14.5.5.3 Neural Networks for Classification and Pattern Recognition

Chapter Contents (Back)
Neural Networks.

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WWW Version. 0401 BibRef

Yeung, D.Y.[Dit-Yan],
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Kim, H.J., Yang, H.S.,
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Pham, D.T., Bayro-Corrochano, E.J.,
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Abou-nasr, M.A., Sid-Ahmed, M.A.,
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Moh, J.[Jenlong], Shih, F.Y.[Frank Y.],
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Wang, L.P.[Li-Po], Alkon, D.L.[Daniel L.],
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Tumer, K.[Kagan], Ghosh, J.[Joydeep],
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Ravichandran, A., Yegnanarayana, B.,
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Graf, H.P., Nohl, C.R., Ben, J.,
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Earlier: ICPR92(IV:11-14).
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Lin, W.G., Wang, S.S.,
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Gazula, S.[Srinivas], Kabuka, M.R.[Mansur R.],
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And:
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Smith, G.,
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Cheng, K.S.[Kuo-Sheng], Lin, J.S.[Jzau-Sheng], Mao, C.W.[Chi-Wu],
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Ziemke, T.,
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Grimes, C., Picton, P.D., Elliman, D.G.,
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di Zenzo, S., Burgess, N., Ferragina, P., Granieri, M.N.,
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Burgess, N., Granieri, M.N.,
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Ridella, S., Rovetta, S., Zunino, R.,
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Kanaoka, T., Chellappa, R., Yoshitaka, M., Tomita, S.,
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Kaita, T.[Takeshi], Tomita, S.[Shingo], Yamanaka, J.[Junkichi],
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Osman, H., Fahmy, M.M.,
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Osman, H., Fahmy, M.M.,
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Hsu, T.C., Wang, S.D.,
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Banarse, D.S., Duller, A.W.G.,
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Ray, K.S., Ghoshal, J.,
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Ornes, C., Sklansky, J.,
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Ornes, C., Sklansky, J.,
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Ornes, C.[Chester], Sklansky, J.[Jack], Disher, A.[Anthony],
A Visual Neural Network that Learns Perceptual Relationships,
ICPR98(Vol I: 873-875).
WWW Version. 9808 BibRef

Auda, G., Kamel, M.,
CMNN: Cooperative Modular Neural Networks for Pattern Recognition,
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Murino, V.,
Structured Neural Networks for Pattern Recognition,
SMC-B(28), No. 4, August 1998, pp. 553-561.
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Lu, Z.K., Chi, Z.R., Siu, W.C.,
Length Estimation of Digit Strings Using a Neural Network with Structure Based Features,
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Chen, C.W., Chen, L.L.,
Cellular Neural Network Architecture for Gibbs Random Field Based Image Segmentation,
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Chen, C.W., Chen, L.L., Luo, J.B.,
A Cellular Neural Network for Clustering-Based Adaptive Quantization in Subband Video Compression,
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Aizenberg, I.N.,
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Aldrich, C.,
Visualization of Transformed Multivariate Data Sets with Autoassociative Neural Networks,
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Lin, C.C.[Che-Chern], El-Jaroudi, A.[Amro],
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Zhou, W.,
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Carozza, M.[Menita], Rampone, S.[Salvatore],
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Lin, C.T., Lee, Y.C., Pu, H.C.,
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Simpson, J.J., McIntire, T.J., Sienko, M.,
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Gupta, L.[Lalit], McAvoy, M.[Mark], Phegley, J.[James],
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Rughooputh, H.C.S., Rughooputh, S.D.D.V.,
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Lin, J.S.[Jzau-Sheng],
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Go, J.[Jinwook], Han, G.[Gunhee], Kim, H.[Hagbae], Lee, C.[Chulhee],
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GeoRS(39), No. 5, May 2001, pp. 986-993.
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Suganthan, P.N.,
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Laha, A., Pal, N.R.,
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Iyatomi, H.[Hitoshi], Hagiwara, M.[Masafumi],
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Iyatomi, H.[Hitoshi], Hagiwara, M.[Masafumi],
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PR(37), No. 10, October 2004, pp. 2049-2057.
WWW Version. 0409Initial rule, selection of important elements, identification of the network structure, parameter estimation. BibRef

