Find Research Outputs

Search in all content

Filters for Research & Scholarship

Search concepts
Selected Filters

Publication Year

  • 2020
  • 2019
  • 2018
  • 2017
  • 2016
  • 2015
  • 2014
  • 2013
  • 2012
  • 2011

Author

  • Jiawei Han
2012

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 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1348-1356 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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

Latent community topic analysis: Integration of community discovery with topic modeling

Yin, Z., Cao, L., Gu, Q. & Han, J., Sep 1 2012, In : ACM Transactions on Intelligent Systems and Technology. 3, 4, 63.

Research output: Contribution to journalArticle

Learning hierarchical relationships among partially ordered objects with heterogeneous attributes and links

Wang, C., Han, J., Li, Q., Li, X., Lin, W. P. & Ji, H., Jan 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. Society for Industrial and Applied Mathematics Publications, p. 516-527 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

Learning influence from heterogeneous social networks

Liu, L., Tang, J., Han, J. & Yang, S., Nov 1 2012, In : Data Mining and Knowledge Discovery. 25, 3, p. 511-544 34 p.

Research output: Contribution to journalArticle

Locality preserving feature learning

Gu, Q., Danilevsky, M., Li, Z. & Han, J., Jan 1 2012, In : Journal of Machine Learning Research. 22, p. 477-485 9 p.

Research output: Contribution to journalConference article

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

Mining diversity on social media networks

Liu, L., Zhu, F., Jiang, M., Han, J., Sun, L. & Yang, S., Jan 2012, In : Multimedia Tools and Applications. 56, 1, p. 179-205 27 p.

Research output: Contribution to journalArticle

Mining event periodicity from incomplete observations

Li, Z., Wang, J. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 444-452 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Mining heterogeneous information networks: The next frontier

Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 2-3 2 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Mining knowledge from data: An information network analysis approach

Han, J., Sun, Y., Yan, X. & Yu, P. S., Jul 30 2012, In : Proceedings - International Conference on Data Engineering. p. 1214-1217 4 p., 6228171.

Research output: Contribution to journalConference article

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

Mining periodic behaviors of object movements for animal and biological sustainability studies

Li, Z., Han, J., Ding, B. & Kays, R., Mar 1 2012, In : Data Mining and Knowledge Discovery. 24, 2, p. 355-386 32 p.

Research output: Contribution to journalArticle

Modeling and exploiting heterogeneous bibliographic networks for expertise ranking

Deng, H., Han, J., Lyu, M. R. & King, I., Jul 11 2012, JCDL '12 - Proceedings of the 12th ACM/IEEE-CS Joint Conference on Digital Libraries. p. 71-80 10 p. (Proceedings of the ACM/IEEE Joint Conference on Digital Libraries).

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

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

Multidimensional sensor data analysis in cyber-physical system: An atypical cube approach

Tang, L. A., Yu, X., Kim, S., Han, J., Peng, W. C., Sun, Y., Leung, A. & La Porta, T., Jun 20 2012, In : International Journal of Distributed Sensor Networks. 2012, 724846.

Research output: Contribution to journalArticle

On discovery of traveling companions from streaming trajectories

Tang, L. A., Zheng, Y., Yuan, J., Han, J., Leung, A., Hung, C. C. & Peng, W. C., 2012, In : Proceedings - International Conference on Data Engineering. p. 186-197 12 p., 6228083.

Research output: Contribution to journalConference article

Optimizing index for taxonomy keyword search

Ding, B., Wang, H., Jin, R., Han, J. & Wang, Z., Jun 28 2012, SIGMOD '12 - Proceedings of the International Conference on Management of Data. p. 493-504 12 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Parallel field ranking

Ji, M., Lin, B., He, X., Cai, D. & Han, J., 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

Predicting future popularity trend of events in microblogging platforms

Gupta, M., Gao, J., Zhai, C. X. & Han, J., Dec 1 2012, In : Proceedings of the ASIST Annual Meeting. 49, 1

Research output: Contribution to journalArticle

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

Quality of information based data selection and transmission in wireless sensor networks

Su, L., Hu, S., Li, S., Liang, F., Gao, J., Abdelzaher, T. F. & Han, J., Dec 1 2012, Proceedings of the 2012 IEEE 33rd Real-Time Systems Symposium, RTSS 2012. p. 327-338 12 p. 6424815. (Proceedings - Real-Time Systems Symposium).

