| 2002 | 10th Eurorean Symposium on Artificial Neural Networks, ESANN 2002, Bruges, Belgium, April 24-26, 2002, Proceedings Michel Verleysen |
| 2002 | A data visualisation method for investigating the reliability of a high-dimensional low-back-pain MLP network. Marylin L. Vaughn, Stewart J. Taylor, Michael A. Foy, Anthony J. B. Fogg |
| 2002 | A general framework for unsupervised processing of structured data. Barbara Hammer, Alessio Micheli, Alessandro Sperduti |
| 2002 | A reconfigurable SOM hardware accelerator. Mario Porrmann, Marc Franzmeier, Heiko Kalte, Ulf Witkowski, Ulrich Rückert |
| 2002 | A resampling and multiple testing-based procedure for determining the size of a neural network. Andrés Yáñez Escolano, Elisa Guerrero Vázquez, Pedro Galindo Riaño, Joaquín Pizarro Junquera |
| 2002 | Advantages and drawbacks of the Batch Kohonen algorithm. Jean-Claude Fort, Patrick Letrémy, Marie Cottrell |
| 2002 | An estimation model of pupil size for 'Blink Artifact' and it's applications. Minoru Nakayama, Yasutaka Shimizu |
| 2002 | An unified framework for 'All data at once' multi-class Support Vector Machines. Cecilio Angulo, Xavier Parra, Andreu Català |
| 2002 | Artificial Neural Networks on Massively Parallel Computer Hardware. Udo Seiffert |
| 2002 | Batch-RLVQ. Barbara Hammer, Thomas Villmann |
| 2002 | Biologically-inspired human motion detection. Vijay Laxmi, John N. Carter, Robert I. Damper |
| 2002 | Clustering in data space and feature space. Donald MacDonald, Colin Fyfe |
| 2002 | Combining gestural and contact information for visual guidance of multi-finger grasps. Gunther Heidemann, Helge J. Ritter |
| 2002 | Connectionist models investigating representations formed in the sequential generation of characters. Fiona M. Richardson, Neil Davey, Lorna Peters, D. John Done, Sue H. Anthony |
| 2002 | Curvilinear Distance Analysis versus Isomap. John Aldo Lee, Amaury Lendasse, Michel Verleysen |
| 2002 | DEKF-LSTM. Felix A. Gers, Juan Antonio Pérez-Ortiz, Douglas Eck, Jürgen Schmidhuber |
| 2002 | Different criteria for active learning in neural networks: a comparative study. Jan Poland, Andreas Zell |
| 2002 | Double self-organizing maps to cluster gene expression data. Dali Wang, Habtom W. Ressom, Mohamad T. Musavi, Christian Domnisoru |
| 2002 | Efficient formation of a basis in a kernel induced feature space. Gavin C. Cawley, Nicola L. C. Talbot |
| 2002 | Estimating probabilities for unbounded categorization problems. James Henderson |
| 2002 | Evaluating the impact of multiplicative input perturbations on radial basis function networks. José Luis Bernier, Jesús González, Antonio Cañas, Antonio F. Díaz, F. J. Fernández, Julio Ortega |
| 2002 | Evaluation of gradient descent learning algorithms with adaptive and local learning rate for recognising hand-written numerals. Matteo Giudici, Filippo Queirolo, Maurizio Valle |
| 2002 | Exploratory Correlation Analysis. Jos Koetsier, Donald MacDonald, Darryl Charles, Colin Fyfe |
| 2002 | Exploratory Data Analysis in Medicine and Bioinformatics. Axel Wismüller, Thomas Villmann |
| 2002 | Fast exact leave-one-out cross-validation of least-squares Support Vector Machines. Kamel Saadi, Gavin C. Cawley, Nicola L. C. Talbot |
| 2002 | Fast nonlinear dimensionality reduction with topology representing networks. Jakob J. Verbeek, Nikos Vlassis, Ben J. A. Kröse |
| 2002 | Fault diagnosis of an electro-pneumatic valve actuator using neural networks with fuzzy capabilities. Faisel J. Uppal, Ronald J. Patton |
| 2002 | Forecasting using twinned principal curves. Ying Han, Colin Fyfe |
| 2002 | Free-swinging and locked joint fault detection and isolation in cooperative manipulators. Renato Tinós, Marco H. Terra |
| 2002 | Fuzzy support vector machines for multiclass problems. Shigeo Abe, Takuya Inoue |
| 2002 | Generalization by structural properties from sparse nested symbolic data. Mikael Bodén |
| 2002 | Geometric overcomplete ICA. Fabian J. Theis, Elmar Wolfgang Lang |
| 2002 | Hardware solutions for implementation of neural networks in High Energy Physics triggers. Jean-Christophe Prévotet, Bruce Denby, Patrick Garda, Bertrand Granado, Christian Kiesling |
| 2002 | Heteroscedastic regularised kernel regression for prediction of episodes of poor air quality. Robert J. Foxall, Gavin C. Cawley, Nicola L. C. Talbot, Stephen R. Dorling, Danilo P. Mandic |
| 2002 | High frequency forecasting with associative memories. Andy Pasley, Jim Austin |
| 2002 | How to generalize geometric ICA to higher dimensions. Fabian J. Theis, Elmar Wolfgang Lang |
| 2002 | Improving robustness of fuzzy gene modeling. Robert Reynolds, Habtom W. Ressom, Mohamad T. Musavi, Christian Domnisoru |
| 2002 | Kernel Temporal Component Analysis. Dominique Martinez, Alistair Bray |
| 2002 | Learning in a chaotic neural network. Nigel T. Crook, Tjeerd Olde Scheper |
| 2002 | Learning sparse representations of three-dimensional objects. Gabriele Peters, Christoph von der Malsburg |
| 2002 | Maximum likelihood Hebbian rules. Colin Fyfe, Emilio Corchado |
