| 2008 | On related violating pairs for working set selection in SMO algorithms. | Tobias Glasmachers |
| 2008 | Computationally Efficient Neural Field Dynamics. | Alexander Rainer Tassilo Gepperth, Jannik Fritsch, Christian Goerick |
| 2008 | A novel autoassociative memory on the complex hypercubic lattice. | Rama Murthy Garimella, Praveen Dasigi |
| 2008 | Constructing ensembles of classifiers using linear projections based on misclassified instances. | Csar Ignacio Garca-Osorio, Nicols Garca-Pedrajas |
| 2008 | K-nearest neighbours based on mutual information for incomplete data classification. | Pedro J. Garca-Laencina, Jos-Luis Sancho-Gmez, Anbal R. Figueiras-Vidal, Michel Verleysen |
| 2008 | Conditional prediction of time series using spiral recurrent neural network. | Huaien Gao, Rudolf Sollacher |
| 2008 | Improvement in Game Agent Control Using State-Action Value Scaling. | Leo Galway, Darryl Charles, Michaela M. Black |
| 2008 | QL2, a simple reinforcement learning scheme for two-player zero-sum Markov games. | Benot Frnay, Marco Saerens |
| 2008 | Methodology and standards for data analysis with machine learning tools. | Damien Franois |
| 2008 | Using the Delta Test for Variable Selection. | Emil Eirola, Elia Liitiinen, Amaury Lendasse, Francesco Corona, Michel Verleysen |
| 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 | Automatic alignment of medical vs. general terminologies. | Laura Diosan, Alexandrina Rogozan, Jean-Pierre Pcuchet |
| 2008 | Robust object segmentation by adaptive metrics in Generalized LVQ. | Alexander Denecke, Heiko Wersing, Jochen J. Steil, Edgar Krner |
| 2008 | Model-Based Reinforcement Learning with Continuous States and Actions. | Marc Peter Deisenroth, Carl Edward Rasmussen, Jan Peters |
| 2008 | Visual focus with spiking neurons. | Sylvain Chevallier, Philippe Tarroux |
| 2008 | Multilayer Perceptrons with Radial Basis Functions as Value Functions in Reinforcement Learning. | Vctor Uc Cetina |
| 2008 | A neural model with feedback for robust disambiguation of motion. | Mauricio Cerda, Bernard Girau |
| 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 | Multi-class classification of ovarian tumors. | Ben Van Calster, Dirk Timmerman, Antonia C. Testa, Lil Valentin, Sabine Van Huffel |
| 2008 | Using graph-theoretic measures to predict the performance of associative memory models. | Lee Calcraft, Rod Adams, Weiliang Chen, Neil Davey |
| 2008 | The gamma cycle and its role in the formation of assemblies. | Thomas Burwick |
| 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 | Inverting hyperspectral images with Gaussian Regularized Sliced Inverse Regression. | Caroline Bernard-Michel, Sylvain Dout, Laurent Gardes, Stphane Girard |
| 2008 | Survival SVM: a practical scalable algorithm. | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |