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Neural Networks, IEEE Transactions on
Volume: 10  Issue: 5   Date: Sep 1999
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Guest editorial vapnik-chervonenkis (vc) learning theory and its applications

Page(s): 985-987
Digital Object Identifier 10.1109/TNN.1999.788639
Abstract  | Full Text: PDF (24 KB)
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An overview of statistical learning theory

Vapnik, V.N.
Page(s): 988-999
Digital Object Identifier 10.1109/72.788640
Abstract  | Full Text: PDF (280 KB)
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Input space versus feature space in kernel-based methods

Scholkopf, B.; Mika, S.; Burges, C.J.C.; Knirsch, P.; Muller, K.-R.; Ratsch, G.; Smola, A.J.
Page(s): 1000-1017
Digital Object Identifier 10.1109/72.788641
Abstract  | Full Text: PDF (1216 KB)
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Moderating the outputs of support vector machine classifiers

Kwok, J.T.-Y.
Page(s): 1018-1031
Digital Object Identifier 10.1109/72.788642
Abstract  | Full Text: PDF (316 KB)
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Successive overrelaxation for support vector machines

Mangasarian, O.L.; Musicant, D.R.
Page(s): 1032-1037
Digital Object Identifier 10.1109/72.788643
Abstract  | Full Text: PDF (156 KB)
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Simple and robust methods for support vector expansions

Mattera, D.; Palmieri, F.; Haykin, S.
Page(s): 1038-1047
Digital Object Identifier 10.1109/72.788644
Abstract  | Full Text: PDF (232 KB)
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Support vector machines for spam categorization

Drucker, H.; Donghui Wu; Vapnik, V.N.
Page(s): 1048-1054
Digital Object Identifier 10.1109/72.788645
Abstract  | Full Text: PDF (132 KB)
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Support vector machines for histogram-based image classification

Chapelle, O.; Haffner, P.; Vapnik, V.N.
Page(s): 1055-1064
Digital Object Identifier 10.1109/72.788646
Abstract  | Full Text: PDF (676 KB)
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Fusion of face and speech data for person identity verification

Ben-Yacoub, S.; Abdeljaoued, Y.; Mayoraz, E.
Page(s): 1065-1074
Digital Object Identifier 10.1109/72.788647
Abstract  | Full Text: PDF (280 KB)
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Model complexity control for regression using VC generalization bounds

Cherkassky, V.; Xuhui Shao; Mulier, F.M.; Vapnik, V.N.
Page(s): 1075-1089
Digital Object Identifier 10.1109/72.788648
Abstract  | Full Text: PDF (280 KB)
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Global Boltzmann perceptron network for online learning of conditional distributions

Thathachar, M.A.L.; Arvind, M.T.
Page(s): 1090-1098
Digital Object Identifier 10.1109/72.788649
Abstract  | Full Text: PDF (532 KB)
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Sub-symbolically managing pieces of symbolical functions for sorting

Apolloni, B.; Zoppis, I.
Page(s): 1099-1122
Digital Object Identifier 10.1109/72.788650
Abstract  | Full Text: PDF (544 KB)
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A Lagrangian network for kinematic control of redundant robot manipulators

Jun Wang; Qingni Hu; Danchi Jiang
Page(s): 1123-1132
Digital Object Identifier 10.1109/72.788651
Abstract  | Full Text: PDF (228 KB)
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Robust backpropagation training algorithm for multilayered neural tracking controller

Qing Song; Jizhong Xiao; Yeng Chai Soh
Page(s): 1133-1141
Digital Object Identifier 10.1109/72.788652
Abstract  | Full Text: PDF (240 KB)
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Presupervised and post-supervised prototype classifier design

Kuncheva, L.I.; Bezdek, J.C.
Page(s): 1142-1152
Digital Object Identifier 10.1109/72.788653
Abstract  | Full Text: PDF (292 KB)
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An axiomatic approach to soft learning vector quantization and clustering

Karayiannis, N.B.
Page(s): 1153-1165
Digital Object Identifier 10.1109/72.788654
Abstract  | Full Text: PDF (400 KB)
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Fixed bit-rate image compression using a parallel-structure multilayer neural network

Benbenisti, Y.; Kornreich, D.; Mitchell, H.B.; Schaefer, P.A.
Page(s): 1166-1172
Digital Object Identifier 10.1109/72.788655
Abstract  | Full Text: PDF (140 KB)
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Blind separation of uniformly distributed signals: a general approach

Basak, J.; Amari, S.
Page(s): 1173-1185
Digital Object Identifier 10.1109/72.788656
Abstract  | Full Text: PDF (312 KB)
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Optimal linear compression under unreliable representation and robust PCA neural models

Diamantaras, K.I.; Hornik, K.; Strintzis, M.G.
Page(s): 1186-1195
Digital Object Identifier 10.1109/72.788657
Abstract  | Full Text: PDF (200 KB)
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Neural-network prediction with noisy predictors

Ding, A.A.
Page(s): 1196-1203
Digital Object Identifier 10.1109/72.788658
Abstract  | Full Text: PDF (184 KB)
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Neural-network models for the blood glucose metabolism of a diabetic

Tresp, V.; Briegel, T.; Moody, J.
Page(s): 1204-1213
Digital Object Identifier 10.1109/72.788659
Abstract  | Full Text: PDF (252 KB)
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A novel approach to fault diagnosis in multicircuit transmission lines using fuzzy ARTmap neural networks

Aggarwal, R.K.; Xuan, Q.Y.; Johns, A.T.; Furong Li; Bennett, A.
Page(s): 1214-1221
Digital Object Identifier 10.1109/72.788660
Abstract  | Full Text: PDF (152 KB)
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Analog integrated circuits for the Lotka-Volterra competitive neural networks

Asai, T.; Ohtani, M.; Yonezu, H.
Page(s): 1222-1231
Digital Object Identifier 10.1109/72.788661
Abstract  | Full Text: PDF (932 KB)
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Dynamic range and sensitivity adaptation in a silicon spiking neuron

Jonghan Shin; Koch, C.
Page(s): 1232-1238
Digital Object Identifier 10.1109/72.788662
Abstract  | Full Text: PDF (148 KB)
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Combined genetic algorithm optimization and regularized orthogonal least squares learning for radial basis function networks

Chen, S.; Wu, Y.; Luk, B.L.
Page(s): 1239-1243
Digital Object Identifier 10.1109/72.788663
Abstract  | Full Text: PDF (104 KB)
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