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Author

  • Jiawei Han
Article

Mining sensor data in cyber-physical systems

Tang, L. A., Han, J. & Jiang, G., Jun 2014, In : Tsinghua Science and Technology. 19, 3, p. 225-234 10 p., 6838193.

Research output: Contribution to journalArticle

Mining strong relevance between heterogeneous entities from unstructured biomedical data

Ji, M., He, Q., Han, J. & Spangler, S., Jul 8 2015, In : Data Mining and Knowledge Discovery. 29, 4, p. 976-998 23 p.

Research output: Contribution to journalArticle

Mining top-K large structural patterns in a massive network

Zhu, F., Qu, Q., Lo, D., Yan, X., Han, J. & Yu, P. S., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 11, p. 807-818 12 p.

Research output: Contribution to journalArticle

Mining trajectory data and geotagged data in social media for road map inference

Li, J., Qin, Q., Han, J., Tang, L. A. & Lei, K. H., Feb 1 2015, In : Transactions in GIS. 19, 1, p. 1-18 18 p.

Research output: Contribution to journalArticle

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

MoveMine: Mining moving object data for discovery of animal movement patterns

Li, Z., Han, J., Ji, M., Tang, L. A., Yu, Y., Ding, B., Lee, J. G. & Kays, R., Jul 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 2, 4, 37.

Research output: Contribution to journalArticle

MoveMine 2.0: Mining object relationships from movement data

Wu, F., Lei, T. K. H., Li, Z. & Han, J., 2014, In : Proceedings of the VLDB Endowment. 7, 13, p. 1613-1616 4 p.

Research output: Contribution to journalArticle

Multidimensional data mining of traffic anomalies on large-scale road networks

Gonzalez, H., Han, J., Ouyang, Y. & Seith, S., Dec 1 2011, In : Transportation Research Record. 2215, p. 75-84 10 p.

Research output: Contribution to journalArticle

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

Multiscale online media simulation with SocialCube

Abdelzaher, T., Han, J., Hao, Y., Jing, A., Liu, D., Liu, S., Nguyen, H. H., Nicol, D. M., Shao, H., Wang, T., Yao, S., Zhang, Y., Malik, O., Dipple, S., Flamino, J., Buchanan, F., Cohen, S., Korniss, G. & Szymanski, B. K., Jun 1 2020, In : Computational and Mathematical Organization Theory. 26, 2, p. 145-174 30 p.

Research output: Contribution to journalArticle

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 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

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

Pathsim: Meta path-based top-k similarity search in heterogeneous information networks

Sun, Y., Han, J., Yan, X., Yu, P. S. & Wu, T., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 11, p. 992-1003 12 p.

Research output: Contribution to journalArticle

Phrase mining of textual data to analyze extracellular matrix protein patterns across cardiovascular disease

Liem, D. A., Murali, S., Sigdel, D., Shi, Y., Wang, X., Shen, J., Choi, H., Caufield, J. H., Wang, W., Ping, P. & Han, J., Oct 2018, In : American Journal of Physiology - Heart and Circulatory Physiology. 315, 4, p. H910-H924

Research output: Contribution to journalArticle

Power-based diagnosis of node silence in remote high-end sensing systems

Yang, Y., Su, L., Khan, M., LeMay, M., Abdelzaher, T. & Han, J., Dec 2014, In : ACM Transactions on Sensor Networks. 11, 2, 33.

Research output: Contribution to journalArticle

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

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

Recurring and novel class detection using class-based ensemble for evolving data stream

Al-Khateeb, T., Masud, M. M., Al-Naami, K. M., Seker, S. E., Mustafa, A. M., Khan, L., Trabelsi, Z., Aggarwal, C. & Han, J., Oct 2016, In : IEEE Transactions on Knowledge and Data Engineering. 28, 10, p. 2752-2764 13 p., 7350165.

Research output: Contribution to journalArticle

Reinforced similarity integration in image-rich information networks

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

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

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

SHINE+: A General Framework for Domain-Specific Entity Linking with Heterogeneous Information Networks

Shen, W., Han, J., Wang, J., Yuan, X. & Yang, Z., Feb 1 2018, In : IEEE Transactions on Knowledge and Data Engineering. 30, 2, p. 353-366 14 p., 7990163.

Research output: Contribution to journalArticle

Socialspamguard: A data miningbased spam detection system for social media networks

Jin, X., Lin, C. X., Luo, J. & Han, J., Aug 1 2011, In : Proceedings of the VLDB Endowment. 4, 12, p. 1458-1461 4 p.

Research output: Contribution to journalArticle

Speed up kernel discriminant analysis

Cai, D., He, X. & Han, J., Jan 1 2011, In : VLDB Journal. 20, 1, p. 21-33 13 p.

Research output: Contribution to journalArticle

Splitter: Mining finegrained sequential patterns in semantic trajectories

Zhang, C., Han, J., Shou, L., Lu, J. & Porta, T. L., 2014, In : Proceedings of the VLDB Endowment. 7, 9, p. 769-780 12 p.

Research output: Contribution to journalArticle

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

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

Troubleshooting interactive complexity bugs in wireless sensor networks using data mining techniques

Khan, M. M. H., Khac Le, H., Ahmadi, H., Abdelzaher, T. F. & Han, J., Jan 1 2014, In : ACM Transactions on Sensor Networks. 10, 2, 2530290.

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

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

Unsupervised meta-path selection for text similarity measure based on heterogeneous information networks

Wang, C., Song, Y., Li, H., Zhang, M. & Han, J., Nov 1 2018, In : Data Mining and Knowledge Discovery. 32, 6, p. 1735-1767 33 p.

Research output: Contribution to journalArticle

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

Book

Data Mining: Concepts and Techniques

Han, J., Kamber, M. & Pei, J., Jan 1 2012, Elsevier Inc.

Research output: Book/Report/Conference proceedingBook

Frequent pattern mining

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

Research output: Book/Report/Conference proceedingBook

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

Chapter

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 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

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 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

Efficient direct mining of selective discriminative patterns for classification

Cheng, H., Han, J., Yan, X. & Yu, P. S., Apr 19 2016, Contrast Data Mining: Concepts, Algorithms, and Applications. CRC Press, p. 39-58 20 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

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

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

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

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

Sequential pattern mining

Shen, W., Wang, J. & Han, J., Jul 1 2014, Frequent Pattern Mining. Springer International Publishing, Vol. 9783319078212. p. 261-282 22 p.

Research output: Chapter in Book/Report/Conference proceedingChapter