High-order conditional mutual information maximization for dealing with high-order dependencies in feature selection

Orthogonal least squares based fast feature selection for linear classification

(2021) Sikai Zhang et al.   PATTERN RECOGNITION

Discriminative Ridge Machine: A Classifier for High-Dimensional Data or Imbalanced Data

(2020) Chong Peng et al.   IEEE Transactions on Neural Networks and Learning Systems

Efficient feature selection using shrinkage estimators

(2019) Konstantinos Sechidis et al.   MACHINE LEARNING

Stopping rules for mutual information-based feature selection

(2019) Jan Mielniczuk et al.   NEUROCOMPUTING

Simultaneous feature selection and discretization based on mutual information

(2019) Sadia Sharmin et al.   PATTERN RECOGNITION

A new divergence measure for belief functions in D–S evidence theory for multisensor data fusion

(2019) Fuyuan Xiao   INFORMATION SCIENCES

Multi-View Scaling Support Vector Machines for Classification and Feature Selection

(2019) Jinglin Xu et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Efficient Feature Selection via $l_{2,0}$ -norm Constrained Sparse Regression

(2018) Tianji Pang et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

LLE Score: A New Filter-Based Unsupervised Feature Selection Method Based on Nonlinear Manifold Embedding and Its Application to Image Recognition

(2017) Chao Yao et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

Feature selection by optimizing a lower bound of conditional mutual information

(2017) Hanyang Peng et al.   INFORMATION SCIENCES

Can high-order dependencies improve mutual information based feature selection?

(2016) Nguyen Xuan Vinh et al.   PATTERN RECOGNITION

Feature selection using Joint Mutual Information Maximisation

(2015) Mohamed Bennasar et al.   EXPERT SYSTEMS WITH APPLICATIONS

On the Feature Selection Criterion Based on an Approximation of Multidimensional Mutual Information

(2010) Kiran S Balagani et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Normalized Mutual Information Feature Selection

(2009) P.A. Estevez et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Information-Theoretic Feature Selection in Microarray Data Using Variable Complementarity

(2008) Patrick Emmanuel Meyer et al.   IEEE Journal of Selected Topics in Signal Processing