Table of Contents

• An introduction to learning in web domainsMichelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi. 1-8 [doi]
• Subject Categorization for Web Educational Resources using MLPMinoru Nakayama, Yasutaka Shimizu. 9-14 [doi]
• Modeling of growing networks with directional attachment and communitiesMasahiro Kimura, Kazumi Saito, Naonori Ueda. 15-20 [doi]
• High-dimensional labeled data analysis with Gabriel graphsMichaël Aupetit. 21-26 [doi]
• Unsupervised Recursive Sequence ProcessingMarc Strickert, Barbara Hammer. 27-32 [doi]
• Neural networks organizations to learn complex robotic functionsGilles Hermann, Patrice Wira, Jean-Philippe Urban. 33-38 [doi]
• Self-organizing maps and functional networks for local dynamic modelingNoelia Sánchez-Maroño, Oscar Fontenla-Romero, Amparo Alonso-Betanzos, Bertha Guijarro-Berdiñas. 39-44 [doi]
• Robust Topology Representing NetworksMichaël Aupetit. 45-50 [doi]
• Visualizing asymmetric proximities with MDS modelsAlberto Muñoz, Manuel Martín-Merino. 51-58 [doi]
• Mathematical Aspects of Neural NetworksBarbara Hammer, Thomas Villmann. 59-72 [doi]
• On the weight dynamics of recurrent learningUlf D. Schiller, Jochen J. Steil. 73-78 [doi]
• A Neural Graph Isomorphism Algorithm based on local InvariantsBrijnesh J. Jain, Fritz Wysotzki. 79-84 [doi]
• Analyzing surveys using the Kohonen algorithmMarie Cottrell, Patrick Letrémy. 85-92 [doi]
• Magnification Control in Winner Relaxing Neural GasJens Christian Claussen, Thomas Villmann. 93-98 [doi]
• On Convergence Problems of the EM Algorithm for Finite Gaussian MixturesCédric Archambeau, John Aldo Lee, Michel Verleysen. 99-106 [doi]
• An Associative Memory for the Automorphism Group of StructuresBrijnesh J. Jain, Fritz Wysotzki. 107-112 [doi]
• Approximation of Function by Adaptively Growing Radial Basis Function Neural NetworksJianyu Li, Siwei Luo, Yingjian Qi. 113-118 [doi]
• Cellular topographic self-organization under correlational learningShouji Sakamoto, Shigeko Seki, Youichi Kobuchi. 119-124 [doi]
• Self-Organization by Optimizing Free-EnergyJakob J. Verbeek, Nikos A. Vlassis, Ben J. A. Kröse. 125-130 [doi]
• Comparison of neural algorithms for blind source separation in sensor array applicationsGuillermo Bedoya, Sergio Bermejo, Joan Cabestany. 131-136 [doi]
• Neural Net with Two Hidden Layers for Non-Linear Blind Source SeparationRubén Martín-Clemente, Susana Hornillo-Mellado, José I. Acha, Fernando Rojas Ruiz, Carlos García Puntonet. 137-142 [doi]
• Acceptability conditions for BSS problemsVincent Vigneron, Sebastien Lagrange, Christian Jutten. 143-148 [doi]
• Extraction of fuzzy rules from trained neural network using evolutionary algorithmUrszula Markowska-Kaczmar, Wojciech Trelak. 149-154 [doi]
• A new rule extraction algorithm based on interval arithmeticCarlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez. 155-160 [doi]
• Searching optimal feature subset using mutual informationD. Huang, Tommy W. S. Chow. 161-166 [doi]
• Statistical downscaling with artificial neural networksGavin C. Cawley, Malcolm R. Haylock, Stephen R. Dorling, Clare Goodess, Phil D. Jones. 167-172 [doi]
• Online Identification and Control of a PV-Supplied DC Motor Using Universal Learning NetworksAhmed Hussein, Kotaro Hirasawa, Jinglu Hu. 173-178 [doi]
• On radial basis function network equalization in the GSM systemArto Kantsila, Mikko Lehtokangas, Jukka Saarinen. 179-184 [doi]
