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Author

  • Jiawei Han
2017

Link prediction across aligned networks with sparse & low rank matrix estimation

Zhang, J., Chen, J., Zhi, S., Chang, Y., Yu, P. S. & Han, J., May 16 2017, Proceedings - 2017 IEEE 33rd International Conference on Data Engineering, ICDE 2017. IEEE Computer Society, p. 971-982 12 p. 7930040. (Proceedings - International Conference on Data Engineering).

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

2018

Active Learning on Heterogeneous Information Networks: A Multi-armed Bandit Approach

Xin, D., El-Kishky, A., Liao, D., Norick, B. & Han, J., Dec 27 2018, 2018 IEEE International Conference on Data Mining, ICDM 2018. Institute of Electrical and Electronics Engineers Inc., p. 1350-1355 6 p. 8594993. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2018-November).

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

2013

A text cube approach to human, social and cultural behavior in the Twitter stream

Liu, X., Tang, K., Hancock, J., Han, J., Song, M., Xu, R. & Pokorny, B., Mar 14 2013, Social Computing, Behavioral-Cultural Modeling and Prediction - 6th International Conference, SBP 2013, Proceedings. p. 321-330 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7812 LNCS).

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

2010

Mining large information networks by graph summarization

Chen, C., Lin, C. X., Fredrikson, M., Christodorescu, M., Yan, X. & Han, J., Jan 1 2010, Link Mining: Models, Algorithms, and Applications. Springer New York, Vol. 9781441965158. p. 475-501 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2014

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

2010

Mapping web pages to database records via link paths

Weninger, T., Fumarola, F., Han, J. & Malerba, D., Dec 1 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

2012

Mining knowledge from interconnected data: A heterogeneous information network analysis approach

Sun, Y., Han, J., Yan, X. & Yu, P. S., Aug 2012, In : Proceedings of the VLDB Endowment. 5, 12, p. 2022-2023 2 p.

Research output: Contribution to journalArticle

2010

iRIN: Image retrieval in image-rich information networks

Jin, X., Luo, J., Yu, J., Wang, G., Joshi, D. & Han, J., Jul 20 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

2012

BlueFinder: Estimate where a beach photo was taken

Cao, L., Smith, J., Wen, Z., Yin, Z., Jin, X. & Han, J., May 21 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 469-470 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

2011

Evolutionary clustering and analysis of bibliographic networks

Gupta, M., Aggarwal, C. C., Han, J. & Sun, Y., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 63-70 8 p. 5992586. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

2017

Individualized knowledge graph: a viable informatics path to precision medicine

Ping, P., Watson, K., Han, J. & Bui, A., Mar 31 2017, In : Circulation Research. 120, 7, p. 1078-1080 3 p.

Research output: Contribution to journalReview article

2016

Learning hostname preference to enhance search relevance

Wang, J., Kang, C., Chang, Y. & Han, J., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 3903-3909 7 p.

Research output: Contribution to journalConference article

2013

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

2017

Mining Structures from Massive Text Data: A Data-Driven Approach

Han, J., Jan 1 2017, In : CEUR Workshop Proceedings. 2029, p. 16-19 4 p.

Research output: Contribution to journalConference article

2019

Constructing and mining heterogeneous information networks from massive text

Shang, J., Shen, J., Liu, L. & Han, J., Jul 25 2019, KDD 2019 - Proceedings of the 25th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 3191-3192 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Open Access
2018

I know you'll be back: Interpretable new user clustering and churn prediction on a mobile social application

Yang, C., Shi, X., Luo, J. & Han, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 914-922 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

TruePIE: Discovering reliable patterns in pattern-based information extraction

Li, Q., Jiang, M., Zhang, X., Qu, M., Hanratty, T., Gao, J. & Han, J., Jul 19 2018, KDD 2018 - Proceedings of the 24th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1675-1684 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2014

Probabilistic models for classification

Deng, H., Sun, Y., Chang, Y. & Han, J., Jan 1 2014, Data Classification: Algorithms and Applications. CRC Press, p. 65-86 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2011

Mining software specifications: Methodologies and applications

Lo, D., Khoo, S. C., Han, J. & Liu, C., Jan 1 2011, CRC Press. 433 p.

Research output: Book/Report/Conference proceedingBook

2010

Link mining: Models, algorithms, and applications

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

Research output: Book/Report/Conference proceedingBook

2019

Query-specific knowledge summarization with entity evolutionary networks

Yang, C., Gan, L., Wang, Z., Shen, J., Xiao, J. & Han, J., Nov 3 2019, CIKM 2019 - Proceedings of the 28th ACM International Conference on Information and Knowledge Management. Association for Computing Machinery, p. 2121-2124 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Open Access
2011

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., Jul 11 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

On Bayesian interpretation of fact-finding in information networks

Wang, D., Abdelzaher, T., Ahmadi, H., Pasternack, J., Roth, D., Gupta, M., Han, J., Fatemieh, O., Le, H. & Aggarwal, C. C., Sep 13 2011, Fusion 2011 - 14th International Conference on Information Fusion. 5977540. (Fusion 2011 - 14th International Conference on Information Fusion).

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

2012

Construction of web-based, service-oriented information networks: A data mining perspective (abstract)

Han, J., Sep 6 2012, Web-Age Information Management - 13th International Conference, WAIM 2012, Proceedings. p. 17-19 3 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7418 LNCS).

