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Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)? Conference paper
Antonio J. Tallón-Ballesteros, Luís Cavique, Simon Fong. Addressing Low Dimensionality Feature Subset Selection: ReliefF(-k) or Extended Correlation-Based Feature Selection(eCFS)?[C], SWITZERLAND:SPRINGER INTERNATIONAL PUBLISHING AG, 2020, 251-260.
Authors:  Antonio J. Tallón-Ballesteros;  Luís Cavique;  Simon Fong
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2022/09/30
Cfs  Correlation  Extended Feature Subset Selection  Feature Ranking  Feature Subset Selection  Machine Learning  
Does the Order of Attributes Play an Important Role in Classification? Conference paper
Tallón-Ballesteros, Antonio J., Fong, Simon, Leal-Díaz, Rocío. Does the Order of Attributes Play an Important Role in Classification?[C], 2019, 370-380.
Authors:  Tallón-Ballesteros, Antonio J.;  Fong, Simon;  Leal-Díaz, Rocío
Favorite | TC[WOS]:0 TC[Scopus]:1 | Submit date：2022/05/23
Data Mining  Data Preparation  Feature Ranking  Feature Selection  Feature Sorting  Knowledge Discovery In Databases  
Model free feature screening with dependent variable in ultrahigh dimensional binary classification Journal article
Lai, Peng, Song, Fengli, Chen, Kaiwen, Liu, Zhi. Model free feature screening with dependent variable in ultrahigh dimensional binary classification[J]. STATISTICS & PROBABILITY LETTERS, 2017, 125, 141-148.
Authors:  Lai, Peng;  Song, Fengli;  Chen, Kaiwen;  Liu, Zhi
Favorite | TC[WOS]:7 TC[Scopus]:7  IF:0.9/0.8 | Submit date：2018/10/30
Discriminant Analysis  Ultrahigh Dimensional Data  Feature Screening  Sure Screening Property  Ranking Consistency Property  
Finding significant factors on world ranking of e-governments by feature selection methods over KPIs Conference paper
Simon Fong, Yan Zhuang, Huilong Luo, Kexing Liu, Gia Kim. Finding significant factors on world ranking of e-governments by feature selection methods over KPIs[C]:SPRINGER-VERLAG BERLIN, HEIDELBERGER PLATZ 3, D-14197 BERLIN, GERMANY, 2015, 65-73.
Authors:  Simon Fong;  Yan Zhuang;  Huilong Luo;  Kexing Liu;  Gia Kim
Favorite | TC[WOS]:1 TC[Scopus]:2 | Submit date：2019/02/13
E-government  Ranking  Analytics  Feature Selection  Data Mining  Principle Of Component Analysis  
A pattern recognition system for JPEG steganography detection Journal article
Chen C.L.P., Chen M.-C., Agaian S., Zhou Yicong, Roy A., Rodriguez B.M.. A pattern recognition system for JPEG steganography detection[J]. Optics Communications, 2012, 285(21-22), 4252-4261.
Authors:  Chen C.L.P.;  Chen M.-C.;  Agaian S.;  Zhou Yicong;  Roy A.; et al.
Favorite | TC[WOS]:3 TC[Scopus]:7 | Submit date：2018/12/21
Feature Generation  Feature Ranking And Selection  Pattern Classification  Pattern Recognition System  Steganography Detection