| 2001 | A structural genetic algorithm to optimize High Order Neural Network architecture. | I. Chalkiadakis, George A. Rovithakis, Michael E. Zervakis |
| 2001 | One-to-many mappings represented on feed-forward networks. | Roelof K. Brouwer, Witold Pedrycz |
| 2001 | Canonical correlation analysis in early vision processing. | Magnus Borga, Hans Knutsson |
| 2001 | Intelligent hardware for identification and control of non-linear systems with SVM. | Andrea Boni, Fabio Bardi |
| 2001 | Relevance determination in Learning Vector Quantization. | Thorsten Bojer, Barbara Hammer, Daniel Schunk, Katharina Tluk von Toschanowitz |
| 2001 | Detection of cluster in Self-Organizing Maps for controlling a prostheses using nerve signals. | Martin Bogdan, Wolfgang Rosenstiel |
| 2001 | Some known facts about financial data. | Eric de Bodt, Joseph Rynkiewicz, Marie Cottrell |
| 2001 | Applications of neuro-fuzzy classification, evaluation and forecasting techniques in agriculture. | Elena Bellei, Diego Guidotti, Ruggero Petacchi, Leonardo Maria Reyneri, Italo Rizzi |
| 2001 | Segmentation of switching dynamics with a Hidden Markov Model of neural prediction experts. | Alex Aussem, C. Boutevin |
| 2001 | Interpretation and comparison of multivariate data partitions. | Esa Alhoniemi, Olli Simula |
| 2001 | A local search method for pattern classification. | Andreas Alexander Albrecht, Martin J. Loomes, Kathleen Steinhfel, Matthias Taupitz, Chak-Kuen Wong |
| 2000 | A neural network approach to adaptive pattern analysis - the deformable feature map. | Axel Wismller, Frank Vietze, Dominik R. Dersch, Klaus Hahn, Helge J. Ritter |
| 2000 | A neural network for undercomplete independent component analysis. | Lu Wei, Jagath C. Rajapakse |
| 2000 | Learning principal components in a contextual space. | Thomas Voegtlin |
| 2000 | Neural networks approaches in medicine - a review of actual developments. | Thomas Villmann |
| 2000 | Analytical comparison of the Temporal Kohonen Map and the Recurrent Self Organizing Map. | Markus Varsta, Jukka Heikkonen, Jouko Lampinen |
| 2000 | Neurocontrol of a binary distillation column. | M. A. Torres, M. E. Pardo, J. M. Pupo, Luciano Boquete, Rafael Barea, Luis Miguel Bergasa |
| 2000 | The K.U.Leuven competition data: a challenge for advanced neural network techniques. | Johan A. K. Suykens, Joos Vandewalle |
| 2000 | Sparse least squares Support Vector Machine classifiers. | Johan A. K. Suykens, Lukas Lukas, Joos Vandewalle |
| 2000 | A new information criterion for the selection of subspace models. | Masashi Sugiyama, Hidemitsu Ogawa |
| 2000 | Local input-output stability of recurrent networks with time-varying weights. | Jochen J. Steil |
| 2000 | On the use of the wavelet decomposition for time series prediction. | Skander Soltani |
| 2000 | Application of MLP and stochastic simulations for electricity load forecasting in Russia. | Elena Savelieva, Alexey Kravetski, Sergey Chernov, Vasiliy V. Demyanov, Vadim Timonin, Rafael V. Arutyunyan, Leonid Aleksandrovich Bolshov, Mikhail F. Kanevski |
| 2000 | Curve forecast with the SOM algorithm: using a tool to follow the time on a Kohonen map. | Patrick Rousset |
| 2000 | Stability assessment of electric power systems using growing neural gas and self-organizing maps. | Christian Rehtanz, Carsten Leder |