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2016

Foreword

Han, J., Apr 19 2016, Contrast Data Mining: Concepts, Algorithms, and Applications. CRC Press, p. xix-xx

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

2013

Semantic frame-based document representation for comparable corpora

Kim, H., Ren, X., Sun, Y., Wang, C. & Han, J., Dec 1 2013, In : Proceedings - IEEE International Conference on Data Mining, ICDM. p. 350-359 10 p., 6729519.

Research output: Contribution to journalConference article

Semantics
Radiation
Conveying
Experiments
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

Supervised learning
Labeling
Learning algorithms
Classifiers
2010

TopCells: Keyword-based search of top-k aggregated documents in text cube

Ding, B., Zhao, B., Lin, C. X., Han, J. & Zhai, C., Jun 1 2010, 26th IEEE International Conference on Data Engineering, ICDE 2010 - Conference Proceedings. p. 381-384 4 p. 5447838. (Proceedings - International Conference on Data Engineering).

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

Experiments
2012

Building enriched web page representations using link paths

Weninger, T., Zhai, C. & Han, J., Jul 25 2012, HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media. p. 53-62 10 p. (HT'12 - Proceedings of 23rd ACM Conference on Hypertext and Social Media).

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

Anchors
Websites
Search engines
World Wide Web
2014

Leveraging periodicity in human mobility for next place prediction

Prabhala, B., Wang, J., Deb, B., La Porta, T. & Han, J., Nov 10 2014, IEEE Wireless Communications and Networking Conference, WCNC. Institute of Electrical and Electronics Engineers Inc., p. 2665-2670 6 p. 6952829. (IEEE Wireless Communications and Networking Conference, WCNC).

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

2011

On trivial solution and scale transfer problems in graph regularized NMF

Gu, Q., Ding, C. & Han, J., Dec 1 2011, IJCAI 2011 - 22nd International Joint Conference on Artificial Intelligence. p. 1288-1293 6 p. (IJCAI International Joint Conference on Artificial Intelligence).

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

Factorization
Experiments
2012

Efficient mining of correlated sequential patterns based on null hypothesis

Lin, C. X., Ji, M., Danilevsky, M. & Han, J., Dec 7 2012, Web-KR'12 - Proceedings of the 2012 ACM International Workshop on Web-Scale Knowledge Representation, Retrieval and Reasoning, Co-located with CIKM 2012. p. 17-24 8 p. (International Conference on Information and Knowledge Management, Proceedings).

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

Sequential patterns
Data mining
Pattern mining
Methodology
Data base
2010

Entity relation discovery from web tables and links

Lin, C. X., Zhao, B., Weninger, T., Han, J. & Liu, B., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 1145-1146 2 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

World Wide Web
Experiments

Discriminative frequent subgraph mining with optimality guarantees

Thoma, M., Cheng, H., Gretton, A., Han, J., Kriegel, H. P., Smola, A., Song, L., Yu, P. S., Yan, X. & Borgwardt, K. M., Oct 2010, In : Statistical Analysis and Data Mining. 3, 5, p. 302-318 17 p.

Research output: Contribution to journalArticle

Feature extraction
Subgraph
Mining
Optimality
Feature Selection

Mining knowledge from databases: An information network analysis approach

Han, J., Sun, Y., Yan, X. & Yu, P. S., Jul 23 2010, Proceedings of the 2010 International Conference on Management of Data, SIGMOD '10. p. 1251-1252 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Electric network analysis
Data integration
Consolidation
Cleaning
Data storage equipment
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

Taxicabs
Pickups
Urban planning
Graph theory
Hidden Markov models
2010

Mining periodic behaviors for moving objects

Li, Z., Ding, B., Han, J., Kays, R. & Nye, P., 2010, KDD'10 - Proceedings of the 16th ACM SIGKDD International Conference on Knowledge Discovery and Data. p. 1099-1108 10 p.

