SVM-RFE Based Feature Selection and Taguchi Parameters Optimization for Multiclass SVM Classifier

Parameter optimization of continuous sputtering process based on Taguchi methods, neural networks, desirability function, and genetic algorithms

(2012) Hung-Chun Lin et al.   EXPERT SYSTEMS WITH APPLICATIONS

A support vector machine-recursive feature elimination feature selection method based on artificial contrast variables and mutual information

(2012) Xiaohui Lin et al.   JOURNAL OF CHROMATOGRAPHY B-ANALYTICAL TECHNOLOGIES IN THE BIOMEDICAL AND LIFE SCIENCES

Cloud point extraction for determination of Diazinon: Optimization of the effective parameters using Taguchi method

(2011) Mahmoud Reza Sohrabi et al.   CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

A support vector machine classifier with rough set-based feature selection for breast cancer diagnosis

(2011) Hui-Ling Chen et al.   EXPERT SYSTEMS WITH APPLICATIONS

Feature selection for support vector machine-based face-iris multimodal biometric system

(2011) Heng Fui Liau et al.   EXPERT SYSTEMS WITH APPLICATIONS

EFFECTS OF SVM PARAMETER OPTIMIZATION BASED ON THE PARAMETER DESIGN OF TAGUCHI METHOD

(2011) MEI LING HUANG et al.   International Journal on Artificial Intelligence Tools

A tutorial on support vector machine-based methods for classification problems in chemometrics

(2010) Jan Luts et al.   ANALYTICA CHIMICA ACTA

Margin-Maximizing Feature Elimination Methods for Linear and Nonlinear Kernel-Based Discriminant Functions

(2010) Yaman Aksu et al.   IEEE TRANSACTIONS ON NEURAL NETWORKS

Application of support-vector-machine-based method for feature selection and classification of thyroid nodules in ultrasound images

(2010) Chuan-Yu Chang et al.   PATTERN RECOGNITION

Development of a hybrid methodology for dimensionality reduction in Mahalanobis–Taguchi system using Mahalanobis distance and binary particle swarm optimization

(2009) Avishek Pal et al.   EXPERT SYSTEMS WITH APPLICATIONS

Multiclass MTS for Simultaneous Feature Selection and Classification

(2009) Chao-Ton Su et al.   IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

Feature selection for hyperspectral data based on recursive support vector machines

(2009) Rui Zhang et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Combining predictions in pairwise classification: An optimal adaptive voting strategy and its relation to weighted voting

(2009) Eyke Hüllermeier et al.   PATTERN RECOGNITION

Support vector machines combined with feature selection for breast cancer diagnosis

(2008) Mehmet Fatih Akay   EXPERT SYSTEMS WITH APPLICATIONS

Prediction model building and feature selection with support vector machines in breast cancer diagnosis

(2006) Cheng-Lung Huang et al.   EXPERT SYSTEMS WITH APPLICATIONS