical systems

    Tang, L. A., Yu, X., Kim, S., Han, J., Hung, C. C. & Peng, W. C., Dec 1 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 1079-1084 6 p. 5694088. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Visual cube and On-Line Analytical Processing of images

    Jin, X., Han, J., Cao, L., Luo, J., Ding, B. & Lin, C. X., Dec 1 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 849-858 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2009

    Advanced data-mining tool for feature detection from direct numerical simulations

    Yang, H. Q., Marella, S., Tosh, A. & Han, J., Dec 1 2009, 47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition. 2009-0977. (47th AIAA Aerospace Sciences Meeting including the New Horizons Forum and Aerospace Exposition).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A geometric perspective on dimensionality reduction

    Cai, D., He, X. & Han, J., Dec 1 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1417-1475 59 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • A multi-partition multi-chunk ensemble technique to classify concept-drifting data streams

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, 13th Pacific-Asia Conference on Knowledge Discovery and Data Mining, PAKDD 2009. p. 363-375 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5476 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Assured information sharing life cycle

    Finin, T., Joshi, A., Kargupta, H., Yesha, Y., Sachs, J., Bertino, E., Ninghui, L., Clifton, C., Spafford, G., Thuraisingham, B., Kantarcioglu, M., Bensoussan, A., Berg, N., Khan, L., Jiawei, H., Zhai, C. X., Sandhu, R., Shouhuai, X., Massaro, J. & Adamic, L., 2009, 2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009. p. 307-309 3 p. 5137331. (2009 IEEE International Conference on Intelligence and Security Informatics, ISI 2009).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • CHRONICLE: A two-stage density-based clustering algorithm for dynamic networks

    Kim, M. S. & Han, J., 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 152-167 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Classification of software behaviors for failure detection: A discriminative pattern mining approach

    Lo, D., Cheng, H., Han, J., Khoo, S. C. & Sun, C., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 557-565 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Efficient mining of closed repetitive gapped subsequences from a sequence database

    Ding, B., Lo, D., Han, J. & Khoo, S. C., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1024-1035 12 p. 4812474. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Exploring social tagging graph for web object classification

    Yin, Z., Li, R., Mei, Q. & Han, J., 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 957-965 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Filtering and refinement: A two-stage approach for efficient and effective anomaly detection

    Yu, X., Tang, L. A. & Han, J., 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 617-626 10 p. 5360288. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Finding symbolic bug patterns in sensor networks

    Khan, M. M. H., Abdelzaher, T., Han, J. & Ahmadi, H., 2009, Distributed Computing in Sensor Systems - 5th IEEE International Conference, DCOSS 2009, Proceedings. p. 131-144 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5516 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • GAD: General Activity Detection for fast clustering on large data

    Xin, J., Sangkyum, K., Jiawei, H., Liangliang, C. & Zhijun, Y., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1-12 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Graph-based consensus maximization among multiple supervised and unsupervised models

    Gao, J., Liang, F., Fan, W., Sun, Y. & Han, J., 2009, Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference. p. 585-593 9 p. (Advances in Neural Information Processing Systems 22 - Proceedings of the 2009 Conference).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Integrating novel class detection with classification for concept-drifting data streams

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2009, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2009, Proceedings. PART 2 ed. Springer, p. 79-94 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5782 LNAI, no. PART 2).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • iTopicModel: Information network-integrated topic modeling

    Sun, Y., Han, J., Gao, J. & Yu, Y., Dec 1 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 493-502 10 p. 5360275. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Locality preserving nonnegative matrix factorization

    Cai, D., He, X., Wang, X., Bao, H. & Han, J., 2009, IJCAI-09 - Proceedings of the 21st International Joint Conference on Artificial Intelligence. International Joint Conferences on Artificial Intelligence, p. 1010-1015 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining heterogeneous information networks by exploring the power of links

    Han, J., Nov 16 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 13-30 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Mining personal image collection for social group suggestion

    Yu, J., Jin, X., Han, J. & Luo, J., 2009, ICDM Workshops 2009 - IEEE International Conference on Data Mining. p. 202-207 6 p. 5360503. (ICDM Workshops 2009 - IEEE International Conference on Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • MLR-index: An index structure for fast and scalable similarity search in high dimensions

    Malik, R., Kim, S., Jin, X., Ramachandran, C., Han, J., Gupta, I. & Nahrstedt, K., 2009, Scientific and Statistical Database Management - 21st International Conference, SSDBM 2009, Proceedings. p. 167-184 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5566 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Modeling probabilistic measurement correlations for problem determination in large-scale distributed systems

    Gao, J., Jiang, G., Chen, H. & Han, J., 2009, 2009 29th IEEE International Conference on Distributed Computing Systems Workshops, ICDCS, 09. p. 623-630 8 p. 5158476