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

Autocorrelation
Fourier transforms
Statistical Models
2012

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

Data mining
Global positioning system
Sensors
Experiments
Uncertainty
2014

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

Sensors
Data mining
Traffic control
Cyber Physical System
Information management

Mining latent entity structures from massive unstructured and interconnected data

Han, J. & Wang, C., Jan 1 2014, SIGMOD 2014 - Proceedings of the 2014 ACM SIGMOD International Conference on Management of Data. Association for Computing Machinery, p. 1409-1410 2 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

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

Information retrieval
Information management
Explosions
Data mining
Websites

Heterogeneous graph-based intent learning with queries, web pages and Wikipedia concepts

Ren, X., Wang, Y., Yu, X., Yan, J., Chen, Z. & 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. 23-32 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

Learning algorithms
Websites
Industry
Experiments
2010

CETR - Content extraction via tag ratios

Weninger, T., Hsu, W. H. & Han, J., Jul 20 2010, Proceedings of the 19th International Conference on World Wide Web, WWW '10. p. 971-980 10 p. (Proceedings of the 19th International Conference on World Wide Web, WWW '10).

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

HTML

Scalable link-based similarity computation and clustering

Yin, X., Han, J. & Yu, P. S., Jan 1 2010, Link Mining: Models, Algorithms, and Applications. Springer New York, Vol. 9781441965158. p. 45-71 27 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

Cluster Analysis
Semantics
Databases
Costs and Cost Analysis
Object Attachment
2012

Citation prediction in heterogeneous bibliographic networks

Yu, X., Gu, Q., Zhou, M. & Han, J., Dec 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 1119-1130 12 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

Experiments
2011

Unsupervised disaggregation of low frequency power measurements

Kim, H., Marwah, M., Arlitt, M., Lyon, G. & Han, J., Dec 1 2011, Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011. p. 747-758 12 p. (Proceedings of the 11th SIAM International Conference on Data Mining, SDM 2011).

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

Conservation
Hidden Markov models
Climate change
2014

Be appropriate and funny: Automatic entity morph encoding

Zhang, B., Huang, H., Pan, X., Ji, H., Knight, K., Wen, Z., Sun, Y., Han, J. & Yener, B., Jan 1 2014, Long Papers. Association for Computational Linguistics (ACL), p. 706-711 6 p. (52nd Annual Meeting of the Association for Computational Linguistics, ACL 2014 - Proceedings of the Conference; vol. 2).

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

censorship
social media
humor
Internet
Encoding
2012

Estimating OLAP queries over uncertain and imprecise multidimensional data streams

Cuzzocrea, A. & Han, J., Sep 1 2012, In : Engineering Intelligent Systems. 20, 3, p. 171-181 11 p.

Research output: Contribution to journalArticle

Probability distributions
Distribution functions
Semantics
Uncertainty
2011

Learning a Kernel for multi-task clustering

Gu, Q., Li, Z. & Han, J., Nov 2 2011, AAAI-11 / IAAI-11 - Proceedings of the 25th AAAI Conference on Artificial Intelligence and the 23rd Innovative Applications of Artificial Intelligence Conference. p. 368-373 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 1).

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

Unsupervised learning
Hilbert spaces
Linear programming
Experiments
2012

Mining diversity on social media networks

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

Research output: Contribution to journalArticle

Electric network analysis
Websites
Semantics
Availability
Bandwidth
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

Websites
2014

ClusCite: Effective citation recommendation by information network-based clustering

Ren, X., Liu, J., Yu, X., Khandelwal, U., Gu, Q., Wang, L. & Han, J., Jan 1 2014, KDD 2014 - Proceedings of the 20th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 821-830 10 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

Experiments
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

Sensor networks
Cameras
Cyber Physical System
Sensors
Experiments
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

Data integration
Sampling
Experiments
2016

KnowSim: A document similarity measure on structured heterogeneous information networks

Wang, C., Song, Y., Li, H., Zhang, M. & Han, J., Jan 5 2016, Proceedings - 15th IEEE International Conference on Data Mining, ICDM 2015. Aggarwal, C., Zhou, Z-H., Tuzhilin, A., Xiong, H. & Wu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1015-1020 6 p. 7373428. (Proceedings - IEEE International Conference on Data Mining, ICDM; vol. 2016-January).