Augusteijn, M.F., Folkert, B.A.,
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Gallagher, M., Downs, T.,
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Lin, J.S.[Jzau-Sheng], Liu, S.H.[Shao-Han],
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Jiang, X.D.[Xu-Dong], Wah, A.H.K.S.[Alvin Harvey Kam Siew],
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PR(36), No. 4, April 2003, pp. 853-867.
WWW Version. 0304 BibRef

Raudys, A.,
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WWW Version. 0304 BibRef

Venkatesh, Y.V., Raja, S.K.[S. Kumar],
On the classification of multispectral satellite images using the multilayer perceptron,
PR(36), No. 9, September 2003, pp. 2161-2175.
WWW Version. 0307 BibRef

Porter, R.B.[Reid B.], Harvey, N.R.[Neal R.], Perkins, S.[Simon], Theiler, J.[James], Brumby, S.P.[Steven P.], Bloch, J.J.[Jeffrey J.], Gokhale, M.[Maya], Szymanski, J.J.[John J.],
Optimizing Digital Hardware Perceptrons for Multi-Spectral Image Classification,
JMIV(19), No. 2, September 2003, pp. 133-150.
WWW Version. 0308 BibRef

Park, S.B.[Soo Beom], Lee, J.W.[Jae Won], Kim, S.K.[Sang Kyoon],
Content-based image classification using a neural network,
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Han, M.[Min], Xi, J.H.[Jian-Hui],
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WWW Version. 0409 BibRef

Alaiz-Rodríguez, R.[Rocío], Guerrero-Curieses, A.[Alicia], Cid-Sueiro, J.[Jesús],
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Sanz, P.J., Marin, R., Sanchez, J.S.,
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Lim, C.P.[Chee-Peng], Leong, J.H.[Jenn-Hwai], Kuan, M.M.[Mei-Ming],
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PAMI(27), No. 4, April 2005, pp. 648-653.
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Artyomov, E.[Evgeny], Yadid-Pecht, O.[Orly],
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Yadid-Pecht, O., Gur, M.,
A simple 'possibilistic' clustering neural network,
ICPR94(B:520-521).
WWW Version. 9410 BibRef

Spratling, M.W.[Michael W.],
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PAMI(27), No. 5, May 2005, pp. 753-761.
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Qin, A.K., Suganthan, P.N.,
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WWW Version. 0505 Code, Neural Networks. BibRef
Earlier:
Kernel neural gas algorithms with application to cluster analysis,
ICPR04(IV: 617-620).
WWW Version. 0409Code available:
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Delgado, M., Pegalajar, M.C.,
A multiobjective genetic algorithm for obtaining the optimal size of a recurrent neural network for grammatical inference,
PR(38), No. 9, September 2005, 1444-1456.
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Chi, H.M.[Hoi-Ming], Ersoy, O.K.,
A statistical self-organizing learning system for remote sensing classification,
GeoRS(43), No. 8, August 2005, pp. 1890-1900.
WWW Version. 0508 BibRef

Zhang, H., Huang, W., Huang, Z., Zhang, B.,
A Kernel Autoassociator Approach to Pattern Classification,
SMC-B(35), No. 3, June 2005, pp. 593-606.
WWW Version. 0508 BibRef

Perez, C.A., Gonzalez, G.D., Medina, L.E., Galdames, F.J.,
Linear Versus Nonlinear Neural Modeling for 2-D Pattern Recognition,
SMC-A(35), No. 6, November 2005, pp. 955-964.
WWW Version. 0510 BibRef

Cang, S., Yu, H.,
Novel probabilty neural network,
VISP(152), No. 5, October 2005, pp. 535-544.
WWW Version. 0512 BibRef

Ng, W.W.Y.[Wing W.Y.], Dorado, A.[Andres], Yeung, D.S.[Daniel S.], Pedrycz, W.[Witold], and Izquierdo, E.[Ebroul],
Image classification with the use of radial basis function neural networks and the minimization of the localized generalization error,
PR(40), No. 1, January 2007, pp. 19-32.
WWW Version. 0611Image classification; Radial basis functions neural networks; MPEG-7; Support vector machines; Generalization error BibRef

