| 1999 | 7th European Symposium on Artificial Neural Networks, ESANN 1999, Bruges, Belgium, April 21-23, 1999, Proceedings |
| 1999 | A benchmark for testing adaptive systems on structured data. Markus Hagenbuchner, Ah Chung Tsoi |
| 1999 | A comparison of three PCA neural techniques. Simone G. O. Fiori, Francesco Piazza |
| 1999 | A general approach to construct RBF net-based classifier. Fabien Belloir, Antoine Fache, Alain Billat |
| 1999 | A hierarchical self-organizing feature map for analysis of not well separable clusters of different feature density. Stefan Schünemann, Bernd Michaelis |
| 1999 | A hybrid system for fraud detection in mobile communications. Yves Moreau, Ellen Lerouge, Herman Verrelst, Joos Vandewalle, Christof Störmann, Peter Burge |
| 1999 | A kernel based adaline. Thilo-Thomas Frieß, Robert F. Harrison |
| 1999 | A multiplicative updating algorithm for training support vector machine. Nello Cristianini, Colin Campbell, John Shawe-Taylor |
| 1999 | A simple associative neural network for producing spatially homogenous spectral abundance interpretations of hyperspectral imagery. Neil Pendock |
| 1999 | A topological transformation for hidden recursive modelsarchitecture networks. Fabrizio Costa, Paolo Frasconi, Giovanni Soda |
| 1999 | AdaBoost and neural networks. Terry Windeatt, Reza Ghaderi |
| 1999 | An efficient formulation of sparsity controlled support vector regression. Pierre M. L. Drezet, Robert F. Harrison |
| 1999 | An integer recurrent artificial neural network for classifying feature vectors. Roelof K. Brouwer |
| 1999 | Approximation capabilities of folding networks. Barbara Hammer |
| 1999 | Benefits and limits of the self-organizing map and its variants in the area of satellite remote sensoring processing. Thomas Villmann |
| 1999 | Comparison of Kohonen, scale-invariant and GTM self-organising maps for interpretation of spectral data. Donald MacDonald, Stephen McGlinchey, John Kawala, Colin Fyfe |
| 1999 | Critical and non-critical avalanche behavior in networks of integrate-and-fire neurons. Christian W. Eurich, Thorsten Conradi, Helmut Schwegler |
| 1999 | Data domain description using support vectors. David M. J. Tax, Robert P. W. Duin |
| 1999 | Detection of two Gaussian clusters. Arnaud Buhot, Mirta B. Gordon |
| 1999 | Development of a French speech recognizer using a hybrid HMM/MLP system. Jean-Marc Boite, Christophe Ris |
| 1999 | Dimensionality reduction by local processing. Christian Wöhler, Ulrich Kressel, Jürgen Schürmann, Joachim K. Anlauf |
| 1999 | Encoding of sequential translators in discrete-time recurrent neural nets. Ramón P. Ñeco, Mikel L. Forcada, Rafael C. Carrasco, M. Ángeles Valdés-Muñoz |
| 1999 | Estimating the intrinsic dimensionality of hyperspectral images. Jörg Bruske, Erzsébet Merényi |
| 1999 | Extraction of intrinsic dimension using CCA - Application to blind sources separation. Nicolas Donckers, Amaury Lendasse, Vincent Wertz, Michel Verleysen |
| 1999 | Face identification using support vector machines. Rodrigo Fernández, Emmanuel Viennet |
| 1999 | Fast analog computation in networks of spiking neurons using unreliable synapses. Thomas Natschläger, Wolfgang Maass |
| 1999 | Feature binding and relaxation labeling with the competitive layer model. Heiko Wersing, Helge J. Ritter |
| 1999 | Feature selection for ANNs using genetic algorithms in condition monitoring. Lindsay B. Jack, Asoke K. Nandi |
| 1999 | From first order logic to Nd: a data driven reformulation. Michèle Sebag |
| 1999 | From regression to classification in support vector machines. Massimiliano Pontil, Ryan M. Rifkin, Theodoros Evgeniou |
| 1999 | Generalisation capabilities of a distributed neural classifier. Arnaud Ribert, Abdel Ennaji, Yves Lecourtier |
| 1999 | Generalized support vector machines. Davide Mattera, Francesco Palmieri, Simon Haykin |
| 1999 | Heterogeneity enhanced order in a chaotic neural network. Shin Mizutani, Katsunori Shimohara |
| 1999 | Hidden Markov gating for prediction of change points in switching dynamical systems. Stefan Liehr, Klaus Pawelzik, Jens Kohlmorgen, Steven Lemm, Klaus-Robert Müller |
| 1999 | Hybrid HMM/MLP models for times series prediction. Joseph Rynkiewicz |
| 1999 | Independent component analysis for mixture densities. Francesco Palmieri, Alessandra Budillon, Davide Mattera |
| 1999 | Information retrieval systems using an associative conceptual space. Jan van den Berg, Martijn J. Schuemie |
| 1999 | Integrating the evidence framework and the support vector machine. James Tin-Yau Kwok |
