| 2010 | Predicting spike-timing of a thalamic neuron using a stochastic synaptic model. | Karim El-Laithy, Martin Bogdan |
| 2010 | The Markov Decision Process Extraction Network. | Siegmund Duell, Alexander Hans, Steffen Udluft |
| 2010 | Finding correlations in multimodal data using decomposition approaches. | Daniel Dornbusch, Robert Haschke, Stefan Menzel, Heiko Wersing |
| 2010 | Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology. | Rafal Dlugosz, Marta Kolasa, Witold Pedrycz |
| 2010 | Directional predictions for 4-class BCI data. | Dieter Devlaminck, Willem Waegeman, Bruno Bauwens, Bart Wyns, Georges Otte, Luc Boullart, Patrick Santens |
| 2010 | Figure-ground Segmentation using Metrics Adaptation in Level Set Methods. | Alexander Denecke, Irene Aylln Clemente, Heiko Wersing, Julian Eggert, Jochen Jakob Steil |
| 2010 | Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. | Arnaud de Decker, John Aldo Lee, Damien Franois, Michel Verleysen |
| 2010 | Self Organizing Star (SOS) for health monitoring. | Etienne Cme, Marie Cottrell, Michel Verleysen, Jrme Lacaille |
| 2010 | KNN behavior with set-valued attributes. | Mabel Gonzlez Castellanos, Yanet Rodrguez Sarabia, Carlos Morell |
| 2010 | Evolution of adaptive center-crossing continuous time recurrent neural networks for biped robot control. | ngel Campo, Jos Santos Reyes |
| 2010 | Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. | John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock |
| 2010 | Neural oscillations allow for selective inhibition - New perspective on the role of cortical gamma oscillations. | Thomas Burwick |
| 2010 | Heuristics Miner for Time Intervals. | Andrea Burattin, Alessandro Sperduti |
| 2010 | Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization. | Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel Wismller |
| 2010 | Geometric models with co-occurrence groups. | Joan Bruna, Stphane Mallat |
| 2010 | Oriented Bounding Box Computation Using Particle Swarm Optimization. | Pierre B. Borckmans, Pierre-Antoine Absil |
| 2010 | Combining back-propagation and genetic algorithms to train neural networks for start-up time modeling in combined cycle power plants. | Ilaria Bertini, Matteo De Felice, Stefano Pizzuti |
| 2010 | On the use of a clinical kernel in survival analysis. | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
| 2010 | Fast and good initialization of RBF networks. | Dietmar Bauer, Jonas Sjberg |
| 2010 | Principal curve tracing. | Erhan Bas, Deniz Erdogmus |
| 2010 | Learning how to grasp objects. | Annalisa Barla, Luca Baldassarre, Nicoletta Noceti, Francesca Odone |
| 2010 | Validation of unsupervised clustering methods for leaf phenotype screening. | Andreas Backhaus, Asuka Kuwabara, Andrew Fleming, Udo Seiffert |
| 2010 | Maximal Discrepancy for Support Vector Machines. | Davide Anguita, Alessandro Ghio, Sandro Ridella |
| 2010 | A Novel Two-Phase SOM Clustering Approach to Discover Visitor Interests in a Website. | Ahmad Ammari, Valentina V. Zharkova |
| 2010 | Highly sparse kernel spectral clustering with predictive out-of-sample extensions. | Carlos Alzate, Johan A. K. Suykens |