Chandramouli, K., Izquierdo, E.,
Image Classification using Chaotic Particle Swarm Optimization,
ICIP06(3001-3004). 0610
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Chung, F.L., Wang, S., Deng, Z., Hu, D.,
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Del Frate, F.[Fabio], Pacifici, F.[Fabio], Schiavon, G.[Giovanni], Solimini, C.[Chiara],
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Meher, S.K.[Saroj K.], Uma Shankar, B., Ghosh, A.[Ashish],
Wavelet-Feature-Based Classifiers for Multispectral Remote-Sensing Images,
GeoRS(45), No. 6, June 2007, pp. 1881-1886.
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Shankar, B.U.[B. Uma], Meher, S.K.[Saroj K.], Ghosh, A.[Ashish], Bruzzone, L.[Lorenzo],
Remote Sensing Image Classification: A Neuro-fuzzy MCS Approach,
ICCVGIP06(128-139).
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Barrón, R.[Ricardo], Sossa, H.[Humberto], Cruz, B.[Benjamín],
A New Algorithm for Training Multi-layered Morphological Networks,
CIARP07(546-555).
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Moreno-Escobar, J.A.[José A.], Gallegos-Funes, F.J.[Francisco J.], Ponomaryov, V.I.[Volodymyr I.],
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CIARP07(525-533).
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García, A.[Antonio], León, C.[Carlos], Monedero, I.[Iñigo], Ropero, J.[Jorge],
A Precise Electrical Disturbance Generator for Neural Network Training with Real Level Output,
CIARP07(534-545).
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Canales, F.[Fernando], Chacón, M.[Max],
Modification of the Growing Neural Gas Algorithm for Cluster Analysis,
CIARP07(684-693).
WWW Version. 0711 BibRef

Siebel, N.T.[Nils T.], Krause, J.[Jochen], Sommer, G.[Gerald],
Efficient Learning of Neural Networks with Evolutionary Algorithms,
DAGM07(466-475).
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Stanojevic, M.[Mladen], Vraneš, S.[Sanja],
Applying Neural Networks to Knowledge Representation and Determination of Its Meaning,
BVAI07(523-532).
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di Garbo, A.[Angelo], Barbi, M.[Michele], Chillemi, S.[Santi],
Coincidence Detector Properties of Small Networks of Interneurons,
BVAI07(408-417).
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Domijan, D.[Dražen], Šetic, M.[Mia],
Computing the Maximum Using Presynaptic Inhibition with Glutamate Receptors,
BVAI07(418-427).
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Pazienti, A.[Antonio], Diesmann, M.[Markus], Grün, S.[Sonja],
Bounds of the Ability to Destroy Precise Coincidences by Spike Dithering,
BVAI07(428-437).
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Oberhoff, D.[Daniel], Kolesnik, M.[Marina],
Neural Object Recognition by Hierarchical Learning and Extraction of Essential Shapes,
BVAI07(288-297).
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Kumar, N.[Niraj], Agrawal, A.[Anupam],
Nonparametric Neural Network Model Based on Rough-Fuzzy Membership Function for Classification of Remotely Sensed Images,
ICCVGIP06(106-117).
WWW Version. 0612 BibRef

Wysoski, S.G.[Simei Gomes], Benuskova, L.[Lubica], Kasabov, N.[Nikola],
Adaptive Learning Procedure for a Network of Spiking Neurons and Visual Pattern Recognition,
ACIVS06(1133-1142).
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Nandedkar, A.V., Biswas, P.K.,
Object Recognition Using Reflex Fuzzy Min-Max Neural Network with Floating Neurons,
ICCVGIP06(597-609).
WWW Version. 0612 BibRef
Earlier:
A Reflex Fuzzy Min Max Neural Network for Granular Data Classification,
ICPR06(II: 650-653).
WWW Version. 0609 BibRef
Earlier:
A fuzzy min-max neural network classifier with compensatory neuron architecture,
ICPR04(IV: 553-556).
WWW Version. 0409 BibRef

