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  • Jiawei Han
2013

Exploring structure and content on the web: Extraction and integration of the semi-structured web

Weninger, T. & Han, J., 2013, WSDM 2013 - Proceedings of the 6th ACM International Conference on Web Search and Data Mining. p. 779-780 2 p.

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

gIceberg: Towards iceberg analysis in large graphs

Li, N., Guan, Z., Ren, L., Wu, J., Han, J. & Yan, X., Aug 15 2013, ICDE 2013 - 29th International Conference on Data Engineering. p. 1021-1032 12 p. 6544894. (Proceedings - International Conference on Data Engineering).

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

Inferring human mobility patterns from taxicab location traces

Ganti, R., Srivatsa, M., Ranganathan, A. & Han, J., Oct 15 2013, UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing. p. 459-468 10 p. (UbiComp 2013 - Proceedings of the 2013 ACM International Joint Conference on Pervasive and Ubiquitous Computing).

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

Large-scale spectral clustering on graphs

Liu, J., Wang, C., Danilevsky, M. & Han, J., Dec 1 2013, IJCAI 2013 - Proceedings of the 23rd International Joint Conference on Artificial Intelligence. p. 1486-1492 7 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

MedRank: Discovering influential medical treatments from literature by information network analysis

Chen, L., Li, X. & Han, J., Jan 1 2013, Proceedings of the 24th Australasian Database Conference, ADC 2013. Wang, H. & Zhang, R. (eds.). Australian Computer Society, p. 3-12 10 p. (Conferences in Research and Practice in Information Technology Series; vol. 137).

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

Meta-path-based search and mining in heterogeneous information networks

Sun, Y. & Han, J., Aug 2013, In : Tsinghua Science and Technology. 18, 4, p. 329-338 10 p., 06574671.

Research output: Contribution to journalArticle

Mining collective intelligence in diverse groups

Qi, G. J., Aggarwal, C. C., Han, J. & Huang, T. S., 2013, WWW 2013 - Proceedings of the 22nd International Conference on World Wide Web. p. 1041-1051 11 p.

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

Mining evidences for named entity disambiguation

Li, Y., Wang, C., Han, F., Han, J., Roth, D. & Yan, X., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 1070-1078 9 p. 2487681. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

Mining lines in the sand: On trajectory discovery from untrustworthy data in cyber-physical system

Tang, L. A., Yu, X., Gu, Q., Han, J., Leung, A. & La Porta, T., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 410-418 9 p. 2487585. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

MiTexCube: MicroTextCluster Cube for online analysis of text cells and its applications

Zhang, D., Zhai, C. & Han, J., Jun 1 2013, In : Statistical Analysis and Data Mining. 6, 3, p. 243-259 17 p.

Research output: Contribution to journalArticle

Multi-view clustering via joint nonnegative matrix factorization

Liu, J., Wang, C., Gao, J. & Han, J., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Ghosh, J., Obradovic, Z., Dy, J., Zhou, Z-H., Kamath, C. & Parthasarathy, S. (eds.). Siam Society, p. 252-260 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

On detecting Association-Based Clique Outliers in heterogeneous information networks

Gupta, M., Gao, J., Yan, X., Cam, H. & Han, J., Jan 1 2013, Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013. Association for Computing Machinery, p. 108-115 8 p. (Proceedings of the 2013 IEEE/ACM International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2013).

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

On exploiting transient social contact patterns for data forwarding in delay-tolerant networks

Gao, W., Cao, G., La Porta, T. & Han, J., Jan 1 2013, In : IEEE Transactions on Mobile Computing. 12, 1, p. 151-165 15 p., 6086545.

Research output: Contribution to journalArticle

On the detectability of node grouping in networks

Wang, C., Wang, H., Liu, J., Ji, M., Su, L., Chen, Y. & Han, J., Jan 1 2013, Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013. Parthasarathy, S., Ghosh, J., Zhou, Z-H., Dy, J., Obradovic, Z. & Kamath, C. (eds.). Siam Society, p. 713-721 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

Parallel field ranking

Ji, M., Lin, B., He, X., Cai, D. & Han, J., Sep 1 2013, In : ACM Transactions on Knowledge Discovery from Data. 7, 3, 15.

Research output: Contribution to journalArticle

PathSelClus: Integrating meta-path selection with user-guided Object clustering in heterogeneous information networks

Sun, Y., Norick, B., Han, J., Yan, X., Yu, P. S. & Yu, X., Sep 1 2013, In : ACM Transactions on Knowledge Discovery from Data. 7, 3, 11.

Research output: Contribution to journalArticle

Ranking-based name matching for author disambiguation in bibliographic data

Liu, J., Lei, K. H., Liu, J. Y., Wang, C. & Han, J., Jan 1 2013, Proceedings of the 2013 KDD Cup 2013 Workshop. Association for Computing Machinery, (Proceedings of the 2013 KDD Cup 2013 Workshop).

