A Study on Machine Learning with Radial Basis Function Networks

A Study on Machine Learning with Radial Basis Function Networks

博士 === 國立臺灣大學 === 資訊工程學研究所 === 93 === This thesis reports a series of studies on machine learning with the radial basis function network (RBFN). The first part of this thesis discusses how to construct an RBFN efficiently with the regularization procedure. In fact, construction of an RBFN with the...

Full description

Bibliographic Details
Main Authors:	Yu-Yen Ou, 歐昱言
Other Authors:	Yen-Jen Oyang
Format:	Others
Language:	en_US
Published:	2005
Online Access:	http://ndltd.ncl.edu.tw/handle/41151026801159328196

Similar Items

Learning and generalization in radial basis function networks
by: Freeman, Jason Alexis Sebastian
Published: (1998)

Machine learning of radial basis function neural network based on Kalman filter: Introduction
by: Vuković Najdan L., et al.
Published: (2014-01-01)

Machine learning of radial basis function neural network based on Kalman filter: Implementation
by: Vuković Najdan L., et al.
Published: (2014-01-01)

Local Learning for Support Vector Classifier and Radial Basis Function Regressor
by: Yu-AnnChen, et al.
Published: (2015)

Hybrid Learning Alogrithm for Radial Basis Function Networks
by: Chen Shuenn Jeng, et al.
Published: (1993)

Dynamical Radial Basis Function Networks and Chaotic Forecasting
by: Tsai, Yen-lung, et al.
Published: (1993)

An active learning approach for radial basis function neural networks
by: Abdullah, S. S., et al.
Published: (2006)

Application of Radial Basis Function NeuralApplication of Radial Basis Function Neural Network for Image Recovering
by: Siou-Hao Shih, et al.
Published: (2010)

Study on Additive Generalized Radial Basis Function Networks
by: Shih-hui Liao, et al.
Published: (2009)

Incorporating distant sequence features and radial basis function networks to identify ubiquitin conjugation sites.
by: Tzong-Yi Lee, et al.
Published: (2011-01-01)

Orthogonal least squares learning algorithm for radial basis function networks
by: Cowan, C. F. N., et al.
Published: (1991)

Radial basis function neural network learning with modified backpropagation algorithm
by: Tukur, Usman Muhammad
Published: (2014)

Learning enhancement of radial basis function network with particle swarm optimization
by: Sultan Noman, Qasem Mohammed
Published: (2008)

On The Basis Of Radial Basis Function Neural Network For Image Compress
by: CHE-MIN CHENG, et al.
Published: (2003)

On the learning and convergence of gaussian radial basis networks
by: LIN, MAO-XING, et al.
Published: (1993)

Radial Basis Function Cascade Correlation Networks
by: Peter de B. Harrington, et al.
Published: (2009-08-01)

Dynamic Implement Radial Basis Function Networks
by: 林祐宇

Annealed Expectation and Maximization for Learning Neural Networks of Normalized Radial Basis Function
by: Ching-Wen Huang, et al.
Published: (2007)

Learning enhancement of radial basis function neural network with harmony search algorithm
by: Ahmed, Mohamed Hassan
Published: (2013)

Radial-Basis Function Network and Genetic Algorithms in Precision Machinery Modeling and Machining-parameters Optimization
by: M.Z.Cao, et al.
Published: (2001)

A Fuzzy-Reasoning Radial Basis Function Neural Network with Reinforcement Learning Method
by: Chin-Yeu Lin, et al.
Published: (1999)

Adaptive learning method for radial basis neural networks
by: Zhang, Zhi Xin, et al.
Published: (1996)

Adaptive Learning Method for Radial Basis Neural Networks
by: Jang,Jyh Shinn, et al.
Published: (1996)

Terrain Referenced Navigation Using a Multilayer Radial Basis Function-Based Extreme Learning Machine
by: Jungshin Lee, et al.
Published: (2019-01-01)

Cancer Classification with Evolutional Radial Basis Function Network
by: Chien-Hung Li, et al.
Published: (2005)

Radial Basis Function Neural Network for Losses of Rice
by: Liou, Shiue-Ru, et al.
Published: (2017)

Organisms modeling: The question of radial basis function networks
by: Muzy Alexandre, et al.
Published: (2014-01-01)

Radial Basis Function Networks for Conversion of Sound Spectra
by: Carlo Drioli
Published: (2001-03-01)

Robust construction of radial basis function neural network
by: Jea-Rong Tsai, et al.
Published: (1995)

Radial basis function of neural network in performance attribution.
Published: (2003)

Study on Thermal Error Modeling for CNC Machine Tools Based on the Improved Radial Basis Function Neural Network
by: Feng, Z., et al.
Published: (2023)

Using Radial Basis Function Networks to Model Multi-attribute Utility Functions
by: Yu-chen Yang, et al.
Published: (2004)

Radial basis function interpolation
by: Du Toit, Wilna
Published: (2008)

Leaf identification using radial basis function neural networks and SSA based support vector machine.
by: Ali Ahmed, et al.
Published: (2020-01-01)

Residual correction for robotic articulated arm coordinate measuring machine with radial basis function neural network
by: Guanbin Gao, et al.
Published: (2020-05-01)

OPTIMASI LEARNING RADIAL BASIS FUNCTION NEURAL NETWORK DENGAN EXTENDED KALMAN FILTER
by: Oni Soesanto, et al.
Published: (2015-09-01)

A study on radial basis function networks for structural and functional annotations of transmembrane proteins
by: Shu-An Chen, et al.
Published: (2010)

An Improved Radial Basis Function Neural Network and Its Applications
by: Cheng-Yuan Shih, et al.
Published: (2011)

The Study of Face Recognition Based on Radial Basis Function Neural Networks
by: Chien-Pin Wu, et al.
Published: (2007)

Nonparametric regression estimation with applications in radial basis networks and learning
by: Ramanan, Subha
Published: (1994)