Bianchini, M.[Monica], Maggini, M.[Marco], Sarti, L.[Lorenzo],
Object Localization Using Input/Output Recursive Neural Networks,
ICPR06(III: 95-98).
WWW Version. 0609 BibRef
And:
Object Recognition Using Multiresolution Trees,
SSPR06(331-339).
WWW Version. 0608 BibRef

Nieuwenhuis, C.[Claudia], Yan, M.[Michelle],
Knowledge Based Image Enhancement Using Neural Networks,
ICPR06(III: 814-817).
WWW Version. 0609 BibRef

Zhang, Q.[Qiang], Liu, W.B.[Wen-Bing], Wei, X.P.[Xiao-Peng], Xu, J.[Jin],
Globally Exponential Stability of Non-autonomous Delayed Neural Networks,
IbPRIA05(II:91).
WWW Version. 0509 BibRef

Cantador, I.[Iván], Dorronsoro, J.R.[José R.],
Parallel Perceptrons, Activation Margins and Imbalanced Training Set Pruning,
IbPRIA05(II:43).
WWW Version. 0509 BibRef

Hauger, S., Windeatt, T.,
ECOC and boosting with multi-layer perceptrons,
ICPR04(III: 458-461).
WWW Version. 0409 BibRef

Kuzmenko, A., Zagoruyko, N.,
Structure relaxation method for self-organizing neural networks,
ICPR04(IV: 589-592).
WWW Version. 0409 BibRef

Chen, J.[Jinmiao], Chaudhari, N.S.,
Improvement of bidirectional recurrent neural network for learning long-term dependencies,
ICPR04(IV: 593-596).
WWW Version. 0409 BibRef

Ou, G.[Guobin], Murphey, Y.L.[Yi Lu],
Multi-class pattern classification using neural networks,
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An RBF-based pattern recognition method by competitively reducing classification-oriented error,
ICPR02(II: 180-183).
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Toh, K.A.[Kar-Ann], Lu, J.[Juwei], Yau, W.Y.[Wei-Yun],
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Raudys, S.J.,
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Aizenberg, I., Aizenberg, N., Butakov, C., Farberov, E.,
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Fyfe, C., Lai, P.L.,
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Messer, K., Kittler, J.V.,
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Jahn, H.[Herbert],
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Shimodaira, H.[Hiroshi], Keeni, K.[Kanad], Nakayama, K.[Kenji],
Automatic Generation of Initial Weights and Estimation of Hidden Units for Pattern Classification Using Neural Networks,
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Timchenko, L.I.[Leonid I.], Kutaev, Y.F.[Yuri F.], Grudin, M.A.[Maxim A.], Chepornyuk, S.V.[Serge V.], Harvey, D.M.[David M.], Gertsiy, A.A.[Alexander A.],
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Petkov, N.[Nikolay],
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CIAP95(165-170).
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Biriukov, S.A.,
Spurious states detection and basin describing in feedforward neural networks,
ICPR94(B:586-588).
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Cheng, X.S., Backer, E., Gerbrands, J.J.,
DRBP: dynamically reinforced BP-based ANN-training,
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Tambouratzis, G.[George], Stonham, T.J.,
A logical neural network that adapts to changes in the pattern environment,
ICPR92(II:46-49).
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Gas, B., Natowicz, R.,
A model of formal neural networks for unsupervised learning of binary temporal sequences,
ICPR92(II:541-544).
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Singer, Y., Yair, E.,
Learning class probabilities from labeled data,
ICPR92(II:553-556).
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Kamata, S.I., Niimi, M., Kawaguchi, E.,
A multi-temporal classification of multi-spectral images using a neural network,
ICPR94(B:470-472).
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Kamata, S.I., Eason, R.O., Perez, A., Kawaguchi, E.,
A neural network classifier for LANDSAT image data,
ICPR92(II:573-576).
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Kamada, H.[Hiroshi],
A proposal for an artificial neural network that optimizes reference vectors: FMNET,
ICPR92(III:590-593).
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Patrikar, A.,
Dual networks and their pattern classification properties,
CVPR91(686-687).
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Chapter on Pattern Recognition, Clustering, Statistics, Grammars, Learning, Neural Nets, Genetic Algorithms continues in
Neural Networks for Shapes and Complex Features .


Last update:Jun 25, 2008 at 13:37:57