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

Recommendation in heterogeneous information networks with implicit user feedback

Yu, X., Ren, X., Sun, Y., Sturt, B., Khandelwal, U., Gu, Q., Norick, B. & Han, J., Nov 20 2013, RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems. p. 347-350 4 p. (RecSys 2013 - Proceedings of the 7th ACM Conference on Recommender Systems).

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

Reinforced similarity integration in image-rich information networks

Jin, X., Luo, J., Yu, J., Wang, G., Joshi, D. & Han, J., Jan 4 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 2, p. 448-460 13 p., 6081863.

Research output: Contribution to journalArticle

Research-insight: Providing insight on research by publication network analysis

Tao, F., Yu, X., Lei, K. H., Brova, G., Cheng, X., Han, J., Kanade, R., Sun, Y., Wang, C., Wang, L. & Weninger, T., Jul 29 2013, SIGMOD 2013 - International Conference on Management of Data. p. 1093-1096 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Resolving entity morphs in censored data

Huang, H., Wen, Z., Yu, D., Ji, H., Sun, Y., Han, J. & Li, H., Jan 1 2013, Long Papers. Association for Computational Linguistics (ACL), p. 1083-1093 11 p. (ACL 2013 - 51st Annual Meeting of the Association for Computational Linguistics, Proceedings of the Conference; vol. 1).

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

Revealing density-based clustering structure from the core-connected tree of a network

Huang, J., Sun, H., Song, Q., Deng, H. & Han, J., Aug 1 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 8, p. 1876-1889 14 p., 6200274.

Research output: Contribution to journalArticle

Selective sampling on graphs for classification

Gu, Q., Aggarwal, C., Liu, J. & Han, J., Aug 11 2013, KDD 2013 - 19th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Parekh, R., He, J., Inderjit, D. S., Bradley, P., Koren, Y., Ghani, R., Senator, T. E., Grossman, R. L. & Uthurusamy, R. (eds.). Association for Computing Machinery, p. 131-139 9 p. 2487641. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F128815).

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

Semantic frame-based document representation for comparable corpora

Kim, H., Ren, X., Sun, Y., Wang, C. & Han, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 350-359 10 p., 6729519.

Research output: Contribution to journalConference article

Social patterns: Community detection using behavior-generated network datasets

Leung, A., Dron, W., Hancock, J. P., Aguirre, M., Purnell, J., Han, J., Wang, C., Srivastava, J., Mahapatra, A., Roy, A. & Scott, L., Oct 28 2013, Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013. p. 82-89 8 p. 6609198. (Proceedings of the 2013 IEEE 2nd International Network Science Workshop, NSW 2013).

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

Spatiotemporal periodical pattern mining in traffic data

Jindal, T., Giridhar, P., Tang, L. A., Li, J. & Han, J., Sep 19 2013, 2nd International Workshop on Urban Computing, UrbComp 2013 - Held in Conjunction with KDD 2013. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

The environmental-data automated track annotation (Env-DATA) system: Linking animal tracks with environmental data

Dodge, S., Bohrer, G., Weinzierl, R., Davidson, S. C., Kays, R., Douglas, D., Cruz, S., Han, J., Brandes, D. & Wikelski, M., Jul 3 2013, In : Movement Ecology. 1, 1, 3.

Research output: Contribution to journalArticle

The parallel path framework for entity discovery on the Web

Weninger, T., Johnston, T. J. & Han, J., Oct 21 2013, In : ACM Transactions on the Web. 7, 3, 16.

Research output: Contribution to journalArticle

Trustworthiness analysis of sensor data in cyber-physical systems

Tang, L. A., Yu, X., Kim, S., Gu, Q., Han, J., Leung, A. & La Porta, T., May 1 2013, In : Journal of Computer and System Sciences. 79, 3, p. 383-401 19 p.

Research output: Contribution to journalArticle

Unsupervised link selection in networks

Gu, Q., Aggarwal, C. & Han, J., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 298-306 9 p.

Research output: Contribution to journalConference article

2014

A confidence-aware approach for truth discovery on long-tail data

Li, Q., Li, Y., Gao, J., Su, L., Zhao, B., Demirbas, M., Fan, W. & Han, J., Dec 2014, In : Proceedings of the VLDB Endowment. 8, 4, p. 425-436 12 p.

Research output: Contribution to journalConference article

Active learning: A survey

Aggarwal, C. C., Kong, X., Gu, Q., Han, J. & Yu, P. S., Jan 1 2014, Data Classification: Algorithms and Applications. CRC Press, p. 571-605 35 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

A hierarchical Dirichlet model for taxonomy expansion for search engines

Wang, J., Kang, C., Chang, Y. & Han, J., Apr 7 2014, WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, p. 961-970 10 p. (WWW 2014 - Proceedings of the 23rd International Conference on World Wide Web).

