Semi-Supervised and Unsupervised Extreme Learning Machines

Orthogonal Least Squares Algorithm for Training Cascade Neural Networks

(2012) Gao Huang et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS I-REGULAR PAPERS

Efficient Digital Implementation of Extreme Learning Machines for Classification

(2012) Sergio Decherchi et al.   IEEE TRANSACTIONS ON CIRCUITS AND SYSTEMS II-EXPRESS BRIEFS

A comparative analysis of support vector machines and extreme learning machines

(2012) Xueyi Liu et al.   NEURAL NETWORKS

Online sequential extreme learning machine with forgetting mechanism

(2012) Jianwei Zhao et al.   NEUROCOMPUTING

EEG-based vigilance estimation using extreme learning machines

(2012) Li-Chen Shi et al.   NEUROCOMPUTING

Weighted extreme learning machine for imbalance learning

(2012) Weiwei Zong et al.   NEUROCOMPUTING

Regularized extreme learning machine for regression with missing data

(2012) Qi Yu et al.   NEUROCOMPUTING

Architecture selection for networks trained with extreme learning machine using localized generalization error model

(2012) Wang Xi-zhao et al.   NEUROCOMPUTING

Robust extreme learning machine

(2012) Punyaphol Horata et al.   NEUROCOMPUTING

Robust Single-Hidden Layer Feedforward Network-Based Pattern Classifier

(2012) Zhihong Man et al.   IEEE Transactions on Neural Networks and Learning Systems

Robust Support Vector Regression for Uncertain Input and Output Data

(2012) Gao Huang et al.   IEEE Transactions on Neural Networks and Learning Systems

Universal Approximation of Extreme Learning Machine With Adaptive Growth of Hidden Nodes

(2012) Rui Zhang et al.   IEEE Transactions on Neural Networks and Learning Systems

Cross-Domain Semi-Supervised Learning Using Feature Formulation

(2011) Xingquan Zhu   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Solution Path for Manifold Regularized Semisupervised Classification

(2011) Gang Wang et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS

Extreme Learning Machine for Regression and Multiclass Classification

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

A study on effectiveness of extreme learning machine

(2011) Yuguang Wang et al.   NEUROCOMPUTING

A parallel incremental extreme SVM classifier

(2011) Qing He et al.   NEUROCOMPUTING

SELM: Semi-supervised ELM with application in sparse calibrated location estimation

(2011) Junfa Liu et al.   NEUROCOMPUTING

Upper integral network with extreme learning mechanism

(2011) Xizhao Wang et al.   NEUROCOMPUTING

Semisupervised Neural Networks for Efficient Hyperspectral Image Classification

(2010) Frederic Ratle et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Online Sequential Fuzzy Extreme Learning Machine for Function Approximation and Classification Problems

(2009) Hai-Jun Rong et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART B-CYBERNETICS