Input sample selection for RBF neural network classification problems using sensitivity measure

SMC'03 Conference Proceedings. 2003 IEEE International Conference on Systems, Man and Cybernetics. Conference Theme - System Security and Assurance (Cat. No.03CH37483) ◽

10.1109/icsmc.2003.1244274 ◽

2004 ◽

Cited By ~ 11

Author(s):

W.W.Y. Ng ◽

D.S. Yeung ◽

I. Cloete

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Sample Selection ◽

Classification Problems ◽

Neural Network Classification ◽

Sensitivity Measure ◽

Input Sample ◽

Selection For

Download Full-text

Input dimensionality reduction for radial basis neural network classification problems using sensitivity measure

Proceedings. International Conference on Machine Learning and Cybernetics ◽

10.1109/icmlc.2002.1175433 ◽

2003 ◽

Cited By ~ 11

Author(s):

W.W.Y. NG ◽

D.S. Yeung

Keyword(s):

Neural Network ◽

Dimensionality Reduction ◽

Classification Problems ◽

Radial Basis Neural Network ◽

Neural Network Classification ◽

Sensitivity Measure ◽

Radial Basis

Download Full-text

Neuron Selection for RBF Neural Network Classifier Based on Multiple Granularities Immune Network

Advances in Neural Networks - ISNN 2006 - Lecture Notes in Computer Science ◽

10.1007/11759966_127 ◽

2006 ◽

pp. 866-872

Author(s):

Jiang Zhong ◽

Chun Xiao Ye ◽

Yong Feng ◽

Ying Zhou ◽

Zhong Fu Wu

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Immune Network ◽

Neural Network Classifier ◽

Selection For ◽

Multiple Granularities

Download Full-text

Neuron Selection for RBF Neural Network Classifier Based on Data Structure Preserving Criterion

IEEE Transactions on Neural Networks ◽

10.1109/tnn.2005.853575 ◽

2005 ◽

Vol 16 (6) ◽

pp. 1531-1540 ◽

Cited By ~ 70

Author(s):

K.Z. Mao ◽

G.-B. Huang

Keyword(s):

Neural Network ◽

Data Structure ◽

Rbf Neural Network ◽

Neural Network Classifier ◽

Structure Preserving ◽

Selection For

Download Full-text

Radial Basis Function (RBF) Neural Network Classification based on Consistency Evaluation Measure

International Journal of Computer Applications ◽

10.5120/8642-2463 ◽

2012 ◽

Vol 54 (15) ◽

pp. 20-23 ◽

Cited By ~ 2

Author(s):

Aye MyaThandar ◽

Myo Kay Khine

Keyword(s):

Neural Network ◽

Radial Basis Function ◽

Basis Function ◽

Rbf Neural Network ◽

Neural Network Classification ◽

Radial Basis ◽

Evaluation Measure ◽

Consistency Evaluation

Download Full-text

Model Selection for Neural Network Classification

Journal of Classification ◽

10.1007/s00357-001-0017-y ◽

2001 ◽

Vol 18 (2) ◽

pp. 227-243 ◽

Cited By ~ 14

Author(s):

Herbert K. H. Lee

Keyword(s):

Neural Network ◽

Model Selection ◽

Neural Network Classification ◽

Selection For

Download Full-text

THE QUICK METHOD OF TRAINING SAMPLE SELECTION FOR NEURAL NETWORK DECISION MAKING MODEL BUILDING ON PRECEDENTS

Radio Electronics Computer Science Control ◽

10.15588/1607-3274-2015-1-6 ◽

2015 ◽

Vol 0 (1) ◽

Author(s):

S. A. Subbotin

Keyword(s):

Neural Network ◽

Decision Making ◽

Model Building ◽

Sample Selection ◽

Training Sample ◽

Quick Method ◽

Selection For ◽

Decision Making Model ◽

Training Sample Selection

Download Full-text

Center selection for RBF neural network in prediction of nonlinear time series

Proceedings of the 2003 International Conference on Machine Learning and Cybernetics (IEEE Cat. No.03EX693) ◽

10.1109/icmlc.2003.1259702 ◽

2004 ◽

Author(s):

Ying-Hua Lu ◽

Chun-Guo Wu ◽

Yan-Chun Liang

Keyword(s):

Neural Network ◽

Time Series ◽

Rbf Neural Network ◽

Nonlinear Time Series ◽

Selection For

Download Full-text

A POD-Based Center Selection for RBF Neural Network in Time Series Prediction Problems

Adaptive and Natural Computing Algorithms - Lecture Notes in Computer Science ◽

10.1007/978-3-540-71629-7_22 ◽

2007 ◽

pp. 189-198 ◽

Cited By ~ 5

Author(s):

Wenbo Zhang ◽

Xinchen Guo ◽

Chaoyong Wang ◽

Chunguo Wu

Keyword(s):

Neural Network ◽

Time Series ◽

Rbf Neural Network ◽

Time Series Prediction ◽

Selection For ◽

Prediction Problems

Download Full-text

Solving medical classification problems with RBF neural network and filter methods

International Journal of Reasoning-based Intelligent Systems ◽

10.1504/ijris.2017.10009600 ◽

2017 ◽

Vol 9 (2) ◽

pp. 80 ◽

Cited By ~ 1

Author(s):

Jasmina D. Novakovic ◽

Alempije Veljovic

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Classification Problems ◽

Filter Methods ◽

Medical Classification

Download Full-text

Application of the Probabilistic RBF Neural Network in Multidimensional Classification Problems

Advanced Computer Systems ◽

10.1007/978-1-4419-8530-9_4 ◽

2002 ◽

pp. 49-57

Author(s):

Marcin PlucińSki

Keyword(s):

Neural Network ◽

Rbf Neural Network ◽

Classification Problems

Download Full-text