Huan Liu

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	All	Since 2016
Citations	64846	35012
h-index	113	86
i10-index	414	326

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Jiliang TangMichigan State UniversityVerified email at msu.edu
Suhang WangPennsylvania State UniversityVerified email at psu.edu
Xia "Ben" HuAssociate Professor of Computer Science and Engineering, Texas A&M UniversityVerified email at cse.tamu.edu
Kai ShuAssistant Professor of Computer Science, Illinois Institute of TechnologyVerified email at iit.edu
Fred MorstatterUniversity of Southern California, Information Sciences InstituteVerified email at usc.edu
Hiroshi MotodaOsaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
Lei TangVerified email at acm.org
Jundong LiAssistant Professor, University of VirginiaVerified email at virginia.edu
Reza ZafaraniSyracuse UniversityVerified email at data.syr.edu
Manoranjan DashAssistant ProfessorVerified email at ntu.edu.sg
Rudy SetionoAssociate Professor, School of Computing, National University of SingaporeVerified email at nus.edu.sg
Nitin AgarwalJerry L. Maulden-Entergy Endowed Chair and Distinguished Professor of Information ScienceVerified email at ualr.edu
Huiji GaoLinkedInVerified email at linkedin.com
Lei YuDepartment of Computer Science, Binghamton UniversityVerified email at cs.binghamton.edu
Zheng ZhaoGoogle Inc.Verified email at google.com
Shamanth KumarTwitterVerified email at asu.edu
Mohammad Ali AbbasiLinkedInVerified email at asu.edu
Liang WuAirbnbVerified email at airbnb.com
Xufei WangPhD Candidate at Computer Science and Engineering, Arizona State UniversityVerified email at asu.edu
Charu AggarwalDistinguished Research Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com

Huan Liu

Professor of Computer Science and Engineering, Arizona State University

Verified email at asu.edu - Homepage

Feature Selection Data Mining AI Social Computing Social Media Mining


Title Sort by citations Sort by year Sort by title	Cited by Cited by	Year
Feature selection for classification M Dash, H Liu Intelligent data analysis 1 (1-4), 131-156, 1997	4019	1997
Toward integrating feature selection algorithms for classification and clustering H Liu, L Yu IEEE Transactions on knowledge and data engineering 17 (4), 491-502, 2005	3030	2005
Feature selection for high-dimensional data: A fast correlation-based filter solution L Yu, H Liu Proceedings of the 20th international conference on machine learning (ICML …, 2003	2643	2003
Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer Science & Business Media, 2012	2567	2012
Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu The Journal of Machine Learning Research 5, 1205-1224, 2004	2326	2004
Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009	1674	2009
Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm sigkdd explorations newsletter 6 (1), 90-105, 2004	1566	2004
Computational Methods of Feature Selection H Liu, H Motoda CRC Press, 2007	1411	2007
Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6 (4), 393-423, 2002	1145	2002
Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Proceedings of 7th IEEE International Conference on Tools with Artificial …, 1995	1104	1995
Fake news detection on social media: A data mining perspective K Shu, A Sliva, S Wang, J Tang, H Liu ACM SIGKDD explorations newsletter 19 (1), 22-36, 2017	1096	2017
Is the sample good enough? comparing data from twitter's streaming api with twitter's firehose F Morstatter, J Pfeffer, H Liu, K Carley Proceedings of the International AAAI Conference on Web and Social Media 7 (1), 2013	1042	2013
Feature selection for classification: A review J Tang, S Alelyani, H Liu Data classification: Algorithms and applications, 37, 2014	962	2014
A probabilistic approach to feature selection-a filter solution H Liu, R Setiono ICML 96, 319-327, 1996	960	1996
Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003	957	2003
Feature selection: A data perspective J Li, K Cheng, S Wang, F Morstatter, RP Trevino, J Tang, H Liu ACM Computing Surveys (CSUR) 50 (6), 1-45, 2017	954	2017
Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998	951	1998
Spectral feature selection for supervised and unsupervised learning Z Zhao, H Liu Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007	785	2007
Identifying the influential bloggers in a community N Agarwal, H Liu, L Tang, PS Yu Proceedings of the 2008 international conference on web search and data …, 2008	697	2008
Social media mining: an introduction R Zafarani, MA Abbasi, H Liu Cambridge University Press, 2014	677	2014

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