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Jiawei Han

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  • 2011

    Unsupervised disaggregation of low frequency power measurements

    Kim, H., Marwah, M., Arlitt, M., Lyon, G. & Han, J., 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 747-758 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

  • WINACS: Construction and analysis of web-based computer science information networks

    Weninger, T., Danilevsky, M., Fumarola, F., Hailpern, J., Han, J., Johnston, T. J., Kallumadi, S., Kim, H., Li, Z., McCloskey, D., Sun, Y., TeGrotenhuis, N. E., Wang, C. & Yu, X., 2011, Proceedings of SIGMOD 2011 and PODS 2011. Association for Computing Machinery, p. 1255-1257 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • A worldwide tourism recommendation system based on geotagged web photos

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

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

  • DisIClass: Discriminative frequent pattern-based image classification

    Kim, S., Jin, X. & Han, J., 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 proceeding › Conference 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 proceeding › Conference 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., 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 proceeding › Conference 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 proceeding › Conference contribution

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

    Lin, C. X., Yu, Y., Han, J. & Liu, B., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

  • Mining advisor-advisee relationships from research publication networks

    Wang, C., Han, J., Jia, Y., Tang, J., Zhang, D. & Yu, Y., 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 203-212 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

  • Mining diversity on networks

    Liu, L., Zhu, F., Chen, C., Yan, X., Han, J., Allen, G. D. & Yang, S., 2010, Database Systems for Advanced Applications - 15th International Conference, DASFAA 2010, Proceedings. PART 1 ed. p. 384-398 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 5981 LNCS, no. PART 1).

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

  • Mining knowledge from databases: An information network analysis approach

    Han, J., Sun, Y., Yan, X. & Allen, G. D., 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1251-1252 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

  • Mining moving object, trajectory and traffic data

    Han, J., Li, Z. & Tang, L. A., 2010, Database Systems for Advanced Applications - 15th International Conference, DASFAA 2010, Proceedings. PART 2 ed. p. 485-486 2 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 proceeding › Conference contribution

  • Mining periodic behaviors for moving objects

    Li, Z., Ding, B., Han, J., Kays, R. & Nye, P., 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 1099-1108 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

  • Mining topic-level influence in heterogeneous networks

    Liu, L., Tang, J., Han, J., Jiang, M. & Yang, S., 2010, CIKM'10 - Proceedings of the 19th International Conference on Information and Knowledge Management and Co-located Workshops. p. 199-208 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • 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 proceeding › Conference 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 proceeding › Conference contribution

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

    Lin, C. X., Zhao, B., Mei, Q. & Han, J., 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 proceeding › Conference 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 proceeding › Conference contribution

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

    Bortner, D. & Han, J., 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 proceeding › Conference 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 proceeding › Conference contribution

  • Region-based online promotion analysis

    Wu, T., Sun, Y., Li, C. & Han, J., 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 proceeding › Conference contribution

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

    Huang, J., Sun, H., Han, J., Deng, H., Sun, Y. & Liu, Y., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution

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

    Ding, B., Zhao, B., Lin, C. X., Han, J. & Zhai, C., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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., 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 proceeding › Conference contribution

  • Visual cube and On-Line Analytical Processing of images

    Jin, X., Han, J., Cao, L., Luo, J., Ding, B. & Lin, C. X., 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 proceeding › Conference contribution

  • 2009

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

    Yang, H. Q., Marella, S., Tosh, A. & Han, J., 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 proceeding › Conference contribution

  • A geometric perspective on dimensionality reduction

    Cai, D., He, X. & Han, J., 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference 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 proceeding › Conference contribution