A review of feature selection methods on synthetic data

Generalizability and Simplicity as Criteria in Feature Selection: Application to Mood Classification in Music

(2011) Pasi Saari et al.   IEEE Transactions on Audio Speech and Language Processing

Highly discriminative statistical features for email classification

(2011) Juan Carlos Gomez et al.   KNOWLEDGE AND INFORMATION SYSTEMS

An ensemble of filters and classifiers for microarray data classification

(2011) V. Bolón-Canedo et al.   PATTERN RECOGNITION

Feature selection and classification in multiple class datasets: An application to KDD Cup 99 dataset

(2010) V. Bolón-Canedo et al.   EXPERT SYSTEMS WITH APPLICATIONS

Implementing ReliefF filters to extract meaningful features from genetic lifetime datasets

(2010) Lorenzo Beretta et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Obtaining scalable and accurate classification in large-scale spatio-temporal domains

(2010) Igor Vainer et al.   KNOWLEDGE AND INFORMATION SYSTEMS

A two-stage gene selection scheme utilizing MRMR filter and GA wrapper

(2010) Ali El Akadi et al.   KNOWLEDGE AND INFORMATION SYSTEMS

An MLP-based feature subset selection for HIV-1 protease cleavage site analysis

(2009) Gilhan Kim et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Feature selection for multi-label naive Bayes classification

(2009) Min-Ling Zhang et al.   INFORMATION SCIENCES

A novel feature selection approach for biomedical data classification

(2009) Yonghong Peng et al.   JOURNAL OF BIOMEDICAL INFORMATICS

Gene selection algorithm by combining reliefF and mRMR

(2008) Yi Zhang et al.   BMC GENOMICS

Identification of Full and Partial Class Relevant Genes

(2008) Zexuan Zhu et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Performance of feature-selection methods in the classification of high-dimension data

(2008) Jianping Hua et al.   PATTERN RECOGNITION