| 2013 | 21st European Symposium on Artificial Neural Networks, ESANN 2013, Bruges, Belgium, April 24-26, 2013 |
| 2013 | A Learning Machine with a Bit-Based Hypothesis Space. Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2013 | A One-Vs-One Classifier Ensemble With Majority Voting for Activity Recognition. Bernardino Romera-Paredes, Min S. H. Aung, Nadia Bianchi-Berthouze |
| 2013 | A Public Domain Dataset for Human Activity Recognition using Smartphones. Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz |
| 2013 | A competitive approach for human activity recognition on smartphones. Attila Reiss, Gustaf Hendeby, Didier Stricker |
| 2013 | A dictionary learning based method for aCGH segmentation. Salvatore Masecchia, Saverio Salzo, Annalisa Barla, Alessandro Verri |
| 2013 | A distributed wrapper approach for feature selection. Verónica Bolón-Canedo, Noelia Sánchez-Maroño, Amparo Alonso-Betanzos |
| 2013 | A heterogeneous database for movement knowledge extraction in Parkinson's disease. Albert Samà, Carlos Pérez-López, Daniel Rodríguez Martín, Joan Cabestany, Juan-Manuel Moreno Aróstegui, Alejandro Rodríguez-Molinero |
| 2013 | A new metric for dissimilarity data classification based on Support Vector Machines optimization. Agata Manolova, Anne Guérin-Dugué |
| 2013 | A nuclear-norm based convex formulation for informed source separation. Augustin Lefèvre, François Glineur, Pierre-Antoine Absil |
| 2013 | A quotient basis kernel for the prediction of mortality in severe sepsis patients. Vicent J. Ribas Ripoll, Enrique Romero, Juan Carlos Ruiz-Rodríguez, Alfredo Vellido |
| 2013 | A sparse kernelized matrix learning vector quantization model for human activity recognition. Marika Kästner, Marc Strickert, Thomas Villmann |
| 2013 | Activity Date Estimation in Timestamped Interaction Networks. Fabrice Rossi, Pierre Latouche |
| 2013 | An empirical analysis of reinforcement learning using design of experiments. Christopher J. Gatti, Mark J. Embrechts, Jonathan D. Linton |
| 2013 | Analysis of Synaptic Weight Distribution in an Izhikevich Network. Li Guo, Zhijun Yang, Qingbao Zhu |
| 2013 | Are Rosenblatt multilayer perceptrons more powerfull than sigmoidal multilayer perceptrons? From a counter example to a general result. José Barahona da Fonseca |
| 2013 | Auto-encoder pre-training of segmented-memory recurrent neural networks. Stefan Glüge, Ronald Böck, Andreas Wendemuth |
| 2013 | Automated operational states detection for drilling systems control in critical conditions. Galina V. Veres, Zoheir A. Sabeur |
| 2013 | Automatic Singular Spectrum Analysis for Time-Series Decomposition. Andrés Marino Álvarez-Meza, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez |
| 2013 | B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. França, Priscila M. V. Lima |
| 2013 | Bayesian non parametric inference of discrete valued networks. Laetitia Nouedoui, Pierre Latouche |
| 2013 | Binary particle swarm optimisation with improved scaling behaviour. Denise Gorse |
| 2013 | Border sensitive fuzzy vector quantization in semi-supervised learning. Tina Geweniger, Marika Kästner, Thomas Villmann |
| 2013 | Clustering the Vélib' origin-destinations flows by means of Poisson mixture models. Andry Njato Randriamanamihaga, Etienne Côme, Latifa Oukhellou, Gérard Govaert |
| 2013 | Content-based image retrieval with hierarchical Gaussian Process bandits with self-organizing maps. Ksenia Konyushkova, Dorota Glowacka |
| 2013 | Cost-sensitive cascade graph neural networks. Van Tuc Nguyen, Ah Chung Tsoi, Markus Hagenbuchner |
| 2013 | DYNG: Dynamic Online Growing Neural Gas for stream data classification. Oliver Beyer, Philipp Cimiano |
| 2013 | Decoding stimulation intensity from evoked ECoG activity using support vector regression. Armin Walter, Georgios Naros, Martin Spüler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | Delaunay simplices pruning based clustering. Octavio Razafindramanana, Gilles Venturini |