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

Query-driven discovery of semantically similar substructures in heterogeneous networks

Yu, X., Sun, Y., Zhao, P. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1500-1503 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

RankCompete: Simultaneous ranking and clustering of information networks

Cao, L., Jin, X., Yin, Z., Del Pozo, A., Luo, J., Han, J. & Huang, T. S., Oct 15 2012, In : Neurocomputing. 95, p. 98-104 7 p.

Research output: Contribution to journalArticle

Relation strength-aware clustering of heterogeneous information networks with incomplete attributes

Sun, Y., Aggarwal, C. C. & Han, J., Jan 2012, In : Proceedings of the VLDB Endowment. 5, 5, p. 394-405 12 p.

Research output: Contribution to journalArticle

Selective labeling via error bound minimization

Gu, Q., Zhang, T., Ding, C. & Han, J., Dec 1 2012, Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012, NIPS 2012. p. 323-331 9 p. (Advances in Neural Information Processing Systems; vol. 1).

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

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

Stream classification with recurring and novel class detection using class-based ensemble

Al-Khateeb, T., Masud, M. M., Khan, L., Aggarwal, C., Han, J. & Thuraisingham, B., Dec 1 2012, Proceedings - 12th IEEE International Conference on Data Mining, ICDM 2012. p. 31-40 10 p. 6413716. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

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

Tweet ranking based on heterogeneous networks

Huang, H., Zubiaga, A., Ji, H., Deng, H., Wang, D., Le, H., Abdelzaher, T., Han, J., Leung, A., Hancock, J. & Voss, C., Dec 1 2012, p. 1239-1256. 18 p.

Research output: Contribution to conferencePaper

Uncertainty reduction for knowledge discovery and information extraction on the world wide web

Ji, H., Deng, H. & Han, J., Jan 1 2012, In : Proceedings of the IEEE. 100, 9, p. 2658-2674 17 p., 6212297.

Research output: Contribution to journalArticle

User guided entity similarity search using meta-path selection in heterogeneous information networks

Yu, X., Sun, Y., Norick, B., Mao, T. & Han, J., Dec 19 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 2025-2029 5 p. (ACM International Conference Proceeding Series).

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

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

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

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

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

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

A multi-graph spectral framework for mining multi-source anomalies

Gao, J., Du, N., Fan, W., Turaga, D., Parthasarathy, S. & Han, J., Jan 1 2013, Graph Embedding for Pattern Analysis. Springer New York, p. 205-227 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

An exploration of discussion threads in social news sites: A case study of the Reddit community

Weninger, T., Zhu, X. A. & 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. 579-583 5 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

A phrase mining framework for recursive construction of a topical hierarchy

Wang, C., Danilevsky, M., Desai, N., Zhang, Y., Nguyen, P., Taula, T. & 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. 437-445 9 p. 2487631. (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

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

A survey of RFID data processing

Aggarwal, C. C. & Han, J., Jul 1 2013, Managing and Mining Sensor Data. Springer US, Vol. 9781461463092. p. 349-382 34 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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

Classification and adaptive novel class detection of feature-evolving data streams

Masud, M. M., Chen, Q., Khan, L., Aggarwal, C. C., Gao, J., Han, J., Srivastava, A. & Oza, N. C., Jun 3 2013, In : IEEE Transactions on Knowledge and Data Engineering. 25, 7, p. 1484-1497 14 p., 6205751.

Research output: Contribution to journalArticle

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

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

Constructing topical hierarchies in heterogeneous information networks

Wang, C., Danilevsky, M., Liu, J., Desai, N., Ji, H. & Han, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 767-776 10 p., 6729561.

Research output: Contribution to journalConference article

Content coverage maximization on word networks for hierarchical topic summarization

Wang, C., Yu, X., Li, Y., Zhai, C. & Han, J., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 249-258 10 p. (International Conference on Information and Knowledge Management, Proceedings).

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

EventCube: Multi-dimensional search and mining of structured and text data

Tao, F., Lei, K. H., Han, J., Zhai, C. X., Cheng, X., Danilevsky, M., Desai, N., Ding, B., Ge, J., Ji, H., Kanade, R., Kao, A., Li, Q., Li, Y., Lin, C. X., Liu, J., Oza, N., Srivastava, A., Tjoelker, R., Wang, C. & 2 others, Zhang, D. & Zhao, B., 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. 1494-1497 4 p. 2487718. (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

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., 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. 378-386 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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