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Author

  • Jiawei Han
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

2018

HiExpan: Task-guided taxonomy construction by hierarchical tree expansion

Shen, J., Wu, Z., Lei, D., Zhang, C., Ren, X., Vanni, M. T., Sadler, B. M. & 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. 2180-2189 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2011

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

2013

A graph-based consensus maximization approach for combining multiple supervised and unsupervised models

Gao, J., Liang, F., Fan, W., Sun, Y. & Han, J., Jan 1 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 1, p. 15-28 14 p., 6035707.

Research output: Contribution to journalArticle

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

2018

Easing embedding learning by comprehensive transcription of heterogeneous information networks

Shi, Y., Zhu, Q., Guo, F., Zhang, C. & 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. 2190-2199 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2015

Fast inbound top-k query for random walk with restart

Zhang, C., Jiang, S., Chen, Y., Sun, Y. & Han, J., Jan 1 2015, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2015. Costa, V. S., Soares, C., Appice, A., Appice, A., Rodrigues, P. P., Costa, V. S., Soares, C., Gama, J., Jorge, A., Rodrigues, P. P., Gama, J., Costa, V. S., Jorge, A., Appice, A., Rodrigues, P. P., Gama, J., Appice, A., Soares, C., Jorge, A., Gama, J., Rodrigues, P. P., Costa, V. S., Soares, C. & Jorge, A. (eds.). Springer-Verlag, p. 608-624 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 9285).

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

2011

Growing parallel paths for entity-page discovery

Weninger, T., Fumarola, F., Lin, C. X., Barber, R., Han, J. & Malerba, D., Apr 29 2011, Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011. p. 145-146 2 p. (Proceedings of the 20th International Conference Companion on World Wide Web, WWW 2011).

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

Collection-based sparse label propagation and its application on social group suggestion from photos

Yu, J., Jin, X., Han, J. & Luo, J., Feb 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 2, 12.

Research output: Contribution to journalArticle

2013

A feature-enhanced ranking-based classifier for multimodal data and heterogeneous information networks

Chen, S. D., Chen, Y. Y., Han, J. & Moulin, P., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 997-1002 6 p., 6729588.

Research output: Contribution to journalConference article

2014

Scalable moment-based inference for latent Dirichlet allocation

Wang, C., Liu, X., Song, Y. & Han, J., Jan 1 2014, Machine Learning and Knowledge Discovery in Databases - European Conference, ECML PKDD 2014, Proceedings. PART 3 ed. Springer-Verlag, p. 290-305 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 8726 LNAI, no. PART 3).

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

2013

Clustered support vector machines

Gu, Q. & Han, J., Jan 1 2013, In : Journal of Machine Learning Research. 31, p. 307-315 9 p.

Research output: Contribution to journalConference article

2012

SocialCube: A text cube framework for analyzing social media data

Liu, X., Tang, K., Hancock, J., Han, J., Song, M., Xu, R., Manikonda, V. & Pokorny, B., Jan 1 2012, Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012. IEEE Computer Society, p. 252-259 8 p. 6542448. (Proceedings of the 2012 ASE International Conference on Social Informatics, SocialInformatics 2012).

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

2018

Weakly-supervised relation extraction by pattern-enhanced embedding learning

Qu, M., Ren, X., Zhang, Y. & Han, J., Apr 10 2018, The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018. Association for Computing Machinery, Inc, p. 1257-1266 10 p. (The Web Conference 2018 - Proceedings of the World Wide Web Conference, WWW 2018).

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

2011

Methods for mining frequent items in data streams: An overview

Liu, H., Lin, Y. & Han, J., Jan 1 2011, In : Knowledge and Information Systems. 26, 1, p. 1-30 30 p.

Research output: Contribution to journalArticle

2013

A framework of traveling companion discovery on trajectory data streams

Tang, L. A., Zheng, Y., Yuan, J., Han, J., Leung, A., Peng, W. C. & Porta, T. L., Dec 1 2013, In : ACM Transactions on Intelligent Systems and Technology. 5, 1, 2542185.