| 2013 | Detection and quantification in real-time polymerase chain reaction. Abou Keita, Romain Hérault, Colas Calbrix, Stéphane Canu |
| 2013 | Developments in kernel design. Lluís Belanche |
| 2013 | Dimension reduction for individual ica to decompose FMRI during real-world experiences: principal component analysis vs. canonical correlation analysis. Valeri Tsatsishvili, Fengyu Cong, Tuomas Puoliväli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |
| 2013 | Dynamic Placement with Connectivity for RSNs based on a Primal-Dual Neural Network. Rafael Lima de Carvalho, Lunlong Zhong, Felipe M. G. França, Félix Mora-Camino |
| 2013 | Efficient VLSI Architecture for Spike Sorting Based on Generalized Hebbian Algorithm. Wen-Jyi Hwang, Hao Chen |
| 2013 | Efficient prediction of x-axis intercepts of discrete impedance spectra. Thomas Schmid, Dorothee Günzel, Martin Bogdan |
| 2013 | Ensembles for Continuous Actions in Reinforcement Learning. Siegmund Duell, Steffen Udluft |
| 2013 | Ensembles of genetically trained artificial neural networks for survival analysis. Jonas Kalderstam, Patrik Edén, Mattias Ohlsson |
| 2013 | Error entropy criterion in echo state network training. Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvão, João Marcos Travassos Romano |
| 2013 | Evolutionary computation based system decomposition with neural networks. Robert Kaltenhaeuser, Erik Schaffernicht, Frank-Florian Steege, Horst-Michael Gross |
| 2013 | Fast online adaptivity with policy gradient: example of the BCI "P300"-speller. Emmanuel Daucé, Timothée Proix, Liva Ralaivola |
| 2013 | Feature Selection for Footwear Shape Estimation. Fernando Mateo, Mónica Millán-Giraldo, Juan José Carrasco, Enrique Montiel, José Antonio Bernabéu, José David Martín-Guerrero |
| 2013 | Forecasting Financial Markets with Classified Tactical Signals. Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Bertrand Maillet |
| 2013 | Frequency-Dependent Peak-Over-Threshold algorithm for fault detection in the spectral domain. Aurélien Hazan, Kurosh Madani |
| 2013 | GA-KDE-Bayes: an evolutionary wrapper method based on non-parametric density estimation applied to bioinformatics problems. Maria Fernanda B. Wanderley, Vincent Gardeux, René Natowicz, Antônio de Pádua Braga |
| 2013 | Handling missing values in kernel methods with application to microbiology data. Vladimer Kobayashi, Tomàs Aluja, Lluís Belanche |
| 2013 | Hierarchical Reinforcement Learning for Robot Navigation. Bastian Bischoff, Duy Nguyen-Tuong, I-Hsuan Lee, Felix Streichert, Alois C. Knoll |
| 2013 | Hierarchical and multiscale Mean Shift segmentation of population grids. Johanna Baro, Etienne Côme, Patrice Aknin, Olivier Bonin |
| 2013 | Human Activity and Motion Disorder Recognition: towards smarter Interactive Cognitive Environments. Jorge Luis Reyes-Ortiz, Alessandro Ghio, Xavier Parra, Davide Anguita, Joan Cabestany, Andreu Català |
| 2013 | Learning associative spatiotemporal features with non-negative sparse coding. Thomas Guthier, Steve Gerges, Volker Willert, Julian Eggert |
| 2013 | Learning control under uncertainty: A probabilistic Value-Iteration approach. Bastian Bischoff, Duy Nguyen-Tuong, Heiner Markert, Alois C. Knoll |
| 2013 | Learning regression models with guaranteed error bounds. Clemens Otte |
| 2013 | Least-squares temporal difference learning based on extreme learning machine. Pablo Escandell-Montero, José María Martínez-Martínez, José David Martín-Guerrero, Emilio Soria-Olivas, Juan Gómez-Sanchís |
| 2013 | Linear spectral hashing. Zalán Bodó, Lehel Csató |
| 2013 | Locally Weighted Least Squares Temporal Difference Learning. Matthew Howard, Yoshihiko Nakamura |
| 2013 | Long term analysis of daily activities in smart home. Labiba Gillani Fahad, Arshad Ali, Muttukrishnan Rajarajan |
| 2013 | Machine Learning Techniques for Short-Term Electric Power Demand Prediction. Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas |
| 2013 | Machine Learning and Content-Based Multimedia Retrieval. Philippe Henri Gosselin, David Picard |
