| 2007 | Causality analysis of LFPs in micro-electrode arrays based on mutual information. | Nikolay V. Manyakov, Marc M. Van Hulle |
| 2007 | Structured reservoir computing with spatiotemporal chaotic attractors. | Carlos Loureno |
| 2007 | A unified view of TD algorithms, introducing Full-gradient TD and Equi-gradient descent TD. | Manuel Loth, Philippe Preux, Manuel Davy |
| 2007 | Nearest Neighbor Distributions and Noise Variance Estimation. | Elia Liitiinen, Francesco Corona, Amaury Lendasse |
| 2007 | Feature clustering and mutual information for the selection of variables in spectral data. | Catherine Krier, Damien Franois, Fabrice Rossi, Michel Verleysen |
| 2007 | ICA-based High Frequency VaR for Risk Management. | Patrick Kouontchou, Bertrand Maillet |
| 2007 | Complexity bounds of radial basis functions and multi-objective learning. | Illya Kokshenev, Antnio de Pdua Braga |
| 2007 | Bifurcation analysis for a discrete-time Hopfield neural network of two neurons with two delays. | Eva Kaslik, Stefan Balint |
| 2007 | Agglomerative Independent Variable Group Analysis. | Antti Honkela, Jeremias Sepp, Esa Alhoniemi |
| 2007 | Computational Intelligence approaches to causality detection. | Katerina Hlavckov-Schindler, Pablo F. Verdes |
| 2007 | Transition from initialization to working stage in biologically realistic networks. | Andreas Herzog, Karsten Kube, Bernd Michaelis, Ana D. de Lima, Thomas B. Voigt |
| 2007 | Reinforcement learning in a nutshell. | Verena Heidrich-Meisner, Martin Lauer, Christian Igel, Martin A. Riedmiller |
| 2007 | How to process uncertainty in machine learning?. | Barbara Hammer, Thomas Villmann |
| 2007 | Markovian blind separation of non-stationary temporally correlated sources. | Rima Guidara, Shahram Hosseini, Yannick Deville |
| 2007 | Adaptive Global Metamodeling with Neural Networks. | Dirk Gorissen, Wouter Hendrickx, Tom Dhaene |
| 2007 | Spicules-based competitive neural network. | Jos Antonio Gmez-Ruiz, Jos Muoz-Prez, M. Angeles Garca-Bernal, Ezequiel Lpez-Rubio |
| 2007 | Pattern Recognition using Chaotic Transients. | Wee Jin Goh, Nigel T. Crook |
| 2007 | Toward a robust 2D spatio-temporal self-organization. | Thomas Girod, Laurent Bougrain, Frdric Alexandre |
| 2007 | Visualisation of tree-structured data through generative probabilistic modelling. | Nikolaos Gianniotis, Peter Tio |
| 2007 | Self-organized chains for clustering. | Hassan Ghaziri |
| 2007 | Computing and stopping the solution paths for $\nu$-SVR. | Gilles Gasso, Karina Zapien Arreola, Stphane Canu |
| 2007 | Identification of churn routes in the Brazilian telecommunications market. | David L. Garca, Alfredo Vellido, ngela Nebot |
| 2007 | SOM for intensity inhomogeneity correction in MRI. | Maite Garca-Sebastin, Manuel Graa |
| 2007 | Spiral Recurrent Neural Network for Online Learning. | Huaien Gao, Rudolf Sollacher, Hans-Peter Kriegel |
| 2007 | Learning topology of a labeled data set with the supervised generative gaussian graph. | Pierre Gaillard, Michal Aupetit, Grard Govaert |