| 2009 | Comparison of Adaptive Algorithms for Significant Feature Selection in Neural Network Based Solution of the Inverse Problem of Electrical Prospecting. | Sergey Dolenko, Alexander Guzhva, Eugeny Obornev, Igor Persiantsev, Mikhail Shimelevich |
| 2009 | Probability-Based Distance Function for Distance-Based Classifiers. | Cezary Dendek, Jacek Mandziuk |
| 2009 | Mixing Different Search Biases in Evolutionary Learning Algorithms. | Kristina Davoian, Wolfram-Manfred Lippe |
| 2009 | A Model of Neuronal Specialization Using Hebbian Policy-Gradient with "Slow" Noise. | Emmanuel Dauc |
| 2009 | How Bursts Shape the STDP Curve in the Presence/Absence of GABAergic Inhibition. | Vassilis Cutsuridis, Stuart Cobb, Bruce P. Graham |
| 2009 | Feature Selection for Neural-Network Based No-Reference Video Quality Assessment. | Dubravko Culibrk, Dragan Kukolj, Petar Vasiljevic, Maja Pokric, Vladimir Zlokolica |
| 2009 | A New Method for Complexity Reduction of Neuro-fuzzy Systems with Application to Differential Stroke Diagnosis. | Krzysztof Cpalka, Olga Yu. Rebrova, Leszek Rutkowski |
| 2009 | Noiseless Independent Factor Analysis with Mixing Constraints in a Semi-supervised Framework. Application to Railway Device Fault Diagnosis. | Etienne Cme, Latifa Oukhellou, Thierry Denoeux, Patrice Aknin |
| 2009 | Discriminating between V and N Beats from ECGs Introducing an Integrated Reduced Representation along with a Neural Network Classifier. | Vclav Chudcek, George K. Georgoulas, Michal Huptych, Chrysostomos D. Stylios, Lenka Lhotsk |
| 2009 | Empirical Study of the Universum SVM Learning for High-Dimensional Data. | Vladimir Cherkassky, Wuyang Dai |
| 2009 | Speech Hashing Algorithm Based on Short-Time Stability. | Ning Chen, Wanggen Wan |
| 2009 | Training Recurrent Neural Network Using Multistream Extended Kalman Filter on Multicore Processor and Cuda Enabled Graphic Processor Unit. | Michal Cernansk |
| 2009 | Image Recognition in Analog VLSI with On-Chip Learning. | Gonzalo Carvajal, Waldo Valenzuela, Miguel E. Figueroa |
| 2009 | PCA-Based Representations of Graphs for Prediction in QSAR Studies. | Riccardo Cardin, Lisa Michielan, Stefano Moro, Alessandro Sperduti |
| 2009 | Advanced Integration of Neural Networks for Characterizing Voids in Welded Strips. | Matteo Cacciola, Salvatore Calcagno, Filippo Lagan, Giuseppe Megali, Diego Pellican, Mario Versaci, Francesco Carlo Morabito |
| 2009 | Learning Complex Population-Coded Sequences. | Kiran V. Byadarhaly, Mithun Perdoor, Suresh Vasa, Emmanuel Fernandez, Ali A. Minai |
| 2009 | Robospike Sensory Processing for a Mobile Robot Using Spiking Neural Networks. | Michael F. Mc Bride, T. Martin McGinnity, Liam P. Maguire |
| 2009 | Robustness of Kernel Based Regression: A Comparison of Iterative Weighting Schemes. | Kris De Brabanter, Kristiaan Pelckmans, Jos De Brabanter, Michiel Debruyne, Johan A. K. Suykens, Mia Hubert, Bart De Moor |
| 2009 | Bayesian Estimation of Kernel Bandwidth for Nonparametric Modelling. | Adrian G. Bors, Nikolaos Nasios |
| 2009 | Contributor Diagnostics for Anomaly Detection. | Alexander Borisov, George C. Runger, Eugene Tuv |
| 2009 | Function Decomposition Network. | Yevgeniy V. Bodyanskiy, Sergiy Popov, Mykola Titov |
| 2009 | Newtonian Spectral Clustering. | Konstantinos Blekas, K. Christodoulidou, Isaac E. Lagaris |
| 2009 | Comparative Study of the CG and HBF ODEs Used in the Global Minimization of Nonconvex Functions. | Amit Bhaya, Fernando Agustin Pazos, Eugenius Kaszkurewicz |
| 2009 | MINLIP: Efficient Learning of Transformation Models. | Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
| 2009 | Evolving Memory Cell Structures for Sequence Learning. | Justin Bayer, Daan Wierstra, Julian Togelius, Jrgen Schmidhuber |