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  • 2008

    Trajectory outlier detection: A partition-and-detect framework

    Lee, J. G., Han, J. & Li, X., 2008, Proceedings of the 2008 IEEE 24th International Conference on Data Engineering, ICDE'08. p. 140-149 10 p. 4497422. (Proceedings - International Conference on Data Engineering).

    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

  • 2010

    Addressing concept-evolution in concept-drifting data streams

    Masud, M. M., Chen, Q., Khan, L., Aggarwal, C., Gao, J., Han, J. & Thuraisingham, B., 2010, Proceedings - 10th IEEE International Conference on Data Mining, ICDM 2010. p. 929-934 6 p. 5694063. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Aggregation of multiple judgments for evaluating ordered lists

    Kim, H. D., Zhai, C. & Han, J., 2010, Advances in Information Retrieval - 32nd European Conference on IR Research, ECIR 2010, Proceedings. Springer, p. 166-178 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5993 LNCS).

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

  • A unified framework for link recommendation using random walks

    Yin, Z., Gupta, M., Weninger, T. & Han, J., Oct 28 2010, Proceedings - 2010 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2010. p. 152-159 8 p. 5562778. (Proceedings - 2010 International Conference on Advances in Social Network Analysis and Mining, ASONAM 2010).

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

  • Authorship classification: A syntactic tree mining approach

    Kim, S., Kim, H., Weninger, T. & Han, J., 2010, Proceedings of the ACM SIGKDD Workshop on Useful Patterns, UP'10, in Conjunction with the 16th ACM SIGKDD Conference on Knowledge Discovery and Data Mining. p. 65-73 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • A worldwide tourism recommendation system based on geotagged web photos

    Cao, L., Luo, J., Gallagher, A., Jin, X., Han, J. & Huang, T. S., Nov 8 2010, 2010 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2010 - Proceedings. p. 2274-2277 4 p. 5495905. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).

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

  • CETR - Content extraction via tag ratios

    Weninger, T., Hsu, W. H. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 971-980 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Classification and novel class detection in data streams with active mining

    Masud, M. M., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. p. 311-324 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6119 LNAI, no. PART 2).

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

  • Classification and novel class detection of data streams in a dynamic feature space

    Masud, M. M., Chen, Q., Gao, J., Khan, L., Han, J. & Thuraisingham, B., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 2 ed. p. 337-352 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

  • Community evolution detection in dynamic heterogeneous information networks

    Sun, Y., Tang, J., Han, J., Gupta, M. & Zhao, B., 2010, Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10. p. 137-146 10 p. (Proceedings of the 8th Workshop on Mining and Learning with Graphs, MLG'10).

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

  • Data mining for diagnostic debugging in sensor networks: Preliminary evidence and lessons learned

    Abdelzaher, T., Khan, M., Le, H., Ahmadi, H. & Han, J., Oct 20 2010, Knowledge Discovery from Sensor Data - Second International Workshop, Sensor-KDD 2008, Revised Selected Papers. p. 1-24 24 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5840 LNCS).

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

  • Diagnostic powertracing for sensor node failure analysis

    Khan, M. M. H., Le, H. K., LeMay, M., Moinzadeh, P., Wang, L., Yang, Y., Noh, D. K., Abdelzaher, T., Gunter, C. A., Han, J. & Jin, X., 2010, Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10. p. 117-128 12 p. (Proceedings of the 9th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN '10).

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

  • DIAMOND: Correlation-based anomaly monitoring daemon for DIME

    Arefin, A., Nahrstedt, K., Rivas, R., Han, J. & Huang, Z., 2010, Proceedings - 2010 IEEE International Symposium on Multimedia, ISM 2010. p. 137-144 8 p. 5693833. (Proceedings - 2010 IEEE International Symposium on Multimedia, ISM 2010).

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

  • DisIClass: Discriminative frequent pattern-based image classification

    Kim, S., Jin, X. & Han, J., Sep 8 2010, Proceedings of the 10th International Workshop on Multimedia Data Mining, MDMKDD '10. 7. (Proceedings of the 10th International Workshop on Multimedia Data Mining, MDMKDD '10).

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

  • Entity relation discovery from web tables and links

    Lin, C. X., Zhao, B., Weninger, T., Han, J. & Liu, B., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1145-1146 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Fast computation of SimRank for static and dynamic information networks

    Li, C., Han, J., He, G., Jin, X., Sun, Y., Yu, Y. & Wu, T., May 19 2010, Advances in Database Technology - EDBT 2010 - 13th International Conference on Extending Database Technology, Proceedings. p. 465-476 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

  • Graph regularized transductive classification on heterogeneous information networks

    Ji, M., Sun, Y., Danilevsky, M., Han, J. & Gao, J., 2010, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2010, Proceedings. PART 1 ed. p. 570-586 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6321 LNAI, no. PART 1).

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

  • Hierarchical web-page clustering via in-page and cross-page link structures

    Lin, C. X., Yu, Y., Han, J. & Liu, B., Dec 1 2010, Advances in Knowledge Discovery and Data Mining - 14th Pacific-Asia Conference, PAKDD 2010, Proceedings. PART 2 ed. p. 222-229 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6119 LNAI, no. PART 2).

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

  • Incremental clustering for trajectories

    Li, Z., Lee, J. G., Li, X. & Han, J., 2010, Database Systems for Advanced Applications - 15th International Conference, DASFAA 2010, Proceedings. PART 2 ed. p. 32-46 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5982 LNCS, no. PART 2).

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

  • iRIN: Image retrieval in image-rich information networks

    Jin, X., Luo, J., Yu, J., Wang, G., Joshi, D. & Han, J., 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1261-1264 4 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Keyword extraction for social snippets

    Li, Z., Zhou, D., Juan, Y. F. & Han, J., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1143-1144 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • LINKREC: A unified framework for link recommendation with user attributes and graph structure

    Yin, Z., Gupta, M., Weninger, T. & Han, J., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1211-1212 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

  • Mapping web pages to database records via link paths

    Weninger, T., Fumarola, F., Han, J. & Malerba, D., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 1637-1640 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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