Research output: Contribution to journalArticle

2014

Mining Query-Based Subnetwork Outliers in Heterogeneous Information Networks

Zhuang, H., Zhang, J., Brova, G., Tang, J., Cam, H., Yan, X. & Han, J., Jan 1 2014, Proceedings - 14th IEEE International Conference on Data Mining, ICDM 2014. Kumar, R., Toivonen, H., Pei, J., Zhexue Huang, J. & Wu, X. (eds.). January ed. Institute of Electrical and Electronics Engineers Inc., p. 1127-1132 6 p. 7023458. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2015-January, no. January).

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

2011

On Link-based similarity join

Sun, L., Cheng, R., Li, X., Cheung, D. W. & Han, J., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 11, p. 714-725 12 p.

Research output: Contribution to journalArticle

2019

Parsimonious Morpheme Segmentation with an Application to Enriching Word Embeddings

El-Kishky, A., Xu, F., Zhang, A. & Han, J., Dec 2019, Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019. Baru, C., Huan, J., Khan, L., Hu, X. T., Ak, R., Tian, Y., Barga, R., Zaniolo, C., Lee, K. & Ye, Y. F. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 64-73 10 p. 9005957. (Proceedings - 2019 IEEE International Conference on Big Data, Big Data 2019).

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

2011

Exposing complex bug-triggering conditions in distributed systems via graph mining

Seo, E., Khan, M. M. H., Mohapatra, P., Han, J. & Abdelzaher, T., Nov 7 2011, Proceedings - 2011 International Conference on Parallel Processing, ICPP 2011. p. 186-195 10 p. 6047187. (Proceedings of the International Conference on Parallel Processing).

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

Bidirectional mining of non-redundant recurrent rules from a sequence database

Lo, D., Ding, B., Lucia & Han, J., Jun 6 2011, 2011 IEEE 27th International Conference on Data Engineering, ICDE 2011. p. 1043-1054 12 p. 5767848. (Proceedings - International Conference on Data Engineering).

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

Locally consistent concept factorization for document clustering

Cai, D., He, X. & Han, J., Mar 15 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 6, p. 902-913 12 p., 5567104.

Research output: Contribution to journalArticle

2014

Pattern-growth methods

Han, J. & Pei, J., Jul 1 2014, Frequent Pattern Mining. Springer International Publishing, Vol. 9783319078212. p. 65-81 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2013

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

2012

Parallel field ranking

Ji, M., Lin, B., He, X., Cai, D. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 723-731 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2014

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

2011

Correlated multi-label feature selection

Gu, Q., Li, Z. & Han, J., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1087-1096 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

2018

TaxoGen: Unsupervised topic taxonomy construction by adaptive term embedding and clustering

Zhang, C., Tao, F., Chen, X., Shen, J., Jiang, M., Sadler, B., Vanni, M. & 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. 2701-2709 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

2017

Construction of structured heterogeneous networks from massive text data

Han, J., May 14 2017, Proceedings of the 2nd ACM SIGMOD Workshop on Network Data Analytics, NDA 2017. Roy, S., Bhattacharya, A. & Arora, A. (eds.). Association for Computing Machinery, Inc, 1. (Proceedings of the 2nd ACM SIGMOD Workshop on Network Data Analytics, NDA 2017).

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

Unsupervised concept categorization and extraction from scientific document titles

Krishnan, A., Sankar, A., Zhi, S. & Han, J., Nov 6 2017, CIKM 2017 - Proceedings of the 2017 ACM Conference on Information and Knowledge Management. Association for Computing Machinery, p. 1339-1348 10 p. (International Conference on Information and Knowledge Management, Proceedings; vol. Part F131841).

