| 2008 | 16th European Symposium on Artificial Neural Networks, ESANN 2008, Bruges, Belgium, April 23-25, 2008, Proceedings |
| 2008 | A Method for Time Series Prediction using a Combination of Linear Models. David Martínez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2008 | A Methodology for Building Regression Models using Extreme Learning Machine: OP-ELM. Yoan Miche, Patrick Bas, Christian Jutten, Olli Simula, Amaury Lendasse |
| 2008 | A Regularized Learning Method for Neural Networks Based on Sensitivity Analysis. Bertha Guijarro-Berdiñas, Oscar Fontenla-Romero, Beatriz Pérez-Sánchez, Amparo Alonso-Betanzos |
| 2008 | A method for robust variable selection with significance assessment. Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri |
| 2008 | A multiple testing procedure for input variable selection in neural networks. Michele La Rocca, Cira Perna |
| 2008 | A neural model with feedback for robust disambiguation of motion. Mauricio Cerda, Bernard Girau |
| 2008 | A new method of DNA probes selection and its use with multi-objective neural network for predicting the outcome of breast cancer preoperative chemotherapy. René Natowicz, Antônio de Pádua Braga, Roberto Incitti, Euler G. Horta, Roman Rouzier, Thiago S. Rodrigues, Marcelo Azevedo Costa |
| 2008 | A novel autoassociative memory on the complex hypercubic lattice. Rama Murthy Garimella, Praveen Dasigi |
| 2008 | Active and reactive use of virtual neural sensors. Massimo De Gregorio |
| 2008 | An FPGA-based model suitable for evolution and development of spiking neural networks. Hooman Shayani, Peter J. Bentley, Andrew M. Tyrrell |
| 2008 | An accelerated MDM algorithm for SVM training. Álvaro Barbero Jiménez, Jorge López Lázaro, José R. Dorronsoro |
| 2008 | An automatic identifier of Confinement Regimes at JET combining Fuzzy Logic and Classification Trees. Guido Vagliasindi, Paolo Arena, Luigi Fortuna, Andrea Murari, Giuseppe Mazzitelli, Antonio Gallo, Umberto Vagliasindi |
| 2008 | An emphasized target smoothing procedure to improve MLP classifiers performance. Soufiane El Jelali, Abdelouahid Lyhyaoui, Aníbal R. Figueiras-Vidal |
| 2008 | Approximation of Gaussian process regression models after training. Thorsten Suttorp, Christian Igel |
| 2008 | Automatic alignment of medical vs. general terminologies. Laura Diosan, Alexandrina Rogozan, Jean-Pierre Pécuchet |
| 2008 | Classification of chestnuts with feature selection by noise resilient classifiers. Elena Roglia, Rossella Cancelliere, Rosa Meo |
| 2008 | Clustering of Self-Organizing Map. Hanane Azzag, Mustapha Lebbah |
| 2008 | Combining neural networks and optimization techniques for visuokinesthetic prediction and motor planning. Wolfram Schenck, Dennis Sinder, Ralf Möller |
| 2008 | Comparison of sparse least squares support vector regressors trained in primal and dual. Shigeo Abe |
| 2008 | Computational model for amygdala neural networks. Jean Marc Salotti |
| 2008 | Computationally Efficient Neural Field Dynamics. Alexander Rainer Tassilo Gepperth, Jannik Fritsch, Christian Goerick |
| 2008 | Conditional prediction of time series using spiral recurrent neural network. Huaien Gao, Rudolf Sollacher |
| 2008 | Consistency of Derivative Based Functional Classifiers on Sampled Data. Fabrice Rossi, Nathalie Villa |
| 2008 | Constructing ensembles of classifiers using linear projections based on misclassified instances. César Ignacio García-Osorio, Nicolás García-Pedrajas |
| 2008 | DSS-oriented exploration of a multi-centre magnetic resonance spectroscopy brain tumour dataset through visualization. Enrique Romero, Margarida Julià-Sapé, Alfredo Vellido |
| 2008 | Design of Oscillatory Recurrent Neural Network Controllers with Gradient based Algorithms. Guillaume Jouffroy |
| 2008 | Detecting zebra crossings utilizing AdaBoost. Ludwig Lausser, Friedhelm Schwenker, Günther Palm |
