| 2009 | 17th European Symposium on Artificial Neural Networks, ESANN 2009, Bruges, Belgium, April 22-24, 2009, Proceedings |
| 2009 | A Variational Approach to Semi-Supervised Clustering. Peng Li, Yiming Ying, Colin Campbell |
| 2009 | A brief introduction to Weightless Neural Systems. Igor Aleksander, Massimo De Gregorio, Felipe Maia Galvão França, Priscila Machado Vieira Lima, Helen Morton |
| 2009 | A computational framework for exploratory data analysis. Axel Wismüller |
| 2009 | A faster model selection criterion for OP-ELM and OP-KNN: Hannan-Quinn criterion. Yoan Miche, Amaury Lendasse |
| 2009 | A neural model for binocular vergence control without explicit calculation of disparity. Agostino Gibaldi, Manuela Chessa, Andrea Canessa, Silvio P. Sabatini, Fabio Solari |
| 2009 | A neural network model of landmark recognition in the fiddler crab, Uca lactea. Hyunggi Cho, DaeEun Kim |
| 2009 | A regression model with a hidden logistic process for signal parametrization. Faicel Chamroukhi, Allou Samé, Gérard Govaert, Patrice Aknin |
| 2009 | A robust biologically plausible implementation of ICA-like learning. Felipe Gerhard, Cristina Savin, Jochen Triesch |
| 2009 | A robust hybrid DHMM-MLP modelling of financial crises measured by the WhIMS. Christophe Boucher, Bertrand Maillet, Paul Merlin |
| 2009 | A self-training method for learning to rank with unlabeled data. Tuong-Vinh Truong, Massih-Reza Amini, Patrick Gallinari |
| 2009 | A semi-supervised approach to question classification. David Tomás, Claudio Giuliano |
| 2009 | A variational radial basis function approximation for diffusion processes. Michail D. Vrettas, Dan Cornford, Yuan Shen |
| 2009 | A wavelet-heterogeneous index of market shocks for assessing the magnitude of financial crises. Christophe Boucher, Patrick Kouontchou, Bertrand Maillet, Raymond Hélène |
| 2009 | Adaptive Metrics for Content Based Image Retrieval in Dermatology. Kerstin Bunte, Michael Biehl, Nicolai Petkov, Marcel F. Jonkman |
| 2009 | Adaptive anisotropic denoising: a bootstrapped procedure. John Aldo Lee, Arnaud de Decker, Michel Verleysen |
| 2009 | Application of SVM for cell recognition in BCC skin pathology. Tomasz Markiewicz, Stanislaw Osowski, Cezary Jochymski, Joanna Narbutt, Wojciech Kozlowski |
| 2009 | Applying Mutual Information for Prototype or Instance Selection in Regression Problems. Alberto Guillén, Luis Javier Herrera, Ginés Rubio, Héctor Pomares, Amaury Lendasse, Ignacio Rojas |
| 2009 | Attractor-based computation with reservoirs for online learning of inverse kinematics. René Felix Reinhart, Jochen J. Steil |
| 2009 | Augmenting Information from Brain-Computer Interfaces through Bayesian Plan Recognition. Eric Demeester, Alexander Hüntemann, José del R. Millán, Hendrik Van Brussel |
| 2009 | Bayesian periodogram smoothing for speech enhancement. Xueru Zhang, Alexander Ypma, Bert de Vries |
| 2009 | Brain Computer Interface for Virtual Reality Control. Christoph Guger, Clemens Holzner, Christoph Groenegress, Günter Edlinger, Mel Slater |
| 2009 | Brain-Computer Interfaces: from theory to practice. Dieter Devlaminck, Bart Wyns, Luc Boullart, Patrick Santens, Georges Otte |
| 2009 | Cerebellum and spatial cognition: A connectionist approach. Jean-Baptiste Passot, Laure Rondi-Reig, Angelo Arleo |
| 2009 | Classification of high-dimensional data for cervical cancer detection. Charles Bouveyron, Camille Brunet, Vincent Vigneron |
| 2009 | Comparison between linear discrimination analysis and support vector machine for detection of pesticide on spinach leaf by hyperspectral imaging with excitation-emission matrix. Mizuki Tsuta, Gamal El Masry, Takehiro Sugiyama, Kaori Fujita, Junichi Sugiyama |
| 2009 | Connection strategy and performance in sparsely connected 2D associative memory models with non-random images. Lee Calcraft, Rod Adams, Neil Davey |
| 2009 | Decoding finger flexion using amplitude modulation from band-specific ECoG. Nanying Liang, Laurent Bougrain |
| 2009 | Dirichlet process-based component detection in state-space models. Botond Bocsi, Lehel Csató |
| 2009 | Does dimensionality reduction improve the quality of motion interpolation? Sebastian Bitzer, Stefan Klanke, Sethu Vijayakumar |
| 2009 | Echo State networks and Neural network Ensembles to predict Sunspots activity. Friedhelm Schwenker, Amr Labib |
