Huan Liu

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Jiliang TangUniversity Foundation Professor of Computer Science and Engineering, Michigan State UniversityVerified email at msu.edu
Kai ShuAssistant Professor of Computer Science, Illinois Institute of TechnologyVerified email at iit.edu
Suhang WangPennsylvania State UniversityVerified email at psu.edu
Xia "Ben" HuAssociate Professor of Computer Science, Rice UniversityVerified email at rice.edu
Fred MorstatterUniversity of Southern California, Information Sciences InstituteVerified email at usc.edu
Jundong LiAssistant Professor, University of VirginiaVerified email at virginia.edu
Manoranjan DashAssistant ProfessorVerified email at ntu.edu.sg
Lei TangVerified email at acm.org
Hiroshi MotodaOsaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
Reza ZafaraniSyracuse UniversityVerified email at data.syr.edu
Huiji GaoLinkedInVerified email at linkedin.com
Rudy SetionoAssociate Professor, School of Computing, National University of SingaporeVerified email at nus.edu.sg
Nitin AgarwalJerry L. Maulden-Entergy Chair and Distinguished Professor of Information ScienceVerified email at ualr.edu
Lei YuDepartment of Computer Science, Binghamton UniversityVerified email at cs.binghamton.edu
Zheng ZhaoGoogle Inc.Verified email at google.com
Ruocheng GuoBytedance AI Lab, LondonVerified email at bytedance.com
Liang WuArizona State UniversityVerified email at asu.edu
Lu ChengIncoming Assistant Professor, UIC CSVerified email at asu.edu
Shamanth KumarTwitterVerified email at asu.edu
Ali AbbasiLinkedInVerified email at asu.edu

Huan Liu

Professor of Computer Science and Engineering, Arizona State University

Verified email at asu.edu - Homepage

AI Data Mining Feature Selection 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	4541	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	3337	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	3054	2003
Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer Science & Business Media, 2012	2806	2012
Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu The Journal of Machine Learning Research 5, 1205-1224, 2004	2578	2004
Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009	2368*	2009
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	2159	2017
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	1729	2017
Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm sigkdd explorations newsletter 6 (1), 90-105, 2004	1700	2004
Computational Methods of Feature Selection H Liu, H Motoda CRC Press, 2007	1599	2007
Feature selection for classification: A review J Tang, S Alelyani, H Liu Data classification: Algorithms and applications, 37, 2014	1320	2014
Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Proceedings of 7th IEEE international conference on tools with artificial …, 1995	1252	1995
Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6 (4), 393-423, 2002	1249	2002
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 …, 2013	1227	2013
Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998	1096	1998
Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003	1058	2003
A probabilistic approach to feature selection-a filter solution H Liu, R Setiono ICML 96, 319-327, 1996	1022	1996
Spectral feature selection for supervised and unsupervised learning Z Zhao, H Liu Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007	939	2007
Social media mining: an introduction R Zafarani, MA Abbasi, H Liu Cambridge University Press, 2014	869	2014
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	728	2008

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