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Author

  • Huan Liu
2011

A dilemma in assessing stability of feature selection algorithms

Alelyani, S., Zhao, Z. & Liu, H., Nov 24 2011, Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 - Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011. p. 701-707 7 p. 6063062. (Proc.- 2011 IEEE International Conference on HPCC 2011 - 2011 IEEE International Workshop on FTDCS 2011 -Workshops of the 2011 Int. Conf. on UIC 2011- Workshops of the 2011 Int. Conf. ATC 2011).

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

27 Scopus citations

Connecting users with similar interests via tag network inference

Wang, X., Liu, H. & Fan, W., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 1019-1024 6 p. (International Conference on Information and Knowledge Management, Proceedings).

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

13 Scopus citations

Disruption of zebrafish (Danio rerio) reproduction upon chronic exposure to TiO2 nanoparticles

Wang, J., Zhu, X., Zhang, X., Zhao, Z., Liu, H., George, R., Wilson-Rawls, N., Chang, Y. & Chen, Y., Apr 1 2011, In : Chemosphere. 83, 4, p. 461-467 7 p.

Research output: Contribution to journalArticle

108 Scopus citations

Document clustering via matrix representation

Wang, X., Tang, J. & Liu, H., Dec 1 2011, Proceedings - 11th IEEE International Conference on Data Mining, ICDM 2011. p. 804-813 10 p. 6137285. (Proceedings - IEEE International Conference on Data Mining, ICDM).

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

9 Scopus citations

Enhancing accessibility of microblogging messages using semantic knowledge

Hu, X., Tang, L. & Liu, H., Dec 13 2011, CIKM'11 - Proceedings of the 2011 ACM International Conference on Information and Knowledge Management. p. 2465-2468 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

20 Scopus citations

Exploiting vulnerability to secure user privacy on a social networking site

Gundecha, P., Barbier, G. & Liu, H., Sep 16 2011, Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, KDD'11. p. 511-519 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

48 Scopus citations

Extracting geographic knowledge from sensor intervention data using spatial association rules

Kondaveeti, A., Liu, H., Runger, G. & Rowe, J., Sep 1 2011, ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services. p. 127-130 4 p. 5969018. (ICSDM 2011 - Proceedings 2011 IEEE International Conference on Spatial Data Mining and Geographical Knowledge Services).

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

2 Scopus citations

Feature selection strategy in text classification

Fung, P. C. G., Morstatter, F. & Liu, H., Jun 8 2011, Advances in Knowledge Discovery and Data Mining - 15th Pacific-Asia Conference, PAKDD 2011, Proceedings. PART 1 ed. p. 26-37 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6634 LNAI, no. PART 1).

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

6 Scopus citations

Group profiling for understanding social structures

Tang, L., Xufei Wang, W. & Liu, H., Oct 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 3, 1, 15.

Research output: Contribution to journalArticle

18 Scopus citations

Information provenance in social media

Barbier, G. & Liu, H., Mar 14 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 276-283 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

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

12 Scopus citations

Introduction

Liu, H. & Nau, D., Oct 1 2011, In : ACM Transactions on Intelligent Systems and Technology. 3, 1, 6.

Research output: Contribution to journalEditorial

Leveraging social media networks for classification

Tang, L. & Liu, H., Nov 1 2011, In : Data Mining and Knowledge Discovery. 23, 3, p. 447-478 32 p.

Research output: Contribution to journalArticle

144 Scopus citations

Promoting coordination for disaster relief - From crowdsourcing to coordination

Gao, H., Wang, X., Barbier, G. & Liu, H., Mar 14 2011, Social Computing, Behavioral-Cultural Modeling and Prediction - 4th International Conference, SBP 2011, Proceedings. p. 197-204 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 6589 LNCS).

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

40 Scopus citations

Quantifying features using false nearest neighbors: An unsupervised approach

Filho, J. A. A., Carvalho, A. C. P. L. F., Mello, R. F., Alelyani, S. & Liu, H., Dec 1 2011, Proceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011. p. 994-997 4 p. 6103461. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

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

1 Scopus citations

Quantifying the trustworthiness of social media content

Moturu, S. T. & Liu, H., Jun 1 2011, In : Distributed and Parallel Databases. 29, 3, p. 239-260 22 p.

Research output: Contribution to journalArticle

21 Scopus citations

Sensor networks: Decentralized monitoring and subspace classification of events

Yagnik, N., Liu, H. & Fernaygndo, H. J. S., May 1 2011, In : International Journal of General Systems. 40, 4, p. 457-483 27 p.