| 1999 | Learning a temporal code. Philipp Häfliger |
| 1999 | Learning in structured domains. Marco Gori |
| 1999 | Learning search-control heuristics for automated deduction systems with folding architecture networks. Christoph Goller |
| 1999 | Marble slabs quality classification system using texture recognition and neural networks methodology. Juan Martínez-Cabeza-de-Vaca-Alajarín, Luis-Manuel Tomás-Balibrea |
| 1999 | Maximisation of stability ranges for recurrent neural networks subject to on-line adaptation. Jochen J. Steil, Helge J. Ritter |
| 1999 | Mean-field equations reveal synchronization in a 2-populations neural network model. Emmanuel Daucé, Olivier Moynot, Olivier Pinaud, Manuel Samuelides, Bernard Doyon |
| 1999 | Model clustering by deterministic annealing. Bart Bakker, Tom Heskes |
| 1999 | Modeling face recognition learning in early infant development. Francesca Acerra, Yves Burnod, Scania de Schonen |
| 1999 | Neural field description of state-dependent receptive field changes in the visual cortex. Katrin Suder, Florentin Wörgötter, Thomas Wennekers |
| 1999 | Neural learning of approximate simple regular languages. Mikel L. Forcada, Antonio M. Corbí-Bellot, Marco Gori, Marco Maggini |
| 1999 | Neural networks which identify composite factors. Donald MacDonald, Darryl Charles, Colin Fyfe |
| 1999 | Neuro-wavelet parametric characterization of hardness profiles. Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1999 | Noise to extract independent causes. Darryl Charles, Colin Fyfe |
| 1999 | Nonlinear factorization in sparsely encoded Hopfield-like neural networks. Anton M. Sirota, Alexander A. Frolov, Dusan Húsek |
| 1999 | On the invertibility of the RBF model in a predictive control strategy. Antoine Fache, Olivier Dubois, Alain Billat |
| 1999 | Orthogonal least square algorithm applied to the initialization of multi-layer perceptrons. Valentina Colla, Leonardo Maria Reyneri, Mirko Sgarbi |
| 1999 | Recurrent V1-V2 interaction for early visual information processing. Heiko Neumann, Wolfgang Sepp |
| 1999 | Regularization in oculomotor adaptation. John A. Bullinaria, Patricia M. Riddell, Simon K. Rushton |
| 1999 | Segmentation-free detection of overtaking vehicles with a two-stage time-delay neural network classifier. Christian Wöhler, Jürgen Schürmann, Joachim K. Anlauf |
| 1999 | Specialization with cortical models: An application to causality learning. Hervé Frezza-Buet, Frédéric Alexandre |
| 1999 | Statistical mechanics of support vector machine. Arnaud Buhot, Mirta B. Gordon |
| 1999 | Storage capacity and dynamics of nonmonotonic networks. Bruno Crespi, Ignazio Lazzizzera |
| 1999 | Supervised Art-II: a new neural network architecture, with quicker learning algorithm, for learning and classifying multivaled input patterns. Kamal R. Al-Rawi, Consuelo Gonzalo, Agueda Arquero |
| 1999 | Support vector classifier with asymetric kernel function. Koji Tsuda |
| 1999 | Support vector machines for multi-class pattern recognition. Jason Weston, Chris Watkins |
| 1999 | Support vector machines vs multi-layer perceptrons in particle identification. N. Barabino, M. Pallavicini, Alessandro Petrolini, Massimiliano Pontil, Alessandro Verri |
| 1999 | Synchronizing chaotic neuromodules. Frank Pasemann |
| 1999 | Tackling the stability/plasticity dilemma with double loop dynamic systems. Christophe Lecerf |
| 1999 | Taking inspiration from the Hippocampus can help solving robotics problems. Arnaud Revel, Philippe Gaussier, Jean-Paul Banquet |
| 1999 | The NeuralBAG algorithm: optimizing generalization performance in bagged neural networks. John Carney, Padraig Cunningham |
| 1999 | The application of neural networks to the paper-making industry. Peter J. Edwards, Alan F. Murray, Georgios Papadopoulos, A. Robin Wallace, John Barnard |
| 1999 | The challenges in spectral image analysis: an introduction, and review of ANN approaches. Erzsébet Merényi |
| 1999 | Tree-recursive computation of gradient information for structures. Andreas Küchler |
| 1999 | Trends in Unsupervised Learning. Colin Fyfe |
| 1999 | Using the Kohonen algorithm for quick initialization of Simple Competitive Learning algorithm. Eric de Bodt, Marie Cottrell, Michel Verleysen |
| 1999 | VC dimension bounds for networks of spiking neurons. Michael Schmitt |
| 1999 | Visual-based posture recognition using hybrid neural networks. Andrea Corradini, Hans-Joachim Böhme, Horst-Michael Gross |
| 1999 | What does a neuron talk about? Stefan D. Wilke, Christian W. Eurich |