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Huan Liu
Title
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Cited by
Year
Feature selection for classification
M Dash, H Liu
Intelligent data analysis 1 (1-4), 131-156, 1997
50701997
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
36692005
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
35852017
Cross-validation
P Refaeilzadeh, L Tang, H Liu
Encyclopedia of Database Systems, 532-538, 2009
3534*2009
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
35302003
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
31702017
Feature selection for knowledge discovery and data mining
H Liu, H Motoda
Springer science & business media, 2012
31252012
Efficient feature selection via analysis of relevance and redundancy
L Yu, H Liu
The Journal of Machine Learning Research 5, 1205-1224, 2004
28332004
Subspace clustering for high dimensional data: a review
L Parsons, E Haque, H Liu
Acm sigkdd explorations newsletter 6 (1), 90-105, 2004
19242004
Feature selection for classification: A review
J Tang, S Alelyani, H Liu
Data classification: Algorithms and applications, 37, 2014
18032014
Computational Methods of Feature Selection
H Liu, H Motoda
CRC Press, 2007
17692007
Chi2: Feature selection and discretization of numeric attributes
H Liu, R Setiono
Proceedings of 7th IEEE international conference on tools with artificial …, 1995
14641995
Discretization: An enabling technique
H Liu, F Hussain, CL Tan, M Dash
Data mining and knowledge discovery 6, 393-423, 2002
13962002
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
13422013
Feature extraction, construction and selection: A data mining perspective
H Liu, H Motoda
Springer Science & Business Media, 1998
12241998
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
11862020
Consistency-based search in feature selection
M Dash, H Liu
Artificial intelligence 151 (1-2), 155-176, 2003
11642003
Spectral feature selection for supervised and unsupervised learning
Z Zhao, H Liu
Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007
11312007
A probabilistic approach to feature selection-a filter solution
H Liu, R Setiono
ICML 96, 319-327, 1996
10991996
Social media mining: an introduction
R Zafarani, MA Abbasi, H Liu
Cambridge University Press, 2014
10622014
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Articles 1–20