Research output: Contribution to journalArticle

4 Scopus citations

Spectral feature selection for data mining

Zhao, Z. A. & Liu, H., Jan 1 2011, CRC Press. 199 p.

Research output: Book/ReportBook

34 Scopus citations

The effect of the characteristics of the dataset on the selection stability

Alelyani, S., Liu, H. & Wang, L., Dec 1 2011, Proceedings - 2011 23rd IEEE International Conference on Tools with Artificial Intelligence, ICTAI 2011. p. 970-977 8 p. 6103458. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI).

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

17 Scopus citations

Understanding online groups through social media

Barbier, G., Tang, L. & Liu, H., Dec 1 2011, In : Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery. 1, 4, p. 330-338 9 p.

Research output: Contribution to journalArticle

10 Scopus citations

Understanding user migration patterns in social media

Kumar, S., Zafarani, R. & Liu, H., 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. 1204-1209 6 p. (Proceedings of the National Conference on Artificial Intelligence; vol. 2).

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

23 Scopus citations
2012

Analyzing behavior of the influential across social media

Agarwal, N., Kumar, S., Gao, H., Zafarani, R. & Liu, H., Jan 1 2012, Behavior Computing: Modeling, Analysis, Mining and Decision. Springer-Verlag London Ltd, p. 3-19 17 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

4 Scopus citations

Community detection via heterogeneous interaction analysis

Tang, L., Wang, X. & Liu, H., Jul 1 2012, In : Data Mining and Knowledge Discovery. 25, 1, p. 1-33 33 p.

Research output: Contribution to journalArticle

126 Scopus citations

Discovering trust networks for the selection of trustworthy service providers in complex contextual social networks

Liu, G., Wang, Y., Orgun, M. A. & Liu, H., Sep 24 2012, Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012. p. 384-391 8 p. 6257831. (Proceedings - 2012 IEEE 19th International Conference on Web Services, ICWS 2012).

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

22 Scopus citations

Enriching short text representation in microblog for clustering

Tang, J., Wang, X., Gao, H., Hu, X. & Liu, H., Feb 1 2012, In : Frontiers of Computer Science in China. 6, 1, p. 88-101 14 p.

Research output: Contribution to journalArticle

61 Scopus citations

Ensemble feature selection in face recognition: ICMLA 2012 challenge

Alelyani, S. & Liu, H., Dec 1 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 588-591 4 p. 6406801. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 2).

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

5 Scopus citations

eTrust: Understanding trust evolution in an online world

Tang, J., Gao, H., Liu, H. & Das Sarmas, A., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 253-261 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

109 Scopus citations

Exploring social-historical ties on location-based social networks

Gao, H., Tang, J. & Liu, H., Dec 1 2012, ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media. p. 114-121 8 p. (ICWSM 2012 - Proceedings of the 6th International AAAI Conference on Weblogs and Social Media).

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

169 Scopus citations

Faceted browsing over social media

Nambiar, U., Faruquie, T., Kumar, S., Morstatter, F. & Liu, H., Dec 31 2012, Big Data Analytics - First International Conference, BDA 2012, Proceedings. p. 91-100 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7678 LNCS).

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

1 Scopus citations

Feature selection with linked data in social media

Tang, J. & Liu, H., Dec 1 2012, Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012. p. 118-128 11 p. (Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012).

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

70 Scopus citations

gSCorr: Modeling geo-social correlations for new check-ins on location-based social networks

Gao, H., Tang, J. & Liu, H., Dec 19 2012, CIKM 2012 - Proceedings of the 21st ACM International Conference on Information and Knowledge Management. p. 1582-1586 5 p. (ACM International Conference Proceeding Series).

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

124 Scopus citations

Identifying evolving groups in dynamic multimode networks

Tang, L., Liu, H. & Zhang, J., Jan 1 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 1, p. 72-85 14 p., 5959168.

Research output: Contribution to journalArticle

75 Scopus citations

Integrating social media data for community detection

Tang, J., Wang, X. & Liu, H., Oct 24 2012, Modeling and Mining Ubiquitous Social Media - International Workshop, MSM 2011, MUSE 2011, Revised Selected Papers. p. 1-20 20 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7472 LNAI).