• Reproducing kernels and regularization methods in machine learningMassimiliano Pontil. 185-196 [doi]
• On different ensembles of kernel machinesMichiko Yamana, Hiroyuki Nakahara, Massimiliano Pontil, Shun-ichi Amari. 197-201 [doi]
• Kernel PLS variants for regressionLuc Hoegaerts, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor. 200-208 [doi]
• Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regressionGavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic. 209-214 [doi]
• On the equality of kernel AdaTron and sequential minimal optimization in classification and regression tasks and alike algorithms for kernel machinesVojislav Kecman, Michael Vogt, Te Ming Huang. 215-222 [doi]
• Finding clusters using support vector classifiersKees Jong, Elena Marchiori, Aad van der Vaart. 223-228 [doi]
• Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machineOlga Kouropteva, Oleg Okun, Matti Pietikäinen. 229-234 [doi]
• Improving iterative repair strategies for scheduling with the SVMKai Gersmann, Barbara Hammer. 235-240 [doi]
• Efficient cross-validation of kernel fisher discriminant classifiersGavin C. Cawley, Nicola L. C. Talbot. 241-246 [doi]
• RetinotopicNET: An Efficient Simulator for Retinotopic Visual ArchitecturesRaul Cristian Muresan. 247-254 [doi]
• Accelerating the convergence speed of neural networks learning methods using least squaresOscar Fontenla-Romero, Deniz Erdogmus, José Carlos Príncipe, Amparo Alonso-Betanzos, Enrique Castillo. 255-260 [doi]
• Ensemble Methods for Multilayer FeedforwardCarlos Hernández-Espinosa, Mercedes Fernández-Redondo, Mamen Ortiz-Gómez. 261-266 [doi]
• Robust Vector Quantization for Burst Error Channels Using Genetic AlgorithmWen-Jyi Hwang, Chien-Min Ou, Chin-Ming Yeh. 267-274 [doi]
• Neural coding model using the morphoelectrotonic transform theoryNorifumi Watanabe, Shun Ishizaki. 275-280 [doi]
• Neural assembly binding in linguistic representationFrank van der Velde, Marc de Kamps. 281-286 [doi]
• Developmental pruning of synapses and category learningRoberto Viviani, Manfred Spitzer. 287-294 [doi]
• An event-driven framework for the simulation of networks of spiking neuronsOlivier Rochel, Dominique Martinez. 295-300 [doi]
• Road Singularities Detection and ClassificationAna Paula Leitão, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade. 301-306 [doi]
• Characterization of the absolutely expedient learning algorithms for stochastic automata in a non-discrete space of actionsCarlos Rivero. 307-312 [doi]
• A model-based reinforcement learning: a computational model and an fMRI studyWako Yoshida, Shin Ishii. 313-318 [doi]
• A neural model for heading detection from optic flowFrank Seifart, Pierre Bayerl, Heiko Neumann. 319-324 [doi]
• Parallel asynchronous distributed computations of optimal control in large state space Markov Decision processesBruno Scherrer. 325-330 [doi]
• Mixture of Experts and Local-Global Neural NetworksMayte Suárez-Fariñas, Carlos Eduardo Pedreira. 331-336 [doi]
• Ensemble of hybrid networks with strong regularizationShimon Cohen, Nathan Intrator. 337-342 [doi]
• A new Meta Machine Learning (MML) method based on combining non-significant different neural networksAndrés Yáñez Escolano, Joaquín Pizarro Junquera, Elisa Guerrero Vázquez, Pedro Galindo Riaño. 343-348 [doi]
• Detecting Pathologies from Infant Cry Applying Scaled Conjugated Gradient Neural NetworksJosé Orozco García, Carlos A. Reyes García. 349-354 [doi]
• 1-v-1 Tri-Class SV MachineCecilio Angulo, Luis González. 355-360 [doi]
