| 2003 | An introduction to learning in web domains. | Michelangelo Diligenti, Marco Gori, Marco Maggini, Franco Scarselli, Ah Chung Tsoi |
| 2003 | Analyzing surveys using the Kohonen algorithm. | Marie Cottrell, Patrick Letrmy |
| 2003 | Comparison of traditional and neural systems for train speed estimation. | Valentina Colla, Marco Vannucci, Benedetto Allotta, Monica Malvezzi |
| 2003 | Ensemble of hybrid networks with strong regularization. | Shimon Cohen, Nathan Intrator |
| 2003 | Magnification Control in Winner Relaxing Neural Gas. | Jens Christian Claussen, Thomas Villmann |
| 2003 | Anticipated synchronization in neuron models. | Marzena Ciszak, Oscar Calvo, Cristina Masoller, Claudio R. Mirasso, Ral Toral |
| 2003 | Approximately unbiased estimation of conditional variance in heteroscedastic kernel ridge regression. | Gavin C. Cawley, Nicola L. C. Talbot, Robert J. Foxall, Stephen R. Dorling, Danilo P. Mandic |
| 2003 | Efficient cross-validation of kernel fisher discriminant classifiers. | Gavin C. Cawley, Nicola L. C. Talbot |
| 2003 | Statistical downscaling with artificial neural networks. | Gavin C. Cawley, Malcolm R. Haylock, Stephen R. Dorling, Clare Goodess, Phil D. Jones |
| 2003 | Neural Network Performances in Astronomical Image Processing. | Rossella Cancelliere, Mario Gai |
| 2003 | Extracting Interface Assertions from Neural Networks in Polyhedral Format. | Stephan Breutel, Frdric Maire, Ross Hayward |
| 2003 | Towards the restoration of hand grasp function of quadriplegic patients based on an artificial neural net controller using peripheral nerve stimulation - an approach. | Martin Bogdan, Michael Schrder, Wolfgang Rosenstiel |
| 2003 | Neural Networks and M5 model trees in modeling water level-discharge relationship for an Indian river. | Biswanath Bhattacharya, Dimitri P. Solomatine |
| 2003 | Meter value recognition using locally connected hierarchical networks. | Sven Behnke |
| 2003 | Comparison of neural algorithms for blind source separation in sensor array applications. | Guillermo Bedoya, Sergio Bermejo, Joan Cabestany |
| 2003 | Post-failure analysis of an adaptive predictor-corrector neural controller on a flight simulator. | Manuela Battipede, Piero A. Gili, Marco Lando, Luca Massotti, Marcello R. Napolitano, Giampiero Campa, Mario G. Perhinschi |
| 2003 | The hypersphere neuron. | Vladimir Banarer, Christian Perwass, Gerald Sommer |
| 2003 | VLSI Realization of a Two-Dimensional Hamming Distance Comparator ANN for Image Processing Applications. | Stphane Badel, Alexandre Schmid, Yusuf Leblebici |
| 2003 | Robust Topology Representing Networks. | Michal Aupetit |
| 2003 | High-dimensional labeled data analysis with Gabriel graphs. | Michal Aupetit |
| 2003 | On Convergence Problems of the EM Algorithm for Finite Gaussian Mixtures. | Cdric Archambeau, John Aldo Lee, Michel Verleysen |
| 2003 | 1-v-1 Tri-Class SV Machine. | Cecilio Angulo, Luis Gonzlez Abril |
| 2003 | A Fuzzy ARTMAP Probability Estimator with Relevance Factor. | Razvan Andonie, Lucian Mircea Sasu |
| 2002 | Yield curve forecasting by error correction neural networks and partial learning. | Hans-Georg Zimmermann, Christoph Tietz, Ralph Grothmann |
| 2002 | Undershooting: modeling dynamical systems by time grid refinements. | Hans-Georg Zimmermann, Ralph Neuneier, Ralph Grothmann |