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

A network-assisted co-clustering algorithm to discover cancer subtypes based on gene expression

Liu, Y., Gu, Q., Hou, J. P., Han, J. & Ma, J., Feb 4 2014, In : BMC bioinformatics. 15, 1, 37.

Research output: Contribution to journalArticle

A probabilistic model for linking named entities in Web text with heterogeneous information networks

Shen, W., Han, J. & Wang, J., Jan 1 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1199-1210 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Automatic construction and ranking of topical keyphrases on collections of short documents

Danilevsky, M., Wang, C., Desai, N., Ren, X., Guo, J. & Han, J., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M. J., Banerjee, A., Parthasarathy, S., Ning-Tan, P., Obradovic, Z. & Kamath, C. (eds.). Society for Industrial and Applied Mathematics Publications, p. 398-406 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 1).

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

Batch-mode active learning via error bound minimization

Gu, Q., Zhang, T. & Han, J., Jan 1 2014, Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, UAI 2014. Zhang, N. L. & Tian, J. (eds.). AUAI Press, p. 300-309 10 p. (Uncertainty in Artificial Intelligence - Proceedings of the 30th Conference, UAI 2014).

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

Be appropriate and funny: Automatic entity morph encoding

Zhang, B., Huang, H., Pan, X., Ji, H., Knight, K., Wen, Z., Sun, Y., Han, J. & Yener, B., Jan 1 2014, Long Papers. Association for Computational Linguistics (ACL), p. 706-711 6 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 2).

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

Bringing structure to text: Mining phrases, entities, topics, and hierarchies

Han, J., Wang, C. & El-Kishky, A., 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1968 1 p.

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

ClusCite: Effective citation recommendation by information network-based clustering

Ren, X., Liu, J., Yu, X., Khandelwal, U., Gu, Q., Wang, L. & Han, J., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 821-830 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Co-evolution of multi-typed objects in dynamic star networks

Sun, Y., Tang, J., Han, J., Chen, C. & Gupta, M., Dec 1 2014, In : IEEE Transactions on Knowledge and Data Engineering. 26, 12, p. 2942-2955 14 p., 6945935.

Research output: Contribution to journalArticle

Environmental drivers of variability in the movement ecology of turkey vultures (cathartes aura) in North and South America

Dodge, S., Bohrer, G., Bildstein, K., Davidson, S. C., Weinzierl, R., Bechard, M. J., Barber, D., Kays, R., Brandes, D., Han, J. & Wikelski, M., May 26 2014, In : Philosophical Transactions of the Royal Society B: Biological Sciences. 369, 1643

Research output: Contribution to journalArticle

Exploring and inferring user-user pseudo-friendship for sentiment analysis with heterogeneous networks

Deng, H., Han, J., Li, H., Ji, H., Wang, H. & Lu, Y., Aug 2014, In : Statistical Analysis and Data Mining. 7, 4, p. 308-321 14 p.

Research output: Contribution to journalArticle

Frequent pattern mining

Aggarwal, C. C. & Han, J., Jul 1 2014, Springer International Publishing. 471 p.

Research output: Book/ReportBook

Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts

Ren, X., Wang, Y., Yu, X., Yan, J., Chen, Z. & Han, J., Jan 1 2014, WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, p. 23-32 10 p. (WSDM 2014 - Proceedings of the 7th ACM International Conference on Web Search and Data Mining).

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

Learning to efficiently rank on big data

Wang, L., Lin, J., Metzler, D. & Han, J., Apr 7 2014, WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web. Association for Computing Machinery, Inc, 1 p. (WWW 2014 Companion - Proceedings of the 23rd International Conference on World Wide Web).

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

Leveraging periodicity in human mobility for next place prediction

Prabhala, B., Wang, J., Deb, B., La Porta, T. & Han, J., Nov 10 2014, IEEE Wireless Communications and Networking Conference, WCNC. Institute of Electrical and Electronics Engineers Inc., p. 2665-2670 6 p. 6952829. (IEEE Wireless Communications and Networking Conference, WCNC).

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

Local learning for mining outlier subgraphs from network datasets

Gupta, M., Mallya, A., Roy, S., Cho, J. H. D. & Han, J., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M. J., Banerjee, A., Parthasarathy, S., Ning-Tan, P., Obradovic, Z. & Kamath, C. (eds.). Society for Industrial and Applied Mathematics Publications, p. 73-81 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 1).

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

Mining graph patterns

Cheng, H., Yan, X. & Han, J., Jul 1 2014, Frequent Pattern Mining. Springer International Publishing, Vol. 9783319078212. p. 307-338 32 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Mining latent entity structures from massive unstructured and interconnected data

Han, J. & Wang, C., Jan 1 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1409-1410 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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