• A Spiking Machine for Human-Computer Interactions (Design methodology)Gilles Vaucher. 361-366 [doi]
• A Fuzzy ARTMAP Probability Estimator with Relevance FactorRazvan Andonie, Lucian Sasu. 367-372 [doi]
• Anticipated synchronization in neuron modelsMarzena Ciszak, Oscar Calvo, Cristina Masoller, Claudio R. Mirasso, Raúl Toral. 373-378 [doi]
• Autonomous learning algorithm for fully connected recurrent networksEdouard Leclercq, Fabrice Druaux, Dimitri Lefebvre. 379-384 [doi]
• Neural Network Algorithms for the p-Median ProblemEnrique Domínguez Merino, José Muñoz-Pérez, José M. Jerez-Aragonés. 385-392 [doi]
• On industrial acceptance of neuro-fuzzy systemsLeonardo Maria Reyneri. 393-400 [doi]
• Comparison of traditional and neural systems for train speed estimationValentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi. 401-406 [doi]
• Neural Networks and M5 model trees in modeling water level-discharge relationship for an Indian riverBiswanath Bhattacharya, Dimitri P. Solomatine. 407-412 [doi]
• Post-failure analysis of an adaptive predictor-corrector neural controller on a flight simulatorManuela Battipede, Piero A. Gili, Marco Lando, Luca Massotti, Marcello R. Napolitano, Giampiero Campa, Mario G. Perhinschi. 413-418 [doi]
• An Analysis of Synchrony Conditions for Integrate-and-Fire NeuronsDaeEun Kim. 419-426 [doi]
• Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approachMartin Bogdan, Michael Schröder 0002, Wolfgang Rosenstiel. 427-438 [doi]
• Evolved Neurodynamics for Robot ControlFrank Pasemann, Martin Hülse, Keyan Zahedi. 439-444 [doi]
• VLSI Realization of a Two-Dimensional Hamming Distance Comparator ANN for Image Processing ApplicationsStéphane Badel, Alexandre Schmid, Yusuf Leblebici. 445-450 [doi]
• Recursive Least Squares for an Entropy Regularized MSE Cost FunctionDeniz Erdogmus, Yadunandana N. Rao, José Carlos Príncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos. 451-456 [doi]
• A view-based approach for object recognition from image sequencesA. Zehender, Pierre Bayerl, Heiko Neumann. 457-462 [doi]
• Extracting Interface Assertions from Neural Networks in Polyhedral FormatStephan Breutel, Frédéric Maire, Ross Hayward. 463-468 [doi]
• The hypersphere neuronVladimir Banarer, Christian Perwass, Gerald Sommer. 469-474 [doi]
• Fast approximation of the bootstrap for model selectionGeoffroy Simon, Amaury Lendasse, Vincent Wertz, Michel Verleysen. 475-480 [doi]
• Associative morphological memories for spectral unmixingManuel Graña, Josune Gallego. 481-486 [doi]
• Adaptive Learning in Changing EnvironmentsMiguel Rocha, Paulo Cortez, José Neves. 487-492 [doi]
• Digital Image Processing with Neural NetworksAxel Wismüller, Udo Seiffert. 493-502 [doi]
• Semi-automatic acquisition and labelling of image data using SOMsGunther Heidemann, Axel Saalbach, Helge Ritter. 503-508 [doi]
• Model-Free Functional MRI Analysis Using Topographic Independent Component AnalysisAnke Meyer-Bäse, Thomas D. Otto, Thomas Martinetz, Dorothee Auer, Axel Wismüller. 509-514 [doi]
• Neural Network Performances in Astronomical Image ProcessingRossella Cancelliere, Mario Gai. 515-520 [doi]
• A recognition of filaments in solar images with an artificial neural networkValentina V. Zharkova, Vitaly Schetinin. 521-526 [doi]
• Locally Linear Embedding versus IsotopJohn Aldo Lee, Cédric Archambeau, Michel Verleysen. 527-534 [doi]
• Meter value recognition using locally connected hierarchical networksSven Behnke. 535-540 [doi]