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

2013

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

2018

A spherical hidden Markov model for semantics-rich human mobility modeling

Zhu, W., Zhang, C., Yao, S., Gao, X. & Han, J., Jan 1 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI Press, p. 4613-4620 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

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

2019

Cube2net: Efficient query-specific network construction with data cube organization

Yang, C. & Han, J., Nov 2019, Proceedings - 19th IEEE International Conference on Data Mining Workshops, ICDMW 2019. Papapetrou, P., Cheng, X. & He, Q. (eds.). IEEE Computer Society, p. 1088-1089 2 p. 8955528. (IEEE International Conference on Data Mining Workshops, ICDMW; vol. 2019-November).

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

2012

A bayesian approach to discovering truth from conflicting sources for data integration

Zhao, B., Rubinstein, B. I. P., Gemmell, J. & Han, J., Feb 2012, In : Proceedings of the VLDB Endowment. 5, 6, p. 550-561 12 p.

Research output: Contribution to journalArticle

2016

Modeling check-in preferences with multidimensional knowledge: A minimax entropy approach

Wang, J., Li, M., Han, J. & Wang, X., Feb 8 2016, WSDM 2016 - Proceedings of the 9th ACM International Conference on Web Search and Data Mining. Association for Computing Machinery, Inc, p. 297-306 10 p. (WSDM 2016 - Proceedings of the 9th 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

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

2011

Learning search tasks in queries and web pages via graph regularization

Ji, M., Yan, J., Gu, S., Han, J., He, X., Zhang, W. V. & Chen, Z., Jan 1 2011, SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, p. 55-64 10 p. (SIGIR'11 - Proceedings of the 34th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

2017

Bridging collaborative filtering and semi-supervised learning: A neural approach for POI recommendation

Yang, C., Bai, L., Zhang, C., Yuan, Q. & Han, J., Aug 13 2017, KDD 2017 - Proceedings of the 23rd ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 1245-1254 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. Part F129685).

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

2013

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

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

A survey of datamining methods for sensor network bug diagnosis

Abdelzaher, T. & Han, J., Jul 1 2013, Managing and Mining Sensor Data. Springer US, Vol. 9781461463092. p. 429-458 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

2014

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

2011

Cloud-based malware detection for evolving data streams

Masud, M. M., Al-Khateeb, T. M., Hamlen, K. W., Gao, J., Khan, L., Han, J. & Thuraisingham, B., Oct 1 2011, In : ACM Transactions on Management Information Systems. 2, 3, 16.

Research output: Contribution to journalArticle

2012

Towards active learning on graphs: An error bound minimization approach

Gu, Q. & Han, J., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 882-887 6 p. 6413838. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

2018

Towards quality aware information integration in distributed sensing systems

Jiang, W., Miao, C., Su, L., Li, Q., Hu, S., Wang, S., Gao, J., Liu, H., Abdelzaher, T. F., Han, J., Liu, X., Gao, Y. & Kaplan, L., Jan 2018, In : IEEE Transactions on Parallel and Distributed Systems. 29, 1, p. 198-211 14 p.

Research output: Contribution to journalArticle

2015

AdaQAC: Adaptive query auto-completion via implicit negative feedback

Zhang, A., Goyal, A., Kong, W., Deng, H., Dong, A., Chang, Y., Gunter, C. A. & Han, J., Aug 9 2015, SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval. Association for Computing Machinery, Inc, p. 143-152 10 p. (SIGIR 2015 - Proceedings of the 38th International ACM SIGIR Conference on Research and Development in Information Retrieval).

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

2016

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

Knowledge fragment enrichment using domain knowledge base

Zhang, J., Zhuang, H., Song, Y., Han, J., Zhang, Y., Tang, J. & Li, J., Jan 1 2016, Social Media Processing - 5th National Conference, SMP 2016, Proceedings. Lin, H., Li, Y., Xiang, G. & Wang, M. (eds.). Springer-Verlag, p. 274-286 13 p. (Communications in Computer and Information Science; vol. 669).

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