| 2008 | Direct and inverse solution for a stimulus adaptation problem using SVR. Dominik Brugger, Sergejus Butovas, Martin Bogdan, Cornelius Schwarz, Wolfgang Rosenstiel |
| 2008 | Discrimination of regulatory DNA by SVM on the basis of over- and under-represented motifs. Rene te Boekhorst, Irina I. Abnizova, Lorenz Wernisch |
| 2008 | Do we need experts for time series forecasting?. Christiane Lemke, Bogdan Gabrys |
| 2008 | Emergence of stimulus-specific synchronous response through STDP in recurrent neural networks. Frédéric Henry, Emmanuel Daucé |
| 2008 | Explaining Ant-Based Clustering on the basis of Self-Organizing Maps. Lutz Herrmann, Alfred Ultsch |
| 2008 | Factored sequence kernels. Pierre Mahé, Nicola Cancedda |
| 2008 | Feature Selection in Proton Magnetic Resonance Spectroscopy for Brain Tumor Classification. Félix Fernando González-Navarro, Lluís A. Belanche Muñoz |
| 2008 | Feature selection on process fault detection and visualization. Tuomas Alhonnoro, Miki Sirola |
| 2008 | Generalized matrix learning vector quantizer for the analysis of spectral data. Petra Schneider, Frank-Michael Schleif, Thomas Villmann, Michael Biehl |
| 2008 | GeoKernels: modeling of spatial data on geomanifolds. Alexei Pozdnoukhov, Mikhail F. Kanevski |
| 2008 | Handling almost-deterministic relationships in constraint-based Bayesian network discovery : Application to cancer risk factor identification. Sergio Rodrigues de Morais, Alexandre Aussem, Marilys Corbex |
| 2008 | Homogeneous bipartition based on multidimensional ranking. Michaël Aupetit |
| 2008 | Improvement in Game Agent Control Using State-Action Value Scaling. Leo Galway, Darryl Charles, Michaela M. Black |
| 2008 | Improving a statistical language model by modulating the effects of context words. Zhang Yuecheng, Andriy Mnih, Geoffrey E. Hinton |
| 2008 | Initialization mechanism in Kohonen neural network implemented in CMOS technology. Tomasz Talaska, Rafal Dlugosz |
| 2008 | Interpretable ensembles of local models for safety-related applications. Sebastian Nusser, Clemens Otte, Werner Hauptmann |
| 2008 | Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression. Caroline Bernard-Michel, Sylvain Douté, Laurent Gardes, Stéphane Girard |
| 2008 | K-nearest neighbours based on mutual information for incomplete data classification. Pedro J. García-Laencina, José-Luis Sancho-Gómez, Aníbal R. Figueiras-Vidal, Michel Verleysen |
| 2008 | Learning Data Representations with Sparse Coding Neural Gas. Kai Labusch, Erhardt Barth, Thomas Martinetz |
| 2008 | Learning Inverse Dynamics: a Comparison. Duy Nguyen-Tuong, Jan Peters, Matthias W. Seeger, Bernhard Schölkopf |
| 2008 | Learning to play Tetris applying reinforcement learning methods. Alexander Groß, Jan Friedland, Friedhelm Schwenker |
| 2008 | Linear Projection based on Noise Variance Estimation - Application to Spectral Data. Amaury Lendasse, Francesco Corona |
| 2008 | Machine learning approches and pattern recognition for spectral data. Thomas Villmann, Erzsébet Merényi, Udo Seiffert |
| 2008 | Machine learning in cancer research: implications for personalised medicine. Alfredo Vellido, Elia Biganzoli, Paulo J. G. Lisboa |
| 2008 | Magnification Control in Relational Neural Gas. Alexander Hasenfuss, Barbara Hammer, Tina Geweniger, Thomas Villmann |
| 2008 | Methodology and standards for data analysis with machine learning tools. Damien François |
| 2008 | Metric adaptation for supervised attribute rating. Marc Strickert, Frank-Michael Schleif, Thomas Villmann |
| 2008 | Model-Based Reinforcement Learning with Continuous States and Actions. Marc Peter Deisenroth, Carl Edward Rasmussen, Jan Peters |
| 2008 | Multi-View Forests of Tree-Structured Radial Basis Function Networks Based on Dempster-Shafer Evidence Theory. Mohamed Farouk Abdel Hady, Günther Palm, Friedhelm Schwenker |
| 2008 | Multi-class classification of ovarian tumors. Ben Van Calster, Dirk Timmerman, Antonia C. Testa, Lil Valentin, Sabine Van Huffel |
