| 2008 | SOM based clustering with instance-level constraints. | Fazia Bellal, Khalid Benabdeslem, Alexandre Aussem |
| 2008 | A method for robust variable selection with significance assessment. | Annalisa Barla, Sofia Mosci, Lorenzo Rosasco, Alessandro Verri |
| 2008 | Clustering of Self-Organizing Map. | Hanane Azzag, Mustapha Lebbah |
| 2008 | Homogeneous bipartition based on multidimensional ranking. | Michal Aupetit |
| 2008 | The impact of axon wiring costs on small neuronal networks. | Conrad Attard, Andreas Alexander Albrecht |
| 2008 | Regularization path for Ranking SVM. | Karina Zapien Arreola, Thomas Grtner, Gilles Gasso, Stphane Canu |
| 2008 | Feature selection on process fault detection and visualization. | Tuomas Alhonnoro, Miki Sirola |
| 2008 | Parallelizing single patch pass clustering. | Nikolai Alex, Barbara Hammer |
| 2008 | Comparison of sparse least squares support vector regressors trained in primal and dual. | Shigeo Abe |
| 2007 | Derivation of nonlinear amplitude equations for the normal modes of a self-organizing system. | Junmei Zhu, Christoph von der Malsburg |
| 2007 | Three-dimensional self-organizing dynamical systems for discrete structures memorizing and retrieval. | Alexander Yudashkin |
| 2007 | Functional elements and networks in fMRI. | Jarkko Ylipaavalniemi, Eerika Savia, Ricardo Vigrio, Samuel Kaski |
| 2007 | Classifying n-back EEG data using entropy and mutual information features. | Liang Wu, Predrag Neskovic, Etienne Reyes, Elena Festa, Heindel William |
| 2007 | Feature extraction for EEG classification: representing electrode outputs as a Markov stochastic process. | Liang Wu, Predrag Neskovic |
| 2007 | On the dynamics of Vector Quantization and Neural Gas. | Aree Witoelar, Michael Biehl, Anarta Ghosh, Barbara Hammer |
| 2007 | Ensemble neural classifier design for face recognition. | Terry Windeatt |
| 2007 | Algebraic inversion of an artificial neural network classifier. | Travis Wiens, Rich Burton, Greg Schoenau |
| 2007 | A neural model of cross-modal association in insects. | Jan Wessnitzer, Barbara Webb |
| 2007 | Intrinsic plasticity for reservoir learning algorithms. | Marion Wardermann, Jochen J. Steil |
| 2007 | A new feature selection scheme using data distribution factor for transactional data. | Piyang Wang, Tommy W. S. Chow |
| 2007 | Visualization of Fuzzy Information in Fuzzy-Classification for Image Segmentation using MDS. | Thomas Villmann, Marc Strickert, Cornelia Br, Frank-Michael Schleif, Udo Seiffert |
| 2007 | Clustering a medieval social network by SOM using a kernel based distance measure. | Nathalie Villa, Romain Boulet |
| 2007 | Adapting reservoir states to get Gaussian distributions. | David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2007 | Adaptive Weight Change Mechanism for Kohonens's Neural Network Implemented in CMOS 0.18 um Technology. | Tomasz Talaska, Rafal Dlugosz, Witold Pedrycz |
| 2007 | A metamorphosis of Canonical Correlation Analysis into multivariate maximum margin learning. | Sndor Szedmk, Tijl De Bie, David R. Hardoon |