Huan Liu
Huan Liu
Professor of Computer Science and Engineering, Arizona State University
Verified email at asu.edu - Homepage
TitleCited byYear
Feature selection for classification
M Dash, H Liu
Intelligent data analysis 1 (1-4), 131-156, 1997
34241997
Toward integrating feature selection algorithms for classification and clustering
H Liu, L Yu
IEEE Transactions on Knowledge & Data Engineering, 491-502, 2005
26512005
Feature selection for knowledge discovery and data mining
H Liu, H Motoda
Springer Science & Business Media, 2012
22932012
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
21932003
Efficient feature selection via analysis of relevance and redundancy
L Yu, H Liu
Journal of machine learning research 5 (Oct), 1205-1224, 2004
20022004
Subspace clustering for high dimensional data: a review
L Parsons, E Haque, H Liu
Acm Sigkdd Explorations Newsletter 6 (1), 90-105, 2004
13422004
Cross-validation
P Refaeilzadeh, L Tang, H Liu
Encyclopedia of Database Systems, 532-538, 2009
12822009
Computational Methods of Feature Selection
H Liu, H Motoda
CRC Press, 2007
11652007
Feature extraction, construction and selection: A data mining perspective
H Liu, H Motoda
Springer Science & Business Media, 1998
1067*1998
Discretization: An enabling technique
H Liu, F Hussain, CL Tan, M Dash
Data mining and knowledge discovery 6 (4), 393-423, 2002
10202002
Chi2: Feature selection and discretization of numeric attributes
H Liu, R Setiono
Proceedings of 7th IEEE International Conference on Tools with Artificial …, 1995
9391995
A probabilistic approach to feature selection-a filter solution
H Liu, R Setiono
ICML 96, 319-327, 1996
8821996
Consistency-based search in feature selection
M Dash, H Liu
Artificial intelligence 151 (1-2), 155-176, 2003
8552003
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
8412013
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
6352008
Spectral feature selection for supervised and unsupervised learning
Z Zhao, H Liu
Proceedings of the 24th international conference on Machine learning, 1151-1157, 2007
6202007
Feature selection for classification: A review
J Tang, S Alelyani, H Liu
Data classification: Algorithms and applications, 37, 2014
6042014
Effective data mining using neural networks
H Lu, R Setiono, H Liu
IEEE transactions on knowledge and data engineering 8 (6), 957-961, 1996
5131996
Feature Selection for Clustering - A Filter Solution
M Dash, K Choi, P Scheuermann, H Liu
IEEE International Conference on Data Mining, 115 - 122, 2002
5062002
Social media mining: an introduction
R Zafarani, MA Abbasi, H Liu
Cambridge University Press, 2014
5052014
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