Search Results

An unsupervised classification scheme for multi-class problems including feature selection based on MTS philosophy

Authors: Das, Prasun; Mukherjee, Sandip

Source: International Journal of Industrial and Systems Engineering, Volume 4, Number 6, 26 June 2009 , pp. 665-682(18)

Publisher: Inderscience Publishers

Nonlinear Logistic Discrimination Via Regularized Gaussian Basis Expansions

Authors: Kawano, Shuichi; Konishi, Sadanori

Source: Communications in Statistics: Simulation and Computation, Volume 38, Number 7, August 2009 , pp. 1414-1425(12)

Publisher: Taylor and Francis Ltd

BOOSTING ONE-CLASS SUPPORT VECTOR MACHINES FOR MULTI-CLASS CLASSIFICATION

Authors: Yeh, Chi-Yuan; Lee, Zhi-Ying; Lee, Shie-Jue

Source: Applied Artificial Intelligence, Volume 23, Number 4, April 2009 , pp. 297-315(19)

Publisher: Taylor and Francis Ltd

Automated visual inspection system for wood defect classification using computational intelligence techniques

Authors: Ruz, Gonzalo; Estevez, Pablo; Ramirez, Pablo

Source: International Journal of Systems Science, Volume 40, Number 2, February 2009 , pp. 163-172(10)

Publisher: Taylor and Francis Ltd

A nonlinear multi-classification knowledge-based kernel machine

Authors: Oladunni, Olutayo; Trafalis, Theodore

Source: Computational Management Science, Volume 6, Number 1, February 2009 , pp. 81-100(20)

Publisher: Springer

Joint application of rough set-based feature reduction and Fuzzy LS-SVM classifier in motion classification

Authors: Yan, Zhiguo; Wang, Zhizhong; Xie, Hongbo

Source: Medical & Biological Engineering & Computing, Volume 46, Number 6, June 2008 , pp. 519-527(9)

Publisher: Springer

Protein Domain Annotation with Predicted Domain-Domain Interaction Networks

Authors: Zhao, Xing-Ming; Wang, Yong; Chen, Luonan; Aihara, Kazuyuki

Source: Protein and Peptide Letters, Volume 15, Number 5, June 2008 , pp. 456-462(7)

Publisher: Bentham Science Publishers

vbmp: Variational Bayesian Multinomial Probit Regression for multi-class classification in R

Authors: Lama, Nicola; Girolami, Mark

Source: Bioinformatics, Volume 24, Number 1, 1 January 2008 , pp. 135-136(2)

Publisher: Oxford University Press

A linear structured approach and a refined fitness function in genetic programming for multi-class object classification

Authors: Zhang, Mengjie; Fogelberg, Christopher Graeme; Ma, Yuejin

Source: Connection Science, Volume 19, Number 4, December 2007 , pp. 339-359(21)

Publisher: Taylor and Francis Ltd

Multi-Class Learning by Smoothed Boosting

Authors: Jin, Rong; Zhang, Jian

Source: Machine Learning, Volume 67, Number 3, June 2007 , pp. 207-227(21)

Publisher: Springer

Regularized nonsmooth Newton method for multi-class support vector machines

Authors: Zhong, Ping; Fukushima, Masao

Source: Optimization Methods and Software, Volume 22, Number 1, February 2007 , pp. 225-236(12)

Publisher: Taylor and Francis Ltd

Sparse least squares support vector training in the reduced empirical feature space

Author: Abe, Shigeo

Source: Pattern Analysis and Applications (PAA), Volume 10, Number 3, August 2007 , pp. 203-214(12)

Publisher: Springer

New Least Squares Support Vector Machines Based on Matrix Patterns

Authors: Wang, Zhe; Chen, Songcan

Source: Neural Processing Letters, Volume 26, Number 1, August 2007 , pp. 41-56(16)

Publisher: Springer

A comparison of data preparation approaches for e-mail categorisation

Authors: Berger, Helmut; Merkl, Dieter; Dittenbach, Michael

Source: International Journal of Intelligent Information and Database Systems, Volume 1, Number 2, 20 August 2007 , pp. 91-121(31)

Publisher: Inderscience Publishers

A novel fuzzy compensation multi-class support vector machine

Authors: Zhang, Yong; Chi, Zhong-xian; Liu, Xiao-dan; Wang, Xiang-hai

Source: Applied Intelligence, Volume 27, Number 1, August 2007 , pp. 21-28(8)

Publisher: Springer

A Probability-Based Spectroscopic Diagnostic Algorithm for Simultaneous Discrimination of Brain Tumor and Tumor Margins from Normal Brain Tissue

Authors: Majumder, Shovan K.; Gebhart, Steven; Johnson, Mahlon D.; Thompson, Reid; Lin, Wei-Chiang; Mahadevan-Jansen, Anita

Source: Applied Spectroscopy, Volume 61, Issue 5, Pages 94A-102A and 459-569 (May 2007) , pp. 548-557(10)

Publisher: Society for Applied Spectroscopy

Prediction of Protein B-Factors Using Multi-Class Bounded SVM

Authors: Chen, Peng; Wang, Bing; Wong, Hau-San; Huang, De-Shuang

Source: Protein and Peptide Letters, Volume 14, Number 2, February 2007 , pp. 185-190(6)

Publisher: Bentham Science Publishers

Using discriminant analysis for multi-class classification: an experimental investigation

Authors: Li, Tao; Zhu, Shenghuo; Ogihara, Mitsunori

Source: Knowledge and Information Systems, Volume 10, Number 4, November 2006 , pp. 453-472(20)

Publisher: Springer

Kalman filtering for disease-state estimation from microarray data

Authors: Kelemen, János Z.; Kertész-Farkas, Attila; Kocsor, András; Puskás, László G.

Source: Bioinformatics, Volume 22, Number 24, 15 December 2006 , pp. 3047-3053(7)

Publisher: Oxford University Press

Global optimization of feature weights and the number of neighbors that combine in a case-based reasoning system

Authors: Ahn, Hyunchul; Kim, Kyoung-jae; Han, Ingoo

Source: Expert Systems, Volume 23, Number 5, November 2006 , pp. 290-301(12)

Publisher: Blackwell Publishing