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

Semantics
Experiments
2014

Automatic construction and ranking of topical keyphrases on collections of short documents

Danilevsky, M., Wang, C., Desai, N., Ren, X., Guo, J. & Han, J., Jan 1 2014, SIAM International Conference on Data Mining 2014, SDM 2014. Zaki, M. J., Banerjee, A., Parthasarathy, S., Ning-Tan, P., Obradovic, Z. & Kamath, C. (eds.). Society for Industrial and Applied Mathematics Publications, p. 398-406 9 p. (SIAM International Conference on Data Mining 2014, SDM 2014; vol. 1).

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

2015

KnowEnG: A knowledge engine for genomics

Sinha, S., Song, J., Weinshilboum, R., Jongeneel, V. & Han, J., Jan 1 2015, In : Journal of the American Medical Informatics Association. 22, 6, p. 1115-1119 5 p.

Research output: Contribution to journalArticle

Genomics
Data Mining
Knowledge Bases
Pharmacogenetics
National Institutes of Health (U.S.)
2013

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

Regular hexahedron
Cell
Text Analysis
Text
Baseline
2011

The joint inference of topic diffusion and evolution in social communities

Lin, C. X., Mei, Q., Han, J., Jiang, Y. & Danilevsky, M., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 378-387 10 p. 6137242. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

Videodisks
Experiments
Statistical Models
2014

Personalized entity recommendation: A heterogeneous information network approach

Yu, X., Ren, X., Sun, Y., Gu, Q., Sturt, B., Khandelwal, U., Norick, B. & 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. 283-292 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

Feedback
2015

Constructing topical hierarchies in heterogeneous information networks

Wang, C., Liu, J., Desai, N., Danilevsky, M. & Han, J., Sep 17 2015, In : Knowledge and Information Systems. 44, 3, p. 529-558 30 p.

Research output: Contribution to journalArticle

Heterogeneous networks
Data mining
Industry
Experiments
2017

PReP: Path-based relevance from a probabilistic perspective in heterogeneous information networks

Shi, Y., Chan, P. W., Zhuang, H., Gui, H. & 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. 425-434 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

Experiments

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

Experiments
2012

Data Mining: Concepts and Techniques

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

Research output: Book/ReportBook

Data mining
Acoustic waves
Data warehouses
Learning systems
Scalability
2016

Entity disambiguation with linkless knowledge bases

Li, Y., Tan, S., Sun, H., Han, J., Roth, D. & Yan, X., Jan 1 2016, 25th International World Wide Web Conference, WWW 2016. International World Wide Web Conferences Steering Committee, p. 1261-1270 10 p. (25th International World Wide Web Conference, WWW 2016).

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

Semantics
2013

Mining evidences for named entity disambiguation

Li, Y., Wang, C., Han, F., Han, J., Roth, D. & Yan, X., 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. 1070-1078 9 p. 2487681. (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

Semantics
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

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

Learning systems
Feature extraction
Experiments
Quality Measures
Community Structure
2017

MetaPAD: Meta pattern discovery from massive text corpora

Jiang, M., Shang, J., Cassidy, T., Ren, X., Kaplan, L. M., Hanratty, T. P. & 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. 877-886 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

Experiments
2016

Collaborative multi-level embedding learning from reviews for rating prediction

Wei, Z., Yuan, Q., Han, J. & Jianyong, W., Jan 1 2016, In : IJCAI International Joint Conference on Artificial Intelligence. 2016-January, p. 2986-2992 7 p.

Research output: Contribution to journalConference article

Factorization
2013

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

Heterogeneous networks
Data mining
Industry
Experiments
2011

Studies in Computational Intelligence: Foreword

Han, J., Mar 7 2011, Mining of Data with Complex Structures. (Studies in Computational Intelligence; vol. 333).

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

Artificial intelligence
2010

Preface

Yu, P. S., Faloutsos, C. & Han, J., Jan 1 2010, Link Mining: Models, Algorithms, and Applications. Springer New York, Vol. 9781441965158. p. v

Research output: Chapter in Book/Report/Conference proceedingForeword/postscript

2011

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

Costs
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
Data mining