Hybridization of Learning Vector Quantization (LVQ) and Adaptive Coordinates (AC) for data classification and visualization

QR Code

Hybridization of Learning Vector Quantization (LVQ) and Adaptive Coordinates (AC) for data classification and visualization

Most of the artificial neural network (ANN) methods do not support data classification and visualization simultaneously. Some ANN methods such as learning vector quantization (LVQ), multi-layer perceptrons (MLP) and radial basis function (RBF) perform classification without any visualization. Excell...

Full description

Bibliographic Details
Main Authors:	Md. Sarwar, Zahan Tapan, Chee, Siong Teh
Format:	Article
Language:	English
Published:	IEEE 2008
Subjects:	T Technology (General)
Online Access:	http://ir.unimas.my/id/eprint/16655/ http://ir.unimas.my/id/eprint/16655/1/Hybridization%20of%20Learning%20Vector%20Quantization%20%28abstract%29.pdf

Similar Items

AC-ViSOM: Hybridising the Modified Adaptive Coordinate (AC) and ViSOM for Data Visualization
by: Md. Sarwar, Zahan Tapan, et al.
Published: (2008)

A hybrid supervised ANN for classification and data visualization
by: Chee, Siong Teh, et al.
Published: (2008)

A novel hybrid supervised artificial neural network (ANN) for data visualization and classification to the application of mental disorder diagnosis
by: Md. Sarwar, Zahan Tapan
Published: (2008)

Application of LVQ neural network in real–time adaptive traffic signal control
by: Priyono, Agus, et al.
Published: (2005)

Application Of Lvq Neural Network In Real-Time Adaptive Traffic Signal Control
by: Priyono, Agus, et al.
Published: (2005)

A study on Visual Abstraction for Reinforcement Learning Problem Using Learning Vector Quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2013)

Pyramid Vector Quantization Of Video Subband With Dithering
by: Ashourian, Mohsen, et al.
Published: (2001)

A hybrid spiking neural network model for multivariate data classification and visualization.
by: Ming, Leong Yii, et al.
Published: (2011)

Three-Description Scalar And Lattice Vector Quantization Techniques For Efficient Data Transmission
by: Teo, Hui Ting
Published: (2015)

Development of language identification system using MFCC and vector quantization
by: Gunawan, Teddy Surya, et al.
Published: (2017)

Transfer learning through abstraction using learning vector quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2017)

Multiple Description Coding Using A New Bitplane-LVQ Scheme.
by: Syafalni, Infall, et al.
Published: (2010)

Voice based automatic person identification system using vector quantization
by: Abushariah, Ahmad A. M., et al.
Published: (2012)

Swiftlet sound identification using vector quantization and minimum distance classifier
by: Siti Nurzalikha Zaini, Husni Zaini, et al.
Published: (2016)

Transfer learning through policy abstraction using learning vector quantization
by: Ahmad Afif, Mohd Faudzi, et al.
Published: (2018)

Swiftlet sound identification using vector quantization and gaussian mixture model
by: Siti Nurzalikha Zaini, Husni Zaini
Published: (2018)

Enhancing Security Protocol For Voip Communication Using Modified Vector Quantization
by: Jaafar, Mohd Yazid Mohd
Published: (2013)

A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering
by: Teh, Chee Siong
Published: (2006)

A Hybrid Rough Sets K-Means Vector Quantization Model For Neural Networks Based Arabic Speech Recognition
by: Babiker, Elsadig Ahmed Mohamed
Published: (2002)

Development of language identification using line spectral frequencies and learning vector quantization networks
by: Gunawan, Teddy Surya, et al.
Published: (2017)

Development of low bit rate speech encoder based on vector quantization and compressive sensing
by: Kassim, Liban A. S., et al.
Published: (2012)

Policy abstraction for transfer learning using learning vector quantization in reinforcement learning framework
by: Ahmad Afif, Mohd Faudzi
Published: (2015)

Educational project on a simple voice identification using frequency cepstrum coefficient and vector quantization
by: Widhiputranto, H. K., et al.
Published: (2011)

Multiple-Description Lattice Vector Quantization For Image And Video Coding Based On Coincidings Similar Sublattices Of An
by: Akhtarkavan, Ehsan
Published: (2012)

No-Go theorems and quantization
by: Zainuddin, Hishamuddin, et al.
Published: (2007)

Dimensional Reduction and Data Visualization Using Hybrid Artificial Neural Networks
by: Chee, Siong Teh, et al.
Published: (2015)

Dimensional reduction and data visualization using hybrid artificial neural networks.
by: Chee, Siong Teh, et al.
Published: (2015)

Dimensional reduction and data visualization using hybrid artificial neural networks.
by: Teh, Chee Siong, et al.
Published: (2015)

A Hybrid Artificial Neural Network Model For Data Visualisation, Classification, And Clustering [QP363.3. T253 2006 f rb].
by: Teh, Chee Siong
Published: (2006)

Educational project on a simple voice identification using mel-frequency cepstrum coefficients and vector quantization
by: Akmeliawati, Rini, et al.
Published: (2008)

The Dirac Equation in Geometric Quantization
by: Bona, Andrej
Published: (2003)

Chapter 25: Quantization of Light
by: Saifful Kamaluddin, Muzakir
Published: (2011)

An indirect space-vector modulated three-phase AC-DC matrix converter for hybrid electric vehicles
by: Xu, Zhuang
Published: (2015)

Improvement Of Quantized Adaptive Switching Median Filter For Impulse Noise Reduction In Grayscale Digital Image
by: Abdalameer, Ahmed Khaldoon
Published: (2017)

A new class of hybrid AC/AC direct power converters
by: Klumpner, Christian, et al.
Published: (2005)

General bayes filtering of quantized measurements
by: Mahler, Ronald
Published: (2011)

Spectral kurtosis statistics of quantized signals
by: Nita, G., et al.
Published: (2016)

Improved thresholding and quantization techniques for image compression
by: Md Taujuddin, Nik Shahidah Afifi
Published: (2017)

Implementation of a hybrid AC-AC direct power converter with unity voltage transfer
by: Wijekoon, Thiwanka, et al.
Published: (2008)

Three-level Z-source hybrid direct AC-AC power converter topology
by: Effah, Francis Boafo
Published: (2014)