An efficient alpha seeding method for optimized extreme learning machine-based feature selection algorithm

Faster SVM training via conjugate SMO

(2020) Alberto Torres-Barrán et al.   PATTERN RECOGNITION

Functional connectivity-based classification of autism and control using SVM-RFECV on rs-fMRI data

(2019) Canhua Wang et al.   Physica Medica-European Journal of Medical Physics

Nonlinear feature selection using Gaussian kernel SVM-RFE for fault diagnosis

(2018) Yangtao Xue et al.   APPLIED INTELLIGENCE

A novel effective diagnosis model based on optimized least squares support machine for gene microarray

(2018) Xinteng Gao et al.   APPLIED SOFT COMPUTING

Absolute cosine-based SVM-RFE feature selection method for prostate histopathological grading

(2018) Shahnorbanun Sahran et al.   ARTIFICIAL INTELLIGENCE IN MEDICINE

Problem formulations and solvers in linear SVM: a review

(2018) Vinod Kumar Chauhan et al.   ARTIFICIAL INTELLIGENCE REVIEW

Deep Learning of Semisupervised Process Data With Hierarchical Extreme Learning Machine and Soft Sensor Application

(2018) Le Yao et al.   IEEE TRANSACTIONS ON INDUSTRIAL ELECTRONICS

Deep Kernel Extreme-Learning Machine for the Spectral–Spatial Classification of Hyperspectral Imagery

(2018) Jiaojiao Li et al.   Remote Sensing

Empirical comparison of cross-validation and internal metrics for tuning SVM hyperparameters

(2017) Edson Duarte et al.   PATTERN RECOGNITION LETTERS

NMF-Based Image Quality Assessment Using Extreme Learning Machine

(2017) Shuigen Wang et al.   IEEE Transactions on Cybernetics

Gene Selection Integrated with Biological Knowledge for Plant Stress Response Using Neighborhood System and Rough Set Theory

(2015) Jun Meng et al.   IEEE-ACM Transactions on Computational Biology and Bioinformatics

Trends in extreme learning machines: A review

(2015) Gao Huang et al.   NEURAL NETWORKS

What are Extreme Learning Machines? Filling the Gap Between Frank Rosenblatt’s Dream and John von Neumann’s Puzzle

(2015) Guang-Bin Huang   Cognitive Computation

Extreme Learning Machine for Regression and Multiclass Classification

(2011) Guang-Bin Huang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Optimization method based extreme learning machine for classification

(2010) Guang-Bin Huang et al.   NEUROCOMPUTING