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  • 2011

    Probabilistic topic models with biased propagation on heterogeneous information networks

    Deng, H., Han, J., Zhao, B., Yu, Y. & Lin, C. X., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1271-1279 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Ranking-based classification of heterogeneous information networks

    Ji, M., Han, J. & Danilevsky, M., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 1298-1306 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

  • Retrieving k-nearest neighboring trajectories by a set of point locations

    Tang, L. A., Zheng, Y., Xie, X., Yuan, J., Yu, X. & Han, J., 2011, Advances in Spatial and Temporal Databases - 12th International Symposium, SSTD 2011, Proceedings. p. 223-241 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6849 LNCS).

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

  • SCENE: Structural conversation evolution network

    Danilevsky, M., Hailpern, J. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 29-36 8 p. 5992582. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

  • Signature pattern covering via local greedy algorithm and Pattern Shrink

    Kim, H., Im, S., Abdelzaher, T., Han, J., Sheridan, D. & Vasudevan, S., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 330-339 10 p. 6137237. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • Socialspamguard: A data miningbased spam detection system for social media networks

    Jin, X., Lin, C. X., Luo, J. & Han, J., Aug 2011, In: Proceedings of the VLDB Endowment. 4, 12, p. 1458-1461 4 p.

    Research output: Contribution to journalArticlepeer-review

  • Specification mining: A concise introduction

    Lo, D., Khoo, S. C., Liu, C. & Han, J., Jan 1 2011, Mining Software Specifications: Methodologies and Applications. CRC Press, p. 1-27 27 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Speed up kernel discriminant analysis

    Cai, D., He, X. & Han, J., Feb 2011, In: VLDB Journal. 20, 1, p. 21-33 13 p.

    Research output: Contribution to journalArticlepeer-review

  • Studies in Computational Intelligence: Foreword

    Han, J., Mar 7 2011, Mining of Data with Complex Structures. p. VII-VIII (Studies in Computational Intelligence; vol. 333).

    Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

  • TEXplorer: Keyword-based object search and exploration in multidimensional text databases

    Zhao, B., Lin, X., Ding, B. & Han, J., 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1709-1718 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • The joint inference of topic diffusion and evolution in social communities

    Lin, C. X., Mei, Q., Han, J., Jiang, Y. & Danilevsky, M., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 378-387 10 p. 6137242. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

  • The sparse regression cube: A reliable modeling technique for open cyber-physical systems

    Ahmadi, H., Abdelzaher, T., Han, J., Pham, N. & Ganti, R. K., 2011, Proceedings - 2011 IEEE/ACM 2nd International Conference on Cyber-Physical Systems, ICCPS 2011. p. 87-96 10 p. 5945424. (Proceedings - 2011 IEEE/ACM 2nd International Conference on Cyber-Physical Systems, ICCPS 2011).

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

  • Towards feature selection in network

    Gu, Q. & Han, J., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1175-1184 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

  • Trust analysis with clustering

    Gupta, M., Sun, Y. & Han, J., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 53-54 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

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

  • Unsupervised disaggregation of low frequency power measurements

    Kim, H., Marwah, M., Arlitt, M., Lyon, G. & Han, J., Dec 1 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 proceedingConference 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. p. 1255-1257 3 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

    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

  • Discriminative frequent pattern-based graph classification

    Cheng, H., Yan, X. & Han, J., 2010, Link Mining: Models, Algorithms, and Applications. Springer, Vol. 9781441965158. p. 237-262 26 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Discriminative frequent subgraph mining with optimality guarantees

    Thoma, M., Cheng, H., Gretton, A., Han, J., Kriegel, H. P., Smola, A., Song, L., Yu, P. S., Yan, X. & Borgwardt, K. M., Oct 2010, In: Statistical Analysis and Data Mining. 3, 5, p. 302-318 17 p.

    Research output: Contribution to journalArticlepeer-review

  • 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

  • InfoNetOLAP: OLAP and mining of information networks

    Chen, C., Zhu, F., Yan, X., Han, J., Yu, P. & Ramakrishnan, R., 2010, Link Mining: Models, Algorithms, and Applications. Springer, Vol. 9781441965158. p. 411-438 28 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • Integrating clustering with ranking in heterogeneous information networks analysis

    Sun, Y. & Han, J., 2010, Link Mining: Models, Algorithms, and Applications. Springer, Vol. 9781441965158. p. 439-473 35 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 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

  • Keyword search in text cube: Finding top-k relevant cells

    Ding, B., Yu, Y., Zhao, B., Lin, C. X., Han, J. & Zhai, C., Dec 1 2010, p. 145-159. 15 p.

    Research output: Contribution to conferencePaperpeer-review

  • Link mining: Models, algorithms, and applications

    Yu, P. S., Faloutsos, C. & Han, J., Jan 1 2010, Springer. 586 p.

    Research output: Book/Report/Conference proceedingBook

  • 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

  • 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 proceedingConference contribution

  • Mining diversity on networks

    Liu, L., Zhu, F., Chen, C., Yan, X., Han, J., Yu, P. & 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 proceedingConference contribution

  • Mining knowledge from databases: An information network analysis approach

    Han, J., Sun, Y., Yan, X. & Yu, P. S., 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 proceedingConference contribution

  • Mining large information networks by graph summarization

    Chen, C., Lin, C. X., Fredrikson, M., Christodorescu, M., Yan, X. & Han, J., 2010, Link Mining: Models, Algorithms, and Applications. Springer, Vol. 9781441965158. p. 475-501 27 p.

    Research output: Chapter in Book/Report/Conference proceedingChapter

  • 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 proceedingConference contribution

  • Mining periodic behaviors for moving objects

    Li, Z., Ding, B., Han, J., Kays, R. & Nye, P., Sep 7 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 proceedingConference contribution