| 2003 | Road Singularities Detection and Classification. | Ana Paula Leito, Sorin Tilie, Morgan Mangeas, Jean-Philippe Tarel, Vincent Vigneron, Sylvie Lelandais-Bonade |
| 2003 | Locally Linear Embedding versus Isotop. | John Aldo Lee, Cdric Archambeau, Michel Verleysen |
| 2003 | Autonomous learning algorithm for fully connected recurrent networks. | Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre |
| 2003 | Classification of handwritten digits using supervised locally linear embedding algorithm and support vector machine. | Olga Kouropteva, Oleg Okun, Matti Pietikinen |
| 2003 | Modeling of growing networks with directional attachment and communities. | Masahiro Kimura, Kazumi Saito, Naonori Ueda |
| 2003 | An Analysis of Synchrony Conditions for Integrate-and-Fire Neurons. | DaeEun Kim |
| 2003 | On the equality of kernel AdaTron and sequential minimal optimization in classification and regression tasks and alike algorithms for kernel machines. | Vojislav Kecman, Michael Vogt, Te Ming Huang |
| 2003 | On radial basis function network equalization in the GSM system. | Arto Kantsila, Mikko Lehtokangas, Jukka Saarinen |
| 2003 | Finding clusters using support vector classifiers. | Kees Jong, Elena Marchiori, Aad van der Vaart |
| 2003 | An Associative Memory for the Automorphism Group of Structures. | Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | A Neural Graph Isomorphism Algorithm based on local Invariants. | Brijnesh J. Jain, Fritz Wysotzki |
| 2003 | Robust Vector Quantization for Burst Error Channels Using Genetic Algorithm. | Wen-Jyi Hwang, Chien-Min Ou, Chin-Ming Yeh |
| 2003 | Online Identification and Control of a PV-Supplied DC Motor Using Universal Learning Networks. | Ahmed Hussein, Kotaro Hirasawa, Jinglu Hu |
| 2003 | Searching optimal feature subset using mutual information. | Di Huang, Tommy W. S. Chow |
| 2003 | Kernel PLS variants for regression. | Luc Hoegaerts, Johan A. K. Suykens, Joos Vandewalle, Bart De Moor |
| 2003 | Ensemble Methods for Multilayer Feedforward. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | A new rule extraction algorithm based on interval arithmetic. | Carlos Hernndez-Espinosa, Mercedes Fernndez-Redondo, Mamen Ortiz-Gmez |
| 2003 | Neural networks organizations to learn complex robotic functions. | Gilles Hermann, Patrice Wira, Jean-Philippe Urban |
| 2003 | Semi-automatic acquisition and labelling of image data using SOMs. | Gunther Heidemann, Axel Saalbach, Helge J. Ritter |
| 2003 | Mathematical Aspects of Neural Networks. | Barbara Hammer, Thomas Villmann |
| 2003 | Associative morphological memories for spectral unmixing. | Manuel Graa, Josune Gallego |
| 2003 | Improving iterative repair strategies for scheduling with the SVM. | Kai Gersmann, Barbara Hammer |
| 2003 | Accelerating the convergence speed of neural networks learning methods using least squares. | Oscar Fontenla-Romero, Deniz Erdogmus, Jos Carlos Prncipe, Amparo Alonso-Betanzos, Enrique F. Castillo |
| 2003 | A new Meta Machine Learning (MML) method based on combining non-significant different neural networks. | Andrs Yez Escolano, Joaqun Pizarro Junquera, Elisa Guerrero Vzquez, Pedro Galindo Riao |
| 2003 | Recursive Least Squares for an Entropy Regularized MSE Cost Function. | Deniz Erdogmus, Yadunandana N. Rao, Jos Carlos Prncipe, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |