| 2002 | Rule extraction from support vector machines. | Haydemar Nez, Cecilio Angulo, Andreu Catal |
| 2002 | An estimation model of pupil size for 'Blink Artifact' and it's applications. | Minoru Nakayama, Yasutaka Shimizu |
| 2002 | Stochastic resonance and finite resolutions in a leaky integrate-and-fire neuron. | Nhamo Mtetwa, Leslie S. Smith, Amir Hussain |
| 2002 | State reconstruction of piecewise linear maps using a clustering machine. | Gilles Millerioux, Grard Bloch |
| 2002 | Kernel Temporal Component Analysis. | Dominique Martinez, Alistair Bray |
| 2002 | Clustering in data space and feature space. | Donald MacDonald, Colin Fyfe |
| 2002 | The use of LS-SVM in the classification of brain tumors based on Magnetic Resonance Spectroscopy signals. | Lukas Lukas, Andy Devos, Johan A. K. Suykens, Leentje Vanhamme, Sabine Van Huffel, Anne Rosemary Tate, Carles Majs, Carles Ars |
| 2002 | Mobile radio access network monitoring using the self-organizing map. | Pasi Lehtimki, Kimmo Raivio, Olli Simula |
| 2002 | Curvilinear Distance Analysis versus Isomap. | John Aldo Lee, Amaury Lendasse, Michel Verleysen |
| 2002 | Unsupervised classifier for monitoring and diagnostic of time series. | Stphane Lecoeuche |
| 2002 | Biologically-inspired human motion detection. | Vijay Laxmi, John N. Carter, Robert I. Damper |
| 2002 | Probabilistic derivation and Multiple Canonical Correlation Analysis. | Pei Ling Lai |
| 2002 | Non-linear Canonical Correlation Analysis using a RBF networks. | Sukhbinder Kumar, Elaine B. Martin, A. Julian Morris |
| 2002 | Exploratory Correlation Analysis. | Jos Koetsier, Donald MacDonald, Darryl Charles, Colin Fyfe |
| 2002 | The problem of adaptive control in a living system or how to acquire an inverse model without the help of an external teacher. | Karl-Theodor Kalveram, Thomas Schinauer |
| 2002 | Parametric bootstrap for asymptotic test of contrast difference in neural networks. | Riadh Kallel, Joseph Rynkiewicz |
| 2002 | Noise derived information criterion for model selection. | Joaqun Pizarro Junquera, Pedro L. Galindo, Elisa Guerrero Vzquez, Andrs Yez Escolano |
| 2002 | Novelty detection for strain-gauge degradation using maximally correlated components. | Garry Hollier, Jim Austin |
| 2002 | Searching for the embedded manifolds in high-dimensional data, problems and unsolved questions. | Jeanny Hrault, Anne Gurin-Dugu, Pierre Villemain |
| 2002 | Estimating probabilities for unbounded categorization problems. | James Henderson |
| 2002 | Combining gestural and contact information for visual guidance of multi-finger grasps. | Gunther Heidemann, Helge J. Ritter |
| 2002 | Why will rat's go where rats will not? | Jenny Hayes, Victoria Murphy, Neil Davey, Pam Smith, Lorna Peters |
| 2002 | Forecasting using twinned principal curves. | Ying Han, Colin Fyfe |
| 2002 | Batch-RLVQ. | Barbara Hammer, Thomas Villmann |
| 2002 | Perspectives on learning with recurrent neural networks. | Barbara Hammer, Jochen J. Steil |