SUPERVISED AND UNSUPERVISED LEARNING IN RADIAL BASIS FUNCTION CLASSIFIERS

SUPERVISED AND UNSUPERVISED LEARNING IN RADIAL BASIS FUNCTION CLASSIFIERS

The paper considers a number of strategies for training radial basis function (RBF) classifiers. A benchmark problem is constructed using ten-dimensional input patterns which have to be classified into one of three classes. The RBF networks are trained using a two-phase approach (unsupervised cluste...

وصف كامل

التفاصيل البيبلوغرافية
المؤلفون الرئيسيون:	Tarassenko, L, Roberts, S
التنسيق:	Conference item
منشور في:	IEE 1994

مواد مشابهة

Comparison of supervised and unsupervised learning classifiers for human posture recognition
حسب: Htike, Kyaw Kyaw, وآخرون
منشور في: (2010)

TEXT-INDEPENDENT SPEAKER RECOGNITION USING RADIAL BASIS FUNCTIONS
حسب: Fredrickson, S, وآخرون
منشور في: (1995)

RADIAL BASIS FUNCTION NETWORKS FOR MOBILE ROBOT LOCALIZATION
حسب: Townsend, N, وآخرون
منشور في: (1994)

Integration Of Unsupervised Clustering Algorithm And Supervised Classifier For Pattern Recognition
حسب: Leong, Shi Xiang
منشور في: (2017)

A Strategy for Predicting the Performance of Supervised and Unsupervised Tabular Data Classifiers
حسب: Tommaso Zoppi, وآخرون
منشور في: (2024-10-01)

Comparing Support Vector Machines with Gaussian Kernels to Radial Basis Function Classifiers
حسب: Schoelkopf, B., وآخرون
منشور في: (2004)

Cost-Sensitive Radial Basis Function Neural Network Classifier for Software Defect Prediction
حسب: P. Kumudha, وآخرون
منشور في: (2016-01-01)

Classifying Facies in 3D Digital Rock Images Using Supervised and Unsupervised Approaches
حسب: Cenk Temizel, وآخرون
منشور في: (2022-10-01)

Learning in Deep Radial Basis Function Networks
حسب: Fabian Wurzberger, وآخرون
منشور في: (2024-04-01)

A fully complex-valued radial basis function classifier for real-valued classification problems
حسب: Suresh, Sundaram, وآخرون
منشور في: (2013)

Semi-supervised learning of probabilistic models for ECG segmentation.
حسب: Hughes, N, وآخرون
منشور في: (2004)

Nonparametric Bayesian methods for supervised and unsupervised learning
حسب: Mansinghka, Vikash Kumar
منشور في: (2010)

Structured sparse representations for supervised and unsupervised learning
حسب: Zeng, Yijie
منشور في: (2020)

Generative modelling for supervised, unsupervised and private learning
حسب: Jordon, J
منشور في: (2021)

DATA CLASSIFICATION WITH NEURAL CLASSIFIER USING RADIAL BASIS FUNCTION WITH DATA REDUCTION USING HIERARCHICAL CLUSTERING
حسب: M. Safish Mary, وآخرون
منشور في: (2012-04-01)

Multiscale voice morphing using radial basis function analysis
حسب: Orphanidou, C, وآخرون
منشور في: (2007)

Challenges in supervised and unsupervised learning: a comprehensive overview
حسب: Almuqati, Mohammed Tuays, وآخرون
منشور في: (2024)

Supervised and Unsupervised Learning Technology in the Study of Rodent Behavior
حسب: Katsiaryna V. Gris, وآخرون
منشور في: (2017-07-01)

An active learning approach for radial basis function neural networks
حسب: Abdullah, S. S., وآخرون
منشور في: (2006)

On Comparison between Radial Basis Function and Wavelet Basis Functions Neural Networks
حسب: L.N.M. Tawfiq, وآخرون
منشور في: (2017-05-01)

Multilevel collocation with radial basis functions
حسب: Farrell, P
منشور في: (2014)

Radial basis functions : theory and implementations /
حسب: Buhmann, M. D. (Martin Dietrich), 1963-
منشور في: (2003)

The Matlab Radial Basis Function Toolbox
حسب: Scott A. Sarra
منشور في: (2017-03-01)

Revised model for radial Basis Function
منشور في: (2008-06-01)

Unsupervised and supervised learning of interacting topological phases from single-particle correlation functions
حسب: Simone Tibaldi, Giuseppe Magnifico, Davide Vodola, Elisa Ercolessi
منشور في: (2023-01-01)

Unsupervised Classifier for Dynamic Systems Based on ISODATA
حسب: Andrés F. Cela, وآخرون
منشور في: (2014-03-01)

Multivariate analysis of Brillouin imaging data by supervised and unsupervised learning
حسب: Xiang, Yuchen, وآخرون
منشور في: (2022)

Decoding conformal field theories: From supervised to unsupervised learning
حسب: En-Jui Kuo, وآخرون
منشور في: (2022-10-01)

Combining Supervised and Unsupervised Learning Algorithms for Human Activity Recognition
حسب: Elena-Alexandra Budisteanu, وآخرون
منشور في: (2021-09-01)

Multilingual Metaphor Processing: Experiments with Semi-Supervised and Unsupervised Learning
حسب: Ekaterina Shutova, وآخرون
منشور في: (2016-12-01)

Automated assessment of vigilance using committees of radial basis function analysers
حسب: Roberts, S, وآخرون
منشور في: (2000)

Statistical Models for Unsupervised, Semi-Supervised, and Supervised Transliteration Mining
حسب: Hassan Sajjad, وآخرون
منشور في: (2017-03-01)

Supervised and unsupervised ensemble methods and their applications /
حسب: Okun, Oleg, وآخرون
منشور في: (2008)

Building a novel classifier based on teaching learning based optimization and radial basis function neural networks for non-imputed database with irrelevant features
حسب: Ch. Sanjeev Kumar Dash, وآخرون
منشور في: (2022-03-01)

Radial basis function neural network learning with modified backpropagation algorithm /
حسب: Usman Muhammad Tukur, 1977-, وآخرون
منشور في: (2014)

Learning enhancement of radial basis function network with particle swarm optimization /
حسب: 441576 Sultan Noman Qasem Mohammed, وآخرون
منشور في: (2008)

Unsupervised machine learning technique for classifying production zones in unconventional reservoirs
حسب: Karrar A. Abbas, وآخرون
منشور في: (2023-01-01)

Unsupervised Fuzzy Measure Learning for Classifier Ensembles From Coalitions Performance
حسب: Mikel Uriz, وآخرون
منشور في: (2020-01-01)

Bayesian radial basis functions of variable dimension
حسب: Holmes, C, وآخرون
منشور في: (1998)

Radial Basis Function Cascade Correlation Networks
حسب: Peter de B. Harrington, وآخرون
منشور في: (2009-08-01)