| 2007 | Content-Based Image Retrieval by Combining Genetic Algorithm and Support Vector Machine. | Kwang-Kyu Seo |
| 2007 | Structure Learning with Nonparametric Decomposable Models. | Anton Schwaighofer, Mathus Dejori, Volker Tresp, Martin Stetter |
| 2007 | The Introduction of Time-Scales in Reservoir Computing, Applied to Isolated Digits Recognition. | Benjamin Schrauwen, Jeroen Defour, David Verstraeten, Jan M. Van Campenhout |
| 2007 | Improving Optimality of Neural Rewards Regression for Data-Efficient Batch Near-Optimal Policy Identification. | Daniel Schneega, Steffen Udluft, Thomas Martinetz |
| 2007 | Clustering Limit Cycle Oscillators by Spectral Analysis of the Synchronisation Matrix with an Additional Phase Sensitive Rotation. | Jan-Hendrik Schleimer, Ricardo Vigrio |
| 2007 | Neural Network Approach for Mass Spectrometry Prediction by Peptide Prototyping. | Alexandra Scherbart, Wiebke Timm, Sebastian Bcker, Tim W. Nattkemper |
| 2007 | An Efficient Search Strategy for Feature Selection Using Chow-Liu Trees. | Erik Schaffernicht, Volker Stephan, Horst-Michael Gro |
| 2007 | Exploiting Blind Matrix Decomposition Techniques to Identify Diagnostic Marker Genes. | Reinhard Schachtner, Dominik Lutter, Fabian J. Theis, Elmar Wolfgang Lang, Ana Maria Tom, Gerd Schmitz |
| 2007 | Interferences in the Transformation of Reference Frames During a Posture Imitation Task. | Eric L. Sauser, Aude Billard |
| 2007 | Relevance Metrics to Reduce Input Dimensions in Artificial Neural Networks. | Hctor F. Satizbal, Andrs Prez-Uribe |
| 2007 | A Neurofuzzy Controller for a Single Link Flexible Manipulator. | Samaneh Sarraf, Ali Fallah, T. Seyedena |
| 2007 | A Bio-inspired Connectionist Approach for Motion Description Through Sequences of Images. | Claudio Castellanos Snchez |
| 2007 | An Improved Version of the Wrapper Feature Selection Method Based on Functional Decomposition. | Noelia Snchez-Maroo, Amparo Alonso-Betanzos, Beatriz Prez-Snchez |
| 2007 | Spatial and Temporal Selectivity of Hippocampal CA3 and Its Contribution to Sequence Disambiguation. | Toshikazu Samura, Motonobu Hattori, Shun Ishizaki |
| 2007 | Testing Component Independence Using Data Compressors. | Daniil Ryabko |
| 2007 | Incremental and Decremental Learning for Linear Support Vector Machines. | Enrique Romero, Ignacio Barrio, Llus Belanche |
| 2007 | The Link Between Temporal Attention and Emotion: A Playground for Psychology, Neuroscience, and Plausible Artificial Neural Networks. | Etienne B. Roesch, David Sander, Klaus R. Scherer |
| 2007 | Identifying Binding Sites in Sequential Genomic Data. | Mark Robinson, Cristina Gonzlez Castellano, Rod Adams, Neil Davey, Yi Sun |
| 2007 | Neural Mechanisms for Mid-Level Optical Flow Pattern Detection. | Stefan Ringbauer, Pierre Bayerl, Heiko Neumann |
| 2007 | Sparse and Transformation-Invariant Hierarchical NMF. | Sven Rebhan, Julian Eggert, Horst-Michael Gro, Edgar Krner |
| 2007 | A Method to Estimate the Graph Structure for a Large MRF Model. | Miika Rajala, Risto Ritala |
| 2007 | Active Learning to Support the Generation of Meta-examples. | Ricardo Bastos Cavalcante Prudncio, Teresa Bernarda Ludermir |
| 2007 | An Ensemble Dependence Measure. | Matthew Prior, Terry Windeatt |
| 2007 | Adaptive Self-scaling Non-monotone BFGS Training Algorithm for Recurrent Neural Networks. | Chun-Cheng Peng, George D. Magoulas |
| 2007 | Polynomial Cellular Neural Networks for Implementing the Game of Life. | Giovanni Egidio Pazienza, Eduardo Gmez-Ramrez, Xavier Vilass-Cardona |