| 2008 | Multilayer Perceptrons with Radial Basis Functions as Value Functions in Reinforcement Learning. Víctor Uc Cetina |
| 2008 | Multilayer perceptron to model the decarburization process in stainless steel production. Carlos Spínola, Carlos J. Gálvez-Fernández, José Muñoz-Pérez, José M. Bonelo, Javier Ferrer, Julio Vizoso |
| 2008 | Neural network hardware architecture for pattern recognition in the HESS2 project. Narayanan Ramanan, Sonia Khatchadourian, Jean-Christophe Prévotet, Lounis Kessal |
| 2008 | Neural networks for computational neuroscience. David Meunier, Hélène Paugam-Moisy |
| 2008 | Neuromimetic motion indicator for visual perception. Claudio Castellanos Sánchez |
| 2008 | Noise influence on correlated activities in a modular neuronal network: from synapses to functional connectivity. Carlo Casarino, Gaetano Liborio Aiello, Davide Valenti, Bernardo Spagnolo |
| 2008 | Nonlinear data projection on a sphere with controlled trade-off between trustworthiness and continuity. Victor Onclinx, Vincent Wertz, Michel Verleysen |
| 2008 | On related violating pairs for working set selection in SMO algorithms. Tobias Glasmachers |
| 2008 | Parallel asynchronous neighborhood mechanism for WTM Kohonen network implemented in CMOS technology. Marta Kolasa, Rafal Dlugosz |
| 2008 | Parallelizing single patch pass clustering. Nikolai Alex, Barbara Hammer |
| 2008 | Petri nets design based on neural networks. Edouard Leclercq, Souleiman Ould el Medhi, Dimitri Lefebvre |
| 2008 | Phase transitions in Vector Quantization. Aree Witoelar, Anarta Ghosh, Michael Biehl |
| 2008 | Pruning and Regularisation in Reservoir Computing: a First Insight. Xavier Dutoit, Benjamin Schrauwen, Jan M. Van Campenhout, Dirk Stroobandt, Hendrik Van Brussel, Marnix Nuttin |
| 2008 | QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games. Benoît Frénay, Marco Saerens |
| 2008 | Rank-based quality assessment of nonlinear dimensionality reduction. John Aldo Lee, Michel Verleysen |
| 2008 | Regularization path for Ranking SVM. Karina Zapien Arreola, Thomas Gärtner, Gilles Gasso, Stéphane Canu |
| 2008 | Robust object segmentation by adaptive metrics in Generalized LVQ. Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Körner |
| 2008 | SOM based clustering with instance-level constraints. Fazia Bellal, Khalid Benabdeslem, Alexandre Aussem |
| 2008 | Safe exploration for reinforcement learning. Alexander Hans, Daniel Schneegaß, Anton Maximilian Schäfer, Steffen Udluft |
| 2008 | Selection of important input variables for RBF network using partial derivatives. Jarkko Tikka, Jaakko Hollmén |
| 2008 | Self-Organizing Maps for cyclic and unbounded graphs. Markus Hagenbuchner, Alessandro Sperduti, Ah Chung Tsoi |
| 2008 | Similarities and differences between policy gradient methods and evolution strategies. Verena Heidrich-Meisner, Christian Igel |
| 2008 | Simulation of a recurrent neurointerface with sparse electrical connections. Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana D. de Lima, Thomas B. Voigt |
| 2008 | Survival SVM: a practical scalable algorithm. Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
| 2008 | The gamma cycle and its role in the formation of assemblies. Thomas Burwick |
| 2008 | The impact of axon wiring costs on small neuronal networks. Conrad Attard, Andreas Alexander Albrecht |
| 2008 | Using graph-theoretic measures to predict the performance of associative memory models. Lee Calcraft, Rod Adams, Weiliang Chen, Neil Davey |
| 2008 | Using the Delta Test for Variable Selection. Emil Eirola, Elia Liitiäinen, Amaury Lendasse, Francesco Corona, Michel Verleysen |
| 2008 | Visual focus with spiking neurons. Sylvain Chevallier, Philippe Tarroux |
| 2008 | Word recognition and incremental learning based on neural associative memories and hidden Markov models. Zöhre Kara Kayikci, Günther Palm |