| 2007 | Distinguishing between cause and effect via kernel-based complexity measures for conditional distributions. | Xiaohai Sun, Dominik Janzing, Bernhard Schlkopf |
| 2007 | Exploring the causal order of binary variables via exponential hierarchies of Markov kernels. | Xiaohai Sun, Dominik Janzing |
| 2007 | Learning causality by identifying common effects with kernel-based dependence measures. | Xiaohai Sun, Dominik Janzing |
| 2007 | Kernel on Bag of Paths For Measuring Similarity of Shapes. | Frdric Suard, Alain Rakotomamonjy, Abdelaziz Bensrhair |
| 2007 | Several ways to solve the MSO problem. | Jochen J. Steil |
| 2007 | SOM+EOF for finding missing values. | Antti Sorjamaa, Paul Merlin, Bertrand Maillet, Amaury Lendasse |
| 2007 | An overview of reservoir computing: theory, applications and implementations. | Benjamin Schrauwen, David Verstraeten, Jan M. Van Campenhout |
| 2007 | Relevance matrices in LVQ. | Petra Schneider, Michael Biehl, Barbara Hammer |
| 2007 | Explicit Kernel Rewards Regression for data-efficient near-optimal policy identification. | Daniel Schneega, Steffen Udluft, Thomas Martinetz |
| 2007 | Neural Rewards Regression for near-optimal policy identification in Markovian and partial observable environments. | Daniel Schneega, Steffen Udluft, Thomas Martinetz |
| 2007 | The Intrinsic Recurrent Support Vector Machine. | Daniel Schneega, Anton Maximilian Schfer, Thomas Martinetz |
| 2007 | Order in Complex Systems of Nonlinear Oscillators: Phase Locked Subspaces. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2007 | The Recurrent Control Neural Network. | Anton Maximilian Schfer, Steffen Udluft, Hans-Georg Zimmermann |
| 2007 | Data reduction using classifier ensembles. | J. Salvador Snchez, Ludmila I. Kuncheva |
| 2007 | Controlling complexity of RBF networks by similarity. | Ulrich Rckert, Ralf Eickhoff |
| 2007 | Model collisions in the dissimilarity SOM. | Fabrice Rossi |
| 2007 | One-class SVM regularization path and comparison with alpha seeding. | Alain Rakotomamonjy, Manuel Davy |
| 2007 | Applying the Episodic Natural Actor-Critic Architecture to Motor Primitive Learning. | Jan Peters, Stefan Schaal |
| 2007 | Convex optimization for the design of learning machines. | Kristiaan Pelckmans, Johan A. K. Suykens, Bart De Moor |
| 2007 | A supervised learning approach based on STDP and polychronization in spiking neuron networks. | Hlne Paugam-Moisy, Rgis Martinez, Samy Bengio |
| 2007 | Estimating the Number of Components in a Mixture of Multilayer Perceptrons. | Madalina Olteanu, Joseph Rynkiewicz |
| 2007 | Clustering using genetic algorithm combining validation criteria. | Murilo Coelho Naldi, Andr Carlos Ponce de Leon Ferreira de Carvalho |
| 2007 | An Estimation of Response Certainty using Features of Eye-movements. | Minoru Nakayama, Yosiyuki Takahasi |
| 2007 | Kernel PCA based clustering for inducing features in text categorization. | Zsolt Minier, Lehel Csat |
| 2007 | A new decision strategy in multi-objective training of the artificial neural networks. | Talles Henrique de Medeiros, Ricardo H. C. Takahashi, Antnio de Pdua Braga |