| 2006 | Hierarchical markovian models for joint classification, segmentation and data reduction of hyperspectral images. | Nadia Bali, Ali Mohammad-Djafari, Adel Mohammadpour |
| 2006 | Semi-Blind Approaches for Source Separation and Independent component Analysis. | Massoud Babaie-Zadeh, Christian Jutten |
| 2006 | Modelling switching dynamics using prediction experts operating on distinct wavelet scales. | Alexandre Aussem, Pierre Chainais |
| 2006 | Visualizing the trustworthiness of a projection. | Michal Aupetit |
| 2006 | Bootstrap feature selection in support vector machines for ventricular fibrillation detection. | Felipe Alonso Atienza, Jos Luis Rojo-lvarez, Gustavo Camps-Valls, Alfredo Rosado Muoz, Arcadi Garca-Alberola |
| 2006 | Using distributed genetic programming to evolve classifiers for a brain computer interface. | Eva Alfaro-Cid, Anna Esparcia-Alczar, Ken Sharman |
| 2006 | Cultures of dissociated neurons display a variety of avalanche behaviours. | Roberta Alessio, Laura Cozzi, Vittorio Sanguineti |
| 2005 | Radar target recognition using SVMs with a wrapper feature selection driven by immune clonal algorithm. | Xiangrong Zhang, Shuang Wang, Tan Shan, Licheng Jiao |
| 2005 | To apply score function difference based ICA algorithms to high-dimensional data. | Kun Zhang, Lai-Wan Chan |
| 2005 | clustering using a random walk based distance measure. | Luh Yen, Denis Vanvyve, Fabien Wouters, Franois Fouss, Michel Verleysen, Marco Saerens |
| 2005 | A ridgelet kernel regression model using genetic algorithm. | Shuyuan Yang, Min Wang, Licheng Jiao |
| 2005 | A neural network approach of ultra-wideband nearfield adaptive beamforming. | Min Wang, Shuyuan Yang, Shunjun Wu |
| 2005 | UWB radar target identification based on linear RBFNN. | Min Wang, Shuyuan Yang, Shunjun Wu |
| 2005 | A probabilistic framework for mismatch and profile string kernels. | Alexei Vinokourov, Andrei N. Soklakov, Craig Saunders |
| 2005 | Exponential stability of implicit Euler, discrete-time Hopfield neural networks. | Francisco R. Villatoro |
| 2005 | Support Vector Machine For Functional Data Classification. | Nathalie Villa, Fabrice Rossi |
| 2005 | Isolated word recognition using a Liquid State Machine. | David Verstraeten, Benjamin Schrauwen, Dirk Stroobandt |
| 2005 | Handling outliers and missing data in brain tumour clinical assessment using t-GTM. | Alfredo Vellido, Paulo J. G. Lisboa, Dolores Vicente |
| 2005 | Functional topographic mapping for robust handling of outliers in brain tumour data. | Alfredo Vellido, Paulo J. G. Lisboa |
| 2005 | Automatic classification of prostate cancer using pseudo-gaussian radial basis function neural network. | Olga Valenzuela, Ignacio Rojas Ruiz, Fernando Rojas Ruiz, Luisa Marquez |
| 2005 | The architecture of emergent self-organizing maps to reduce projection errors. | Alfred Ultsch, Lutz Herrmann |
| 2005 | Coverage-performance estimation for classification with ambiguous data. | Thomas Trappenberg |
| 2005 | Neuromimetic model of interval timing. | Claude F. Touzet, Pierrick Demoulin, Bors Burle, Franck Vidal, Franoise Macar |
| 2005 | Relevance determination in reinforcement learning. | Katharina Tluk von Toschanowitz, Barbara Hammer, Helge J. Ritter |
| 2005 | new evidences for sparse coding strategy employed in visual neurons: from the image processing and nonlinear approximation viewpoint. | Tan Shan, Licheng Jiao |