Table of Contents

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