| 2009 | Efficient voting prediction for pairwise multilabel classification. Eneldo Loza Mencía, Sang-Hyeun Park, Johannes Fürnkranz |
| 2009 | Embedding Proximal Support Vectors into Randomized Trees. Cédric Simon, Christophe De Vleeschouwer, Jérôme Meessen |
| 2009 | Equilibrium properties of off-line LVQ. Aree Witoelar, Michael Biehl, Barbara Hammer |
| 2009 | Exploring the impact of alternative feature representations on BCI classification. Ali Bahramisharif, Marcel van Gerven, Tom Heskes |
| 2009 | Extracting fuzzy rules from "mental" images generated by a modified WISARD perceptron. Bruno P. A. Grieco, Priscila Machado Vieira Lima, Massimo De Gregorio, Felipe Maia Galvão França |
| 2009 | FPGA-based enhanced probabilistic convergent weightless Network for human Iris recognition. Pierre Lorrentz, Gareth Howells, Klaus D. McDonald-Maier |
| 2009 | Forward feature selection using Residual Mutual Information. Erik Schaffernicht, Christoph Möller, Klaus Debes, Horst-Michael Gross |
| 2009 | Fuzzy Fleiss-kappa for Comparison of Fuzzy Classifiers. Dietlind Zühlke, Tina Geweniger, Ulrich Heimann, Thomas Villmann |
| 2009 | Gaussian Mixture Models for multiclass problems with performance constraints. Nisrine Jrad, Edith Grall-Maës, Pierre Beauseroy |
| 2009 | Gene expression data analysis using spatiotemporal blind source separation. Matthieu Sainlez, Pierre-Antoine Absil, Andrew E. Teschendorff |
| 2009 | Generalisation of action sequences in RNNPB networks with mirror properties. Raymond H. Cuijpers, Floran Stuijt, Ida G. Sprinkhuizen-Kuyper |
| 2009 | Hardware Implementation Issues of the Neighborhood Mechanism in Kohonen Self Organized Feature Maps. Marta Kolasa, Rafal Dlugosz |
| 2009 | Heterogeneous mixture-of-experts for fusion of locally valid knowledge-based submodels. Jörg Beyer, Kai Heesche, Werner Hauptmann, Clemens Otte |
| 2009 | Hyperparameter Learning in Robust Soft LVQ. Petra Schneider, Michael Biehl, Barbara Hammer |
| 2009 | Improving BAS committee performance with a semi-supervised approach. Ruy Luiz Milidiú, Julio Cesar Duarte |
| 2009 | Improving the transition modelling in hidden Markov models for ECG segmentation. Benoît Frénay, Gaël de Lannoy, Michel Verleysen |
| 2009 | Kernelizing Vector Quantization Algorithms. Matthieu Geist, Olivier Pietquin, Gabriel Fricout |
| 2009 | Learning reconstruction and prediction of natural stimuli by a population of spiking neurons. Michael Gutmann, Aapo Hyvärinen |
| 2009 | Lukasiewicz fuzzy logic networks and their ultra low power hardware implementation. Rafal Dlugosz, Witold Pedrycz |
| 2009 | Machine Learning with Labeled and Unlabeled Data. Tijl De Bie, Thiago Turchetti Maia, Antônio de Pádua Braga |
| 2009 | Median Variant of Fuzzy c-Means. Tina Geweniger, Dietlind Zühlke, Barbara Hammer, Thomas Villmann |
| 2009 | Modeling pigeon behavior using a Conditional Restricted Boltzmann Machine. Matthew D. Zeiler, Graham W. Taylor, Nikolaus F. Troje, Geoffrey E. Hinton |
| 2009 | Monotonic Recurrent Bounded Derivative Neural Network. Alexey Minin, Bernhard Lang |
| 2009 | Multi-task Preference learning with Gaussian Processes. Adriana Birlutiu, Perry Groot, Tom Heskes |
| 2009 | Multiclass brain computer interface based on visual attention. Rolando Grave de Peralta Menendez, Jorge Dias, José Augusto Prado, Hadi Aliakbarpour, Sara González Andino |
| 2009 | Neural Maps and Learning Vector Quantization - Theory and Applications. Frank-Michael Schleif, Thomas Villmann |
| 2009 | Neural network pruning for feature selection - Application to a P300 Brain-Computer Interface. Hubert Cecotti, Axel Graeser |
| 2009 | Non-markovian process modelling with Echo State Networks. Xavier Dutoit, Benjamin Schrauwen, Hendrik Van Brussel |
| 2009 | Nonlinear Discriminative Data Visualization. Kerstin Bunte, Barbara Hammer, Petra Schneider, Michael Biehl |
| 2009 | Novel Modular Weightless Neural Architectures for Biometrics-based Recognition. Konstantinos Sirlantzis, Gareth Howells, Bogdan Gherman |
| 2009 | On the huge benefit of quasi-random mutations for multimodal optimization with application to grid-based tuning of neurocontrollers. Guillaume Chaslot, Jean-Baptiste Hoock, Fabien Teytaud, Olivier Teytaud |
| 2009 | On the routing complexity of neural network models - Rent's Rule revisited. Johannes Partzsch, René Schüffny |