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

18 Scopus citations

Lessons learned in using social media for disaster relief - ASU crisis response game

Abbasi, M. A., Kumar, S., Filho, J. A. A. & Liu, H., Apr 3 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 282-289 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

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

33 Scopus citations

Manipulating data and dimension reduction methods: Feature selection

Liu, H. & Zhao, Z., Nov 1 2012, Computational Complexity: Theory, Techniques, and Applications. Springer New York, Vol. 9781461418009. p. 1790-1800 11 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

10 Scopus citations

Maximizing benefits from crowdsourced data

Barbier, G., Zafarani, R., Gao, H., Fung, G. & Liu, H., Sep 1 2012, In : Computational and Mathematical Organization Theory. 18, 3, p. 257-279 23 p.

Research output: Contribution to journalArticle

46 Scopus citations

Modeling blogger influence in a community

Agarwal, N., Liu, H., Tang, L. & Yu, P. S., Jan 1 2012, In : Social Network Analysis and Mining. 2, 2, p. 139-162 24 p.

Research output: Contribution to journalArticle

38 Scopus citations

MTrust: Discerning multi-faceted trust in a connected world

Tang, J., Gao, H. & Liu, H., Mar 15 2012, WSDM 2012 - Proceedings of the 5th ACM International Conference on Web Search and Data Mining. p. 93-102 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

174 Scopus citations

Navigating Information Facets on Twitter (NIF-T)

Kumar, S., Morstatter, F., Marshall, G., Liu, H. & Nambiar, U., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 1548-1551 4 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

10 Scopus citations

Opening doors to sharing social media data

Morstatter, F., Liu, H. & Zeng, D., Jan 1 2012, In : IEEE Intelligent Systems. 27, 1, p. 47-51 5 p., 6163561.

Research output: Contribution to journalArticle

6 Scopus citations

Real-world behavior analysis through a social media lens

Abbasi, M. A., Chai, S. K., Liu, H. & Sagoo, K., Apr 3 2012, Social Computing, Behavioral-Cultural Modeling and Prediction, 5th International Conference, SBP 2012, Proceedings. p. 18-26 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7227 LNCS).

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

23 Scopus citations

Scalable learning of collective behavior

Tang, L., Wang, X. & Liu, H., May 7 2012, In : IEEE Transactions on Knowledge and Data Engineering. 24, 6, p. 1080-1091 12 p., 5710923.

Research output: Contribution to journalArticle

29 Scopus citations

Social status and role analysis of Palin's email network

Hu, X. & Liu, H., May 21 2012, WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion. p. 531-532 2 p. (WWW'12 - Proceedings of the 21st Annual Conference on World Wide Web Companion).

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

15 Scopus citations

Supervised low rank matrix approximation for stable feature selection

Alelyani, S. & Liu, H., Dec 1 2012, Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012. p. 324-329 6 p. 6406683. (Proceedings - 2012 11th International Conference on Machine Learning and Applications, ICMLA 2012; vol. 1).

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

Text analytics in social media

Hu, X. & Liu, H., Aug 1 2012, Mining Text Data. Springer US, Vol. 9781461432234. p. 385-414 30 p.

Research output: Chapter in Book/Report/Conference proceedingChapter

85 Scopus citations

Unsupervised feature selection for linked social media data

Tang, J. & Liu, H., Sep 14 2012, KDD'12 - 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining. p. 904-912 9 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining).

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

117 Scopus citations

User Identification Across Social Media

Liu, H., Dec 6 2012

Research output: Patent

Welcome from the conference chairs

Ghosh, J., Liu, H. & Kamath, C., Dec 1 2012, In : Proceedings of the 12th SIAM International Conference on Data Mining, SDM 2012.

Research output: Contribution to journalEditorial

2013

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., 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. 306-314 9 p. (Proceedings of the 2013 SIAM International Conference on Data Mining, SDM 2013).

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

14 Scopus citations

ActNeT: Active learning for networked texts in microblogging

Hu, X., Tang, J., Gao, H. & Liu, H., 2013, SIAM International Conference on Data Mining 2013, SMD 2013. Society for Industrial and Applied Mathematics Publications, p. 306-314 9 p.

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

A tool for assisting provenance search in social media

Ranganath, S., Gundecha, P. & Liu, H., Dec 11 2013, CIKM 2013 - Proceedings of the 22nd ACM International Conference on Information and Knowledge Management. p. 2517-2520 4 p. (International Conference on Information and Knowledge Management, Proceedings).

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

5 Scopus citations