A two-layer feature selection method using Genetic Algorithm and Elastic Net

Elastic net-based prediction of IFN-β treatment response of patients with multiple sclerosis using time series microarray gene expression profiles

(2019) Arika Fukushima et al.   Scientific Reports

Evaluation of matcha tea quality index using portable NIR spectroscopy coupled with chemometric algorithms

(2019) Jingjing Wang et al.   JOURNAL OF THE SCIENCE OF FOOD AND AGRICULTURE

Dealing with high-dimensional class-imbalanced datasets: Embedded feature selection for SVM classification

(2018) Sebastián Maldonado et al.   APPLIED SOFT COMPUTING

A decision analytic approach to predicting quality of life for lung transplant recipients: A hybrid genetic algorithms-based methodology

(2018) Asil Oztekin et al.   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

Applying genetic algorithms to set the optimal combination of forest fire related variables and model forest fire susceptibility based on data mining models. The case of Dayu County, China

(2018) Haoyuan Hong et al.   SCIENCE OF THE TOTAL ENVIRONMENT

Water quality assessment with emphasis in parameter optimisation using pattern recognition methods and genetic algorithm

(2018) Gonzalo Sotomayor et al.   WATER RESEARCH

Overlooked climate parameters best predict flowering onset: assessing phenological models using the elastic net

(2018) Isaac W. Park et al.   GLOBAL CHANGE BIOLOGY

Kernelized Elastic Net Regularization based on Markov selective sampling

(2018) Weijian Chen et al.   KNOWLEDGE-BASED SYSTEMS

Adaptive virtual sensors using SNPER for the localized construction and elastic net regularization in nonlinear processes

(2018) Chihang Wei et al.   CONTROL ENGINEERING PRACTICE

Combining the genetic algorithm and successive projection algorithm for the selection of feature wavelengths to evaluate exudative characteristics in frozen–thawed fish muscle

(2016) Jun-Hu Cheng et al.   FOOD CHEMISTRY

Multivariate Analysis of Genotype-Phenotype Association

(2016) P. Mitteroecker et al.   GENETICS

A Survey on Evolutionary Computation Approaches to Feature Selection

(2016) Bing Xue et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Fault diagnosis in spur gears based on genetic algorithm and random forest

(2016) Mariela Cerrada et al.   MECHANICAL SYSTEMS AND SIGNAL PROCESSING

Significant wave height and energy flux prediction for marine energy applications: A grouping genetic algorithm – Extreme Learning Machine approach

(2016) L. Cornejo-Bueno et al.   RENEWABLE ENERGY

Genetic algorithm based feature selection combined with dual classification for the automated detection of proliferative diabetic retinopathy

(2015) R.A. Welikala et al.   COMPUTERIZED MEDICAL IMAGING AND GRAPHICS

Hybrid filter–wrapper feature selection for short-term load forecasting

(2015) Zhongyi Hu et al.   ENGINEERING APPLICATIONS OF ARTIFICIAL INTELLIGENCE

Feature selection for support vector machines using Generalized Benders Decomposition

(2015) Haldun Aytug   EUROPEAN JOURNAL OF OPERATIONAL RESEARCH

An evolutionary algorithm with the partial sequential forward floating search mutation for large-scale feature selection problems

(2015) Young-Seon Jeong et al.   JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY

Feature Selection and Parameter Optimization of Support Vector Machines Based on Modified Cat Swarm Optimization

(2015) Kuan-Cheng Lin et al.   International Journal of Distributed Sensor Networks

A hybrid approach of support vector regression with genetic algorithm optimization for aquaculture water quality prediction

(2011) Shuangyin Liu et al.   MATHEMATICAL AND COMPUTER MODELLING

A new wrapper feature selection approach using neural network

(2010) Md. Monirul Kabir et al.   NEUROCOMPUTING

A wrapper method for feature selection using Support Vector Machines

(2009) Sebastián Maldonado et al.   INFORMATION SCIENCES