| 2009 | Oscillation in a network model of neocortex. Wim van Drongelen, Hyong Lee, Amber Martell, Jennifer Dwyer, Rick Stevens, Mark Hereld |
| 2009 | Partially-supervised learning in Independent Factor Analysis. Etienne Côme, Latifa Oukhellou, Patrice Aknin, Thierry Denoeux |
| 2009 | Patch-based bilateral filter and local m-smoother for image denoising. Arnaud de Decker, John Aldo Lee, Michel Verleysen |
| 2009 | Phenomenal weightless machines. Igor Aleksander, Helen Morton |
| 2009 | Projection of undirected and non-positional graphs using Self Organizing Maps. Markus Hagenbuchner, Shujia Zhang, Ah Chung Tsoi, Alessandro Sperduti |
| 2009 | Quantum RAM Based Neural Netoworks. Wilson Rosa de Oliveira |
| 2009 | Recent advances in efficient learning of recurrent networks. Barbara Hammer, Benjamin Schrauwen, Jochen J. Steil |
| 2009 | Reconciling neural fields to self-organization. Lucian Alecu, Hervé Frezza-Buet |
| 2009 | Reservoir computing for static pattern recognition. Mark J. Embrechts, Luís A. Alexandre, Jonathan D. Linton |
| 2009 | Rosen's projection method for SVM training. Jorge López Lázaro, José R. Dorronsoro |
| 2009 | SOM based methods in early fault detection of nuclear industry. Miki Sirola, Jaakko Talonen, Golan Lampi |
| 2009 | SVM-based learning method for improving colour adjustment in automotive basecoat manufacturing. Francisco Javier Ruiz, Núria Agell, Cecilio Angulo |
| 2009 | Self-organising map for large scale processes monitoring. Edouard Leclercq, Fabrice Druaux, Dimitri Lefebvre |
| 2009 | Semi-supervised bipartite ranking with the normalized Rayleigh coefficient. Liva Ralaivola |
| 2009 | Sensors selection for P300 speller brain computer interface. Bertrand Rivet, Antoine Souloumiac, Guillaume Gibert, Virginie Attina, Olivier Bertrand |
| 2009 | Simultaneous Clustering and Segmentation for Functional Data. Bernard Hugueney, Georges Hébrail, Yves Lechevallier, Fabrice Rossi |
| 2009 | Sparse differential connectivity graph of scalp EEG for epileptic patients. Ladan Amini, Sophie Achard, Christian Jutten, Hamid Soltanian-Zadeh, Gholam-Ali Hossein-Zadeh, Olivier David, Laurent Vercueil |
| 2009 | Sparse support vector machines by kernel discriminant analysis. Kazuki Iwamura, Shigeo Abe |
| 2009 | Spline-based neuro-fuzzy Kolmogorov's network for time series prediction. Vitaliy Kolodyazhniy |
| 2009 | Stimulus processing and unsupervised learning in autonomously active recurrent networks. Claudius Gros, Gregor Kaczor |
| 2009 | Studies on reservoir initialization and dynamics shaping in echo state networks. Joschka Boedecker, Oliver Obst, Norbert Michael Mayer, Minoru Asada |
| 2009 | Supervised classification of categorical data with uncertain labels for DNA barcoding. Charles Bouveyron, Stéphane Girard, Madalina Olteanu |
| 2009 | Supervised learning as preference optimization. Fabio Aiolli, Alessandro Sperduti |
| 2009 | Supervised variable clustering for classification of NIR spectra. Catherine Krier, Damien François, Fabrice Rossi, Michel Verleysen |
| 2009 | Support vectors machines regression for estimation of mars surface physical properties. Caroline Bernard-Michel, Sylvain Douté, Mathieu Fauvel, Laurent Gardes, Stéphane Girard |
| 2009 | The Exploration Machine - a novel method for structure-preserving dimensionality reduction. Axel Wismüller |
| 2009 | The Possibility of Single-trial Classification of Viewed Characters using EEG Waveforms. Minoru Nakayama, Hiroshi Abe |
| 2009 | The Use of ANN for Turbo Engine Applications. René Meier, Lars Frank Große, Franz Joos |
| 2009 | Topologically Ordered Graph Clustering via Deterministic Annealing. Fabrice Rossi, Nathalie Villa |
| 2009 | Transductively Learning from Positive Examples Only. Kristiaan Pelckmans, Johan A. K. Suykens |
| 2009 | Transformations for variational factor analysis to speed up learning. Jaakko Luttinen, Alexander Ilin, Tapani Raiko |
| 2009 | Uncued brain-computer interfaces: a variational hidden markov model of mental state dynamics. Cédric Gouy-Pailler, Jérémie Mattout, Marco Congedo, Christian Jutten |
| 2009 | X-SOM and L-SOM: a nested approach for missing value imputation. Paul Merlin, Antti Sorjamaa, Bertrand Maillet, Amaury Lendasse |
| 2009 | Zero phase-lag synchronization through short-term modulations. Thomas Burwick |