Huan Liu
Huan Liu
Professor of Computer Science and Engineering, Arizona State University
Verified email at asu.edu - Homepage
Title
Cited by
Cited by
Year
Feature selection for classification
M Dash, H Liu
Intelligent data analysis 1 (1-4), 131-156, 1997
41671997
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
31302005
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
27612003
Feature selection for knowledge discovery and data mining
H Liu, H Motoda
Springer Science & Business Media, 2012
26702012
Efficient feature selection via analysis of relevance and redundancy
L Yu, H Liu
The Journal of Machine Learning Research 5, 1205-1224, 2004
24182004
Cross-validation
P Refaeilzadeh, L Tang, H Liu
Encyclopedia of Database Systems, 532-538, 2009
18212009
Subspace clustering for high dimensional data: a review
L Parsons, E Haque, H Liu
Acm sigkdd explorations newsletter 6 (1), 90-105, 2004
16002004
Computational Methods of Feature Selection
H Liu, H Motoda
CRC Press, 2007
14722007
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
13802017
Discretization: An enabling technique
H Liu, F Hussain, CL Tan, M Dash
Data mining and knowledge discovery 6 (4), 393-423, 2002
11762002
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
11642017
Chi2: Feature selection and discretization of numeric attributes
H Liu, R Setiono
Proceedings of 7th IEEE International Conference on Tools with Artificial …, 1995
11341995
Is the sample good enough? comparing data from twitter's streaming api with twitter's firehose
F Morstatter, J Pfeffer, H Liu, KM Carley
Seventh international AAAI conference on weblogs and social media, 2013
10982013
Feature selection for classification: A review
J Tang, S Alelyani, H Liu
Data classification: Algorithms and applications, 37, 2014
10622014
Feature extraction, construction and selection: A data mining perspective
H Liu, H Motoda
Springer Science & Business Media, 1998
10021998
Consistency-based search in feature selection
M Dash, H Liu
Artificial intelligence 151 (1-2), 155-176, 2003
9862003
A probabilistic approach to feature selection-a filter solution
H Liu, R Setiono
ICML 96, 319-327, 1996
9761996
Spectral feature selection for supervised and unsupervised learning
Z Zhao, H Liu
Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007
8242007
Social media mining: an introduction
R Zafarani, MA Abbasi, H Liu
Cambridge University Press, 2014
7242014
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
7162008
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