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

2016

EKNOT: Event Knowledge from news and opinions in twitter

Li, M., Wang, J., Tong, W., Yu, H., Ma, X., Chen, Y., Cai, H. & Han, J., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 4367-4368 2 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

2012

Multidimensional analysis of atypical events in cyber-physical data

Tang, L. A., Yu, X., Kim, S., Han, J., Peng, W. C., Sun, Y., Gonzalez, H. & Seith, S., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1025-1036 12 p., 6228153.

Research output: Contribution to journalConference article

2011

Graph regularized nonnegative matrix factorization for data representation

Cai, D., He, X., Han, J. & Huang, T. S., May 24 2011, In : IEEE transactions on pattern analysis and machine intelligence. 33, 8, p. 1548-1560 13 p., 5674058.

Research output: Contribution to journalArticle

2012

Locally discriminative coclustering

Zhang, L., Chen, C., Bu, J., Chen, Z., Cai, D. & Han, J., May 7 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 6, p. 1025-1035 11 p., 5740883.

Research output: Contribution to journalArticle

2010

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

2011

Laplacian regularized Gaussian mixture model for data clustering

He, X., Cai, D., Shao, Y., Bao, H. & Han, J., Jun 21 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 9, p. 1406-1418 13 p., 5677520.

Research output: Contribution to journalArticle

2013

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

2010

Social group suggestion from user image collections

Yu, J., Jin, X., Han, J. & Luo, J., Jul 20 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

2013

AMETHYST: A system for mining and exploring topical hierarchies of heterogeneous data

Danilevsky, M., Wang, C., Tao, F., Nguyen, S., Chen, G., Desai, N., Wang, L. & 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. 1458-1461 4 p. 2487716. (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

2014

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

2016

World knowledge as indirect supervision for document clustering

Wang, C., Song, Y., Roth, D., Zhang, M. & Han, J., Dec 2016, In : ACM Transactions on Knowledge Discovery from Data. 11, 2, 13.

Research output: Contribution to journalArticle

2013

Community distribution outlier detection in heterogeneous information networks

Gupta, M., Gao, J. & Han, J., Oct 31 2013, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2013, Proceedings. PART 1 ed. p. 557-573 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8188 LNAI, no. PART 1).

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

2012

IntruMine: Mining intruders in untrustworthy data of cyber-physical systems

Tang, L. A., Gu, Q., Yu, X., Han, J., La Porta, T., Leung, A., Abdelzaher, T. & Kaplan, L., Dec 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 600-611 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

2017

React: Online multimodal embedding for recency-Aware spatiotemporal activity modeling

Zhang, C., Zhang, K., Yuan, Q., Tao, F., Zhang, L., Hanratty, T. & Han, J., Aug 7 2017, SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 245-254 10 p. (SIGIR 2017 - Proceedings of the 40th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

2012

A variance minimization criterion to active learning on graphs

Ji, M. & Han, J., 2012, In : Journal of Machine Learning Research. 22, p. 556-564 9 p.

Research output: Contribution to journalArticle

2011

Is objective function the silver bullet? A case study of community detection algorithms on social networks

Yang, Y., Sun, Y., Pandit, S., Chawla, N. V. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 394-397 4 p. 5992630. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011).

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

2016

FacetGist: Collective extraction of document facets in large technical corpora

Siddiqui, T., Ren, X., Parameswaran, A. & Han, J., Oct 24 2016, CIKM 2016 - Proceedings of the 2016 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 871-880 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. 24-28-October-2016).

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

Text classification with heterogeneous information network kernels

Wang, C., Song, Y., Li, H., Zhang, M. & Han, J., Jan 1 2016, 30th AAAI Conference on Artificial Intelligence, AAAI 2016. AAAI Press, p. 2130-2136 7 p. (30th AAAI Conference on Artificial Intelligence, AAAI 2016).

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

2012

Probabilistic models for text mining

Sun, Y., Deng, H. & Han, J., Aug 1 2012, Mining Text Data. Springer US, Vol. 9781461432234. p. 259-295 37 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

When will it happen? - Relationship prediction in heterogeneous information networks

Sun, Y., Han, J., Aggarwal, C. C. & Chawla, N. V., Mar 15 2012, WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining. p. 663-672 10 p. (WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining).

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

2014

On building entity recommender systems using user click log and freebase knowledge

Yu, X., Ma, H., Hsu, B. J. & 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. 263-272 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

2019

STFNets: Learning sensing signals from the time-frequency perspective with short-time fourier neural networks

Yao, S., Piao, A., Jiang, W., Zhao, Y., Shao, H., Liu, S., Liu, D., Li, J., Wang, T., Hu, S., Su, L., Han, J. & Abdelzaher, T., May 13 2019, The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019. Association for Computing Machinery, Inc, p. 2192-2202 11 p. (The Web Conference 2019 - Proceedings of the World Wide Web Conference, WWW 2019).

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

2015

Generalized decision aggregation in distributed sensing systems

Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 14 2015, Proceedings - IEEE 35th Real-Time Systems Symposium, RTSS 2014. January ed. Institute of Electrical and Electronics Engineers Inc., p. 1-10 10 p. 7010369. (Proceedings - Real-Time Systems Symposium; vol. 2015-January, no. January).

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

2013

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

2014

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

2018

DPPred: An Effective Prediction Framework with Concise Discriminative Patterns

Shang, J., Jiang, M., Tong, W., Xiao, J., Peng, J. & Han, J., Jul 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 7, p. 1226-1239 14 p.

Research output: Contribution to journalArticle