| 2002 | Mobile radio access network monitoring using the self-organizing map. Pasi Lehtimäki, Kimmo Raivio, Olli Simula |
| 2002 | Modeling efficient conjunction detection with spiking neural networks. Sander M. Bohté, Joost N. Kok, Johannes A. La Poutré |
| 2002 | Multiresolution codes for scene categorization. Nathalie Denquive, Philippe Tarroux |
| 2002 | Neural dimensionality reduction for document processing. Mathieu Delichère, Daniel Memmi |
| 2002 | Neural networks for fault diagnosis and identification of industrial processes. Silvio Simani, Cesare Fantuzzi |
| 2002 | Neural networks for fault diagnosis of industrial plants at different working points. Silvio Simani, Ronald J. Patton |
| 2002 | Neural networks for modelling memory : case studies. Hélène Paugam-Moisy, Didier Puzenat, Emanuelle Reynaud, Jean-Philippe Magué |
| 2002 | Neural predictive coding for speech discriminant feature extraction: The DFE-NPC. Mohamed Chetouani, Bruno Gas, Jean-Luc Zarader, Cyril Chavy |
| 2002 | Neuro-fuzzy methodologies for the clustering and the reliability estimation of olive fruit fly infestation. Elena Bellei, Ruggero Petacchi, Leonardo Maria Reyneri |
| 2002 | Noise derived information criterion for model selection. Joaquín Pizarro Junquera, Pedro L. Galindo, Elisa Guerrero Vázquez, Andrés Yáñez Escolano |
| 2002 | Non-linear Canonical Correlation Analysis using a RBF networks. Sukhbinder Kumar, Elaine B. Martin, A. Julian Morris |
| 2002 | Nonlinear PCA: a new hierarchical approach. Matthias Scholz, Ricardo Vigário |
| 2002 | Novelty detection for strain-gauge degradation using maximally correlated components. Garry Hollier, Jim Austin |
| 2002 | Orthogonal transformations for optimal time series prediction. Moisés Salmerón, Alberto Prieto, Julio Ortega, Carlos García Puntonet, Manuel Rodríguez Álvarez |
| 2002 | PCNN neurocomputers - Event driven and parallel architectures. Cyprian Grassmann, Tim Schönauer, Carsten Wolff |
| 2002 | Parametric bootstrap for asymptotic test of contrast difference in neural networks. Riadh Kallel, Joseph Rynkiewicz |
| 2002 | Perspectives on learning with recurrent neural networks. Barbara Hammer, Jochen J. Steil |
| 2002 | Prediction of mental development of preterm newborns at birth time using LS-SVM. Lieveke Ameye, Chuan Lu, Lukas Lukas, Jos De Brabanter, Johan A. K. Suykens, Sabine Van Huffel, Hans Daniels, Gunnar Naulaers, Hugo Devlieger |
| 2002 | Probabilistic derivation and Multiple Canonical Correlation Analysis. Pei Ling Lai |
| 2002 | Rule extraction from support vector machines. Haydemar Núñez, Cecilio Angulo, Andreu Català |
| 2002 | Searching for the embedded manifolds in high-dimensional data, problems and unsolved questions. Jeanny Hérault, Anne Guérin-Dugué, Pierre Villemain |
| 2002 | Segmental duration control by time delay neural networks with asymmetric causal and retro-causal information flows. Çaglayan Erdem, Hans-Georg Zimmermann |
| 2002 | Separation of a mixture of signals using linear filtering and second order statistics. Ana Maria Tomé |
| 2002 | Sparse image coding using an asynchronous spiking neural network. Laurent Perrinet, Manuel Samuelides |
| 2002 | State reconstruction of piecewise linear maps using a clustering machine. Gilles Millerioux, Gérard Bloch |
| 2002 | Stochastic resonance and finite resolutions in a leaky integrate-and-fire neuron. Nhamo Mtetwa, Leslie S. Smith, Amir Hussain |
| 2002 | Storing many-to-many mappings on a feed-forward neural network using fuzzy sets. Roelof K. Brouwer |
| 2002 | Supervised learning in committee machines by PCA. Christoph Bunzmann, Michael Biehl, Robert Urbanczik |
| 2002 | The problem of adaptive control in a living system or how to acquire an inverse model without the help of an external teacher. Karl-Theodor Kalveram, Thomas Schinauer |
| 2002 | The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals. Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Sabine Van Huffel, Anne Rosemary Tate, Carles Majós, Carles Arús |
| 2002 | Theoretical properties of functional Multi Layer Perceptrons. Fabrice Rossi, Brieuc Conan-Guez, François Fleuret |
| 2002 | Undershooting: modeling dynamical systems by time grid refinements. Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann |
| 2002 | Unsupervised classifier for monitoring and diagnostic of time series. Stéphane Lecoeuche |
| 2002 | Use of artificial neural networks process analyzers: a case study. Hussain N. Al-Duwaish, Lahouari Ghouti, Talal O. Halawani, Mohamed A. Mohandes |
| 2002 | When does geodesic distance recover the true hidden parametrization of families of articulated images? David L. Donoho, Carrie Grimes |
| 2002 | Why will rat's go where rats will not? Jenny Hayes, Victoria Murphy, Neil Davey, Pam Smith, Lorna Peters |
| 2002 | Width optimization of the Gaussian kernels in Radial Basis Function Networks. Nabil Benoudjit, Cédric Archambeau, Amaury Lendasse, John Aldo Lee, Michel Verleysen |
| 2002 | Yield curve forecasting by error correction neural networks and partial learning. Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann |