K. Z. Mao

Publication Activity (10 Years)

Years Active: 1998-2015
Publications (10 Years): 1

Top Topics

Feature Subset Selection

Expert Knowledge

Class Imbalance

Class Distribution

Top Venues

Int. J. Data Min. Bioinform.

Publications

Feng Yang, K. Z. Mao, Gary Kee Khoon Lee, Wenyin Tang
Emphasizing Minority Class in LDA for Feature Subset Selection on High-Dimensional Small-Sized Problems. IEEE Trans. Knowl. Data Eng. 27 (1) (2015)
Kui Wu, Wenyin Tang, K. Z. Mao, Gee Wah Ng, Lee Onn Mak
Semantic-level fusion of heterogenous sensor network and other sources based on Bayesian network. FUSION (2014)
Wing Yee Sit, K. Z. Mao
A rule-plus-exemplar classification system for adapting to concept growth. CYBCONF (2013)
Wing Yee Sit, K. Z. Mao
Learning imbalanced classes in the presence of concept growth. EAIS (2013)
Feng Yang, K. Z. Mao
Improving robustness of gene ranking by multi-criterion combination with novel gene importance transformation. Int. J. Data Min. Bioinform. 7 (1) (2013)
Wenyin Tang, K. Z. Mao, Lee Onn Mak, Gee Wah Ng
Adaptive Fuzzy Rule-Based Classification System Integrating Both Expert Knowledge and Data. ICTAI (2012)
Wenyin Tang, K. Z. Mao, Lee Onn Mak, Gee Wah Ng, Zhaoyang Sun, Ji Hua Ang, Godfrey Lim
Target classification using knowledge-based probabilistic model. FUSION (2011)
K. Z. Mao, Feng Yang, Wenyin Tang
Regularized linear discriminant analysis and its recursive implementation for gene subset selection. CIBCB (2011)
Wenyin Tang, K. Z. Mao, Lee Onn Mak, Gee Wah Ng
Classification for overlapping classes using optimized overlapping region detection and soft decision. FUSION (2010)
Feng Yang, K. Z. Mao
Improving robustness of gene ranking by resampling and permutation based score correction and normalization. BIBM (2010)
Feng Yang, K. Z. Mao
Entropy-based Criteria Dealing with the Ties Problem in Gene Selection. ACIS-ICIS (2009)
Hao Zhou, K. Z. Mao
An impulsive noise color image filter using learning-based color morphological operations. Digit. Signal Process. 18 (3) (2008)
Xin Zhou, X. Y. Wu, K. Z. Mao, David P. Tuck
Fast Gene Selection for Microarray Data Using SVM-Based Evaluation Criterion. BIBM (2008)
Wenyin Tang, K. Z. Mao
Feature selection algorithm for mixed data with both nominal and continuous features. Pattern Recognit. Lett. 28 (5) (2007)
Xin Zhou, K. Z. Mao
Regularization Network-based Gene Selection for Microarray Data Analysis. Int. J. Neural Syst. 16 (5) (2006)
Xin Zhou, K. Z. Mao
The ties problem resulting from counting-based error estimators and its impact on gene selection algorithms. Bioinform. 22 (20) (2006)
Guang-Bin Huang, K. Z. Mao, Chee Kheong Siew, De-Shuang Huang
Fast Modular network implementation for support vector machines. IEEE Trans. Neural Networks 16 (6) (2005)
K. Z. Mao
Identifying critical variables of principal components for unsupervised feature selection. IEEE Trans. Syst. Man Cybern. Part B 35 (2) (2005)
Xin Zhou, K. Z. Mao
LS Bound based gene selection for DNA microarray data. Bioinform. 21 (8) (2005)
K. Z. Mao
Feature subset selection for support vector machines through discriminative function pruning analysis. IEEE Trans. Syst. Man Cybern. Part B 34 (1) (2004)
Kar-Ann Toh, K. Z. Mao
A Global Transformation Approach to RBF Neural Network Learning. ICPR (2) (2002)
K. Z. Mao
Fast orthogonal forward selection algorithm for feature subset selection. IEEE Trans. Neural Networks 13 (5) (2002)
K. Z. Mao
RBF neural network center selection based on Fisher ratio class separability measure. IEEE Trans. Neural Networks 13 (5) (2002)
K. Z. Mao, S. A. Billings, Q. M. Zhu
A regularized rational model estimation algorithm. Int. J. Syst. Sci. 30 (5) (1999)
S. A. Billings, K. Z. Mao
Structure detection for nonlinear rational models using genetic algorithms. Int. J. Syst. Sci. 29 (3) (1998)