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Parallel PathFinder algorithms for mining structures from graphs

    Hauguel, S., Zhai, C. & Han, J., Dec 1 2009, ICDM 2009 - The 9th IEEE International Conference on Data Mining. p. 812-817 6 p. 5360316. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • P-Rank: A comprehensive structural similarity measure over information networks

    Zhao, P., Han, J. & Sun, Y., Dec 1 2009, ACM 18th International Conference on Information and Knowledge Management, CIKM 2009. p. 553-562 10 p. (International Conference on Information and Knowledge Management, Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Ranking-based clustering of heterogeneous information networks with star network schema

    Sun, Y., Yu, Y. & Han, J., Nov 9 2009, KDD '09: Proceedings of the 15th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 797-805 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Real-time knowledge discovery and dissemination for intelligence analysis

    Thuraisingham, B., Khan, L., Kantarcioglu, M., Chib, S., Han, J. & Son, S., 2009, Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS. 4755492. (Proceedings of the 42nd Annual Hawaii International Conference on System Sciences, HICSS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Subspace discovery for promotion: A cell clustering approach

    Wu, T. & Han, J., Nov 16 2009, Discovery Science - 12th International Conference, DS 2009, Proceedings. p. 362-376 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5808 LNAI).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Temporal outlier detection in vehicle traffic data

    Li, X., Li, Z., Han, J. & Lee, J. G., 2009, Proceedings - 25th IEEE International Conference on Data Engineering, ICDE 2009. p. 1319-1322 4 p. 4812530. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Topic cube: Topic modeling for OLAP on multidimensional text databases

    Duo, Z., Chengxiang, Z. & Jiawei, H., 2009, Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics 133. p. 1117-1128 12 p. (Society for Industrial and Applied Mathematics - 9th SIAM International Conference on Data Mining 2009, Proceedings in Applied Mathematics; vol. 3).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • VideoMule: A consensus learning approach to multi-label classification from noisy user-generated videos

    Ramachandran, C., Malik, R., Jin, X., Gao, J., Nahrstedt, K. & Han, J., Dec 28 2009, MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums. p. 721-724 4 p. (MM'09 - Proceedings of the 2009 ACM Multimedia Conference, with Co-located Workshops and Symposiums).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2008

    A practical approach to classify evolving data streams: Training with limited amount of labeled data

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2008, Proceedings - 8th IEEE International Conference on Data Mining, ICDM 2008. p. 929-934 6 p. 4781203. (Proceedings - IEEE International Conference on Data Mining, ICDM).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • ARCube: Supporting ranking aggregate queries in partially materialized data cubes

    Wu, T., Xin, D. & Han, J., 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 79-91 13 p. 1376627. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • BibNetMiner: Mining bibliographic information networks

    Sun, Y., Wu, T., Yin, Z., Cheng, H., Han, J., Yin, X. & Zhao, P., Dec 10 2008, SIGMOD 2008: Proceedings of the ACM SIGMOD International Conference on Management of Data 2008. p. 1341-1344 4 p. 1376770. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • CISpan: Comprehensive incremental mining algorithms of closed sequential patterns for multi-versional software mining

    Yuan, D., Lee, K., Cheng, H., Krishna, G., Li, Z., Ma, X., Zhou, Y. & Han, J., 2008, Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130. Society for Industrial and Applied Mathematics Publications, p. 84-95 12 p. (Society for Industrial and Applied Mathematics - 8th SIAM International Conference on Data Mining 2008, Proceedings in Applied Mathematics 130; vol. 1).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Data mining for image/video processing: A promising research frontier

    Han, J., Dec 17 2008, CIVR 2008 - Proceedings of the International Conference on Content-based Image and Video Retrieval. p. 1-2 2 p. (CIVR 2008 - Proceedings of the International Conference on Content-based Image and Video Retrieval).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Direct discriminative pattern mining for effective classification

    Cheng, H., Yan, X., Han, J. & Yu, P. S., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 169-178 10 p. 4497425. (Proceedings - International Conference on Data Engineering).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Direct mining of discriminative and essential frequent patterns via model-based search tree

    Fan, W., Zhang, K., Cheng, H., Gao, J., Yan, X., Han, J., Yu, P. & Verscheure, O., 2008, KDD 2008 - Proceedings of the 14th ACMKDD International Conference on Knowledge Discovery and Data Mining. p. 230-238 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Dustminer: Troubleshooting interactive complexity bugs in sensor networks

    Khan, M. M. H., Le, H. K., Ahmadi, H., Abdelzaher, T. F. & Han, J., 2008, SenSys'08 - Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems. p. 99-112 14 p. (SenSys'08 - Proceedings of the 6th ACM Conference on Embedded Networked Sensor Systems).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution