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
Jundong LiAssistant Professor, University of VirginiaVerified email at virginia.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
Lei TangVerified email at acm.org
Reza ZafaraniSyracuse UniversityVerified email at data.syr.edu
Hiroshi MotodaOsaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
Manoranjan DashAssistant ProfessorVerified email at ntu.edu.sg
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
Kaize DingAssistant Professor of Stats & Data Science, Northwestern UniversityVerified email at asu.edu
Lei YuDepartment of Computer Science, Binghamton UniversityVerified email at cs.binghamton.edu
Ruocheng GuoByteDance Research, LondonVerified email at bytedance.com
Zheng ZhaoGoogle Inc.Verified email at google.com
Lu ChengAssistant Professor, UIC CSVerified email at uic.edu
Liang WuLinkedInVerified email at linkedin.com
Shamanth KumarVerified email at asu.edu

Huan Liu

Regents Professor, 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	4964	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	3584	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	3395	2003
Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009	3262*	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	3146	2017
Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer Science & Business Media, 2012	3033	2012
Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu The Journal of Machine Learning Research 5, 1205-1224, 2004	2771	2004
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	2658	2017
Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm sigkdd explorations newsletter 6 (1), 90-105, 2004	1845	2004
Computational Methods of Feature Selection H Liu, H Motoda CRC Press, 2007	1727	2007
Feature selection for classification: A review J Tang, S Alelyani, H Liu Data classification: Algorithms and applications, 37, 2014	1656	2014
Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Proceedings of 7th IEEE international conference on tools with artificial …, 1995	1387	1995
Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6, 393-423, 2002	1358	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	1317	2013
Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998	1204	1998
Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003	1132	2003
Spectral feature selection for supervised and unsupervised learning Z Zhao, H Liu Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007	1077	2007
A probabilistic approach to feature selection-a filter solution H Liu, R Setiono ICML 96, 319-327, 1996	1075	1996
Social media mining: an introduction R Zafarani, MA Abbasi, H Liu Cambridge University Press, 2014	1016	2014
Fakenewsnet: A data repository with news content, social context, and spatiotemporal information for studying fake news on social media K Shu, D Mahudeswaran, S Wang, D Lee, H Liu Big data 8 (3), 171-188, 2020	966	2020

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