Huan Liu - Google Scholar Citations

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Jiliang TangMichigan State UniversityVerified email at msu.edu
Hiroshi MotodaAFOSR/AOARD and Osaka UniversityVerified email at ar.sanken.osaka-u.ac.jp
Xia "Ben" HuAssistant Professor of Computer Science and Engineering, Texas A&M UniversityVerified email at cse.tamu.edu
Lei TangVerified email at acm.org
Fred MorstatterUniversity of Southern California, Information Sciences InstituteVerified email at usc.edu
Rudy SetionoAssociate Professor, School of Computing, National University of SingaporeVerified email at nus.edu.sg
Lei YuDepartment of Computer Science, Binghamton UniversityVerified email at cs.binghamton.edu
Nitin AgarwalJerry L. Maulden-Entergy Endowed Chair and Distinguished Professor of Information ScienceVerified email at ualr.edu
Zheng ZhaoSAS Institute Inc.Verified email at sas.com
Huiji GaoLinkedInVerified email at linkedin.com
Suhang WangArizona State UniversityVerified email at asu.edu
Shamanth KumarCastlight HealthVerified email at asu.edu
Xufei WangPhD Candidate at Computer Science and Engineering, Arizona State UniversityVerified email at asu.edu
Jundong LiArizona State UniversityVerified email at asu.edu
Mohammad Ali AbbasiLinkedInVerified email at asu.edu
Salem AlelyaniAssistant Professor, King Khalid UniversityVerified email at kku.edu.sa
Philip S. YuProfessor of Computer Science, University of Illinons at ChicagoVerified email at cs.uic.edu
Lance ParsonsScientific Programmer, Lewis-Sigler Institute for Integrative Genomics, Princeton UniversityVerified email at princeton.edu
Charu AggarwalDistinguished Research Staff Member, IBM T. J. Watson Research CenterVerified email at us.ibm.com
Liang WuArizona State UniversityVerified email at asu.edu

Huan Liu

Professor of Computer Science and Engineering, Arizona State University

Verified email at asu.edu - Homepage

Feature Selection Data Mining Social Computing Social Media Mining Social Network Analysis


Title	Cited by	Year
Feature selection for classification M Dash, H Liu Intelligent data analysis 1 (3), 131-156, 1997	2980	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	2267	2005
Feature selection for knowledge discovery and data mining H Liu, H Motoda Springer Science & Business Media, 2012	2045	2012
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	1805	2003
Efficient feature selection via analysis of relevance and redundancy L Yu, H Liu Journal of machine learning research 5 (Oct), 1205-1224, 2004	1728	2004
Subspace clustering for high dimensional data: a review L Parsons, E Haque, H Liu Acm Sigkdd Explorations Newsletter 6 (1), 90-105, 2004	1193	2004
Feature extraction, construction and selection: A data mining perspective H Liu, H Motoda Springer Science & Business Media, 1998	947	1998
Computational methods of feature selection H Liu, H Motoda CRC Press, 2007	930	2007
Cross-validation P Refaeilzadeh, L Tang, H Liu Encyclopedia of Database Systems, 532-538, 2009	908	2009
Discretization: An enabling technique H Liu, F Hussain, CL Tan, M Dash Data mining and knowledge discovery 6 (4), 393-423, 2002	905	2002
Chi2: Feature selection and discretization of numeric attributes H Liu, R Setiono Tools with artificial intelligence, 1995. proceedings., seventh …, 1995	843	1995
A probabilistic approach to feature selection-a filter solution H Liu, R Setiono ICML 96, 319-327, 1996	814	1996
Consistency-based search in feature selection M Dash, H Liu Artificial intelligence 151 (1-2), 155-176, 2003	766	2003
Is the Sample Good Enough? Comparing Data from Twitter's Streaming API with Twitter's Firehose. F Morstatter, J Pfeffer, H Liu, KM Carley ICWSM, 2013	623	2013
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	592	2008
Effective data mining using neural networks H Lu, R Setiono, H Liu IEEE transactions on knowledge and data engineering 8 (6), 957-961, 1996	503	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	501	2007
Feature Selection for Clustering - A Filter Solution M Dash, K Choi, P Scheuermann, H Liu IEEE International Conference on Data Mining, 115 - 122, 2002	448*	2002
Neural-network feature selector R Setiono, H Liu IEEE transactions on neural networks 8 (3), 654-662, 1997	400	1997
Cubesvd: a novel approach to personalized web search JT Sun, HJ Zeng, H Liu, Y Lu, Z Chen Proceedings of the 14th international conference on World Wide Web, 382-390, 2005	397	2005

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