A variable selection method based on mutual information and variance inflation factor

Feature Selection Method Based on Mutual Information and Support Vector Machine

(2021) Gang Liu et al.   INTERNATIONAL JOURNAL OF PATTERN RECOGNITION AND ARTIFICIAL INTELLIGENCE

The VIF and MSE in Raise Regression

(2020) Román Salmerón Gómez et al.   Mathematics

Nondestructive determination of the total mold colony count in green tea by hyperspectral imaging technology

(2020) Yan Cao et al.   JOURNAL OF FOOD PROCESS ENGINEERING

Visualizing distribution of moisture content in tea leaves using optimization algorithms and NIR hyperspectral imaging

(2019) Jun Sun et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Classification and quantitation of milk powder by near-infrared spectroscopy and mutual information-based variable selection and partial least squares

(2018) Hui Chen et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

Non-destructive identification of native egg by near-infrared spectroscopy and data driven-based class-modeling

(2018) Hui Chen et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

A variance inflation factor and backward elimination based robust regression model for forecasting monthly electricity demand using climatic variables

(2015) D.H. Vu et al.   APPLIED ENERGY

Asymmetric properties of the Pearson correlation coefficient: Correlation as the negative association between linear regression residuals

(2015) Wolfgang Wiedermann et al.   COMMUNICATIONS IN STATISTICS-THEORY AND METHODS

A multi-objective evolutionary algorithm for feature selection based on mutual information with a new redundancy measure

(2015) Zhichun Wang et al.   INFORMATION SCIENCES

Equitability, mutual information, and the maximal information coefficient

(2014) Justin B. Kinney et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A review of feature selection methods based on mutual information

(2013) Jorge R. Vergara et al.   NEURAL COMPUTING & APPLICATIONS

Improvement of near infrared spectroscopic (NIRS) analysis of caffeine in roasted Arabica coffee by variable selection method of stability competitive adaptive reweighted sampling (SCARS)

(2013) Xuan Zhang et al.   SPECTROCHIMICA ACTA PART A-MOLECULAR AND BIOMOLECULAR SPECTROSCOPY

A model population analysis method for variable selection based on mutual information

(2012) Xu-Xia Long et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

Mutual information-based feature selection for intrusion detection systems

(2011) Fatemeh Amiri et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Normalized Mutual Information Feature Selection

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