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
Lei TangVerified email at acm.org
Manoranjan DashAssistant ProfessorVerified email at ntu.edu.sg
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
Lu ChengAssistant Professor, UIC CSVerified email at uic.edu
Liang WuArizona State UniversityVerified email at asu.edu
Shamanth KumarVerified email at asu.edu
Kaize DingArizona State UniversityVerified 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	4638	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	3405	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	3128	2003
Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer Science & Business Media, 2012	2854	2012
Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu The Journal of Machine Learning Research 5, 1205-1224, 2004	2614	2004
Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009	2561*	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	2364	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	1907	2017
Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm sigkdd explorations newsletter 6 (1), 90-105, 2004	1730	2004
Computational Methods of Feature Selection H Liu, H Motoda CRC Press, 2007	1626	2007
Feature selection for classification: A review J Tang, S Alelyani, H Liu Data classification: Algorithms and applications, 37, 2014	1395	2014
Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Proceedings of 7th IEEE international conference on tools with artificial …, 1995	1289	1995
Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6 (4), 393-423, 2002	1273	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	1245	2013
Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998	1117	1998
Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003	1071	2003
A probabilistic approach to feature selection-a filter solution H Liu, R Setiono ICML 96, 319-327, 1996	1035	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	968	2007
Social media mining: an introduction R Zafarani, MA Abbasi, H Liu Cambridge University Press, 2014	900	2014
Relational learning via latent social dimensions L Tang, H Liu Proceedings of the 15th ACM SIGKDD international conference on Knowledge …, 2009	733	2009

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