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  • Jiawei Han
2012

Facing the reality of data stream classification: Coping with scarcity of labeled data

Masud, M. M., Woolam, C., Gao, J., Khan, L., Han, J., Hamlen, K. W. & Oza, N. C., Oct 1 2012, In : Knowledge and Information Systems. 33, 1, p. 213-244 32 p.

Research output: Contribution to journalArticle

Integrating community matching and outlier detection for mining evolutionary community outliers

Gupta, M., Gao, J., Sun, Y. & Han, J., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 859-867 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

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 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 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., 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., 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

2011

A general framework for efficient clustering of large datasets based on activity detection

Jin, X., Kim, S., Han, J., Cao, L. & Yin, Z., Feb 2011, In : Statistical Analysis and Data Mining. 4, 1, p. 11-29 19 p.

Research output: Contribution to journalArticle

Apollo: Towards factfinding in participatory sensing

Le, H. K., Pasternack, J., Ahmadi, H., Gupta, M., Sun, Y., Abdelzaher, T., Han, J., Roth, D., Szymanski, B. & Adali, S., Jun 23 2011, Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11. p. 129-130 2 p. 5779079. (Proceedings of the 10th ACM/IEEE International Conference on Information Processing in Sensor Networks, IPSN'11).

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

Applications of pattern discovery using sequential data mining

Gupta, M. & Han, J., Dec 1 2011, Pattern Discovery Using Sequence Data Mining: Applications and Studies. IGI Global, p. 1-23 23 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Approaches for pattern discovery using sequential data mining

Gupta, M. & Han, J., Dec 1 2011, Pattern Discovery Using Sequence Data Mining: Applications and Studies. IGI Global, p. 137-154 18 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

A spectral framework for detecting inconsistency across multi-source object relationships

Gao, J., Fan, W., Turaga, D., Parthasarathy, S. & Han, J., 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 1050-1055 6 p. 6137313. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Authorship classification: A discriminative syntactic tree mining approach

Kim, S., Kim, H., Weninger, T., Han, J. & Kim, H. D., 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. 455-464 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

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

Classification and novel class detection in concept-drifting data streams under time constraints

Masud, M., Gao, J., Khan, L., Han, J. & Thuraisingham, B. M., May 5 2011, In : IEEE Transactions on Knowledge and Data Engineering. 23, 6, p. 859-874 16 p., 5453372.

Research output: Contribution to journalArticle

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

Co-author relationship prediction in heterogeneous bibliographic networks

Sun, Y., Barber, R., Gupta, M., Aggarwal, C. C. & Han, J., Sep 19 2011, Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 2011. p. 121-128 8 p. 5992571. (Proceedings - 2011 International Conference on Advances in Social Networks Analysis and Mining, ASONAM 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

Collective topic modeling for heterogeneous networks

Deng, H., Zhao, B. & Han, J., 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. 1109-1110 2 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

Consensus extraction from heterogeneous detectors to improve performance over network traffic anomaly detection

Gao, J., Fan, W., Turaga, D., Verscheure, O., Meng, X., Su, L. & Han, J., Aug 2 2011, 2011 Proceedings IEEE INFOCOM. p. 181-185 5 p. 5934982. (Proceedings - IEEE INFOCOM).

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

Construction and analysis of web-based computer science information networks

Han, J., Jul 19 2011, Rough Sets, Fuzzy Sets, Data Mining and Granular Computing - 13th International Conference, RSFDGrC 2011, Proceedings. p. 1-2 2 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6743 LNAI).

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

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