| 2013 | ManiSonS: A New Visualization Tool for Manifold Clustering. José María Martínez-Martínez, Pablo Escandell-Montero, José David Martín-Guerrero, Joan Vila-Francés, Emilio Soria-Olivas |
| 2013 | Mixed order associative networks for function approximation, optimisation and sampling. Kevin Swingler, Leslie S. Smith |
| 2013 | Multi-scale Support Vector Machine Optimization by Kernel Target-Alignment. María Pérez-Ortiz, Pedro Antonio Gutiérrez, Javier Sánchez-Monedero, César Hervás-Martínez |
| 2013 | Multi-user Blood Alcohol Content estimation in a realistic simulator using Artificial Neural Networks and Support Vector Machines. Audrey Robinel, Didier Puzenat |
| 2013 | Multi-view feature extraction for hyperspectral image classification. Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia |
| 2013 | Multiple Kernel Self-Organizing Maps. Madalina Olteanu, Nathalie Villa-Vialaneix, Christine Cierco-Ayrolles |
| 2013 | Network community detection with edge classifiers trained on LFR graphs. Twan van Laarhoven, Elena Marchiori |
| 2013 | Neurally imprinted stable vector fields. Andre Lemme, Klaus Neumann, René Felix Reinhart, Jochen J. Steil |
| 2013 | Non-Euclidean independent component analysis and Oja's learning. Mandy Lange, Michael Biehl, Thomas Villmann |
| 2013 | Normalized cuts clustering with prior knowledge and a pre-clustering stage. Diego Hernán Peluffo-Ordóñez, Andrés Eduardo Castro-Ospina, Diego Chavez-Chamorro, Carlos Daniel Acosta-Medina, Germán Castellanos-Domínguez |
| 2013 | Novelty detection in image recognition using IRF Neural Networks properties. Philippe Smagghe, Jean-Luc Buessler, Jean-Philippe Urban |
| 2013 | ONP-MF: An Orthogonal Nonnegative Matrix Factorization Algorithm with Application to Clustering. Filippo Pompili, Nicolas Gillis, François Glineur, Pierre-Antoine Absil |
| 2013 | Optimization by Variational Bounding. Joe Staines, David Barber |
| 2013 | Optimization of Gaussian process hyperparameters using Rprop. Manuel Blum, Martin A. Riedmiller |
| 2013 | Perceptual grouping through competition in coupled oscillator networks. Martin Meier, Robert Haschke, Helge J. Ritter |
| 2013 | Percolation model of axon guidance. Gaetano Liborio Aiello, Valentino Romano |
| 2013 | Prior knowledge in an end-user trainable machine vision framework. Klaas Dijkstra, Walter Jansen, Jaap van de Loosdrecht |
| 2013 | Processing Hyperspectral Data in Machine Learning. Thomas Villmann, Marika Kästner, Andreas Backhaus, Udo Seiffert |
| 2013 | Random Brains: An ensemble method for feature selection with neural networks. Mark J. Embrechts, Jonathan D. Linton, Jorge M. Santos |
| 2013 | Read classification for next generation sequencing. James Hogan, Peter Holland, Alex Holloway, Robert Petit, Timothy Read |
| 2013 | Regularization in relevance learning vector quantization using l1-norms. Martin Riedel, Fabrice Rossi, Marika Kästner, Thomas Villmann |
| 2013 | Research directions in interpretable machine learning models. Vanya Van Belle, Paulo Lisboa |
| 2013 | Risk Estimation and Feature Selection. Gauthier Doquire, Benoît Frénay, Michel Verleysen |
| 2013 | Robust cartogram visualization of outliers in manifold learning. Alessandra Tosi, Alfredo Vellido |
| 2013 | Semi-Supervised Vector Quantization for proximity data. Xibin Zhu, Frank-Michael Schleif, Barbara Hammer |
| 2013 | Sensitivity to parameter and data variations in dimensionality reduction techniques. Francisco J. García-Fernández, Michel Verleysen, John Aldo Lee, Ignacio Díaz Blanco |
| 2013 | Sensor Positioning for Activity Recognition Using Multiple Accelerometer-Based Sensors. Lei Gao, Alan Bourke, John Nelson |
| 2013 | Soft rank neighbor embeddings. Marc Strickert, Kerstin Bunte |
| 2013 | Sparse approximations for kernel learning vector quantization. Daniela Hofmann, Barbara Hammer |
| 2013 | Synthetic over-sampling in the empirical feature space. María Pérez-Ortiz, Pedro Antonio Gutiérrez, César Hervás-Martínez |
| 2013 | Temperature Forecast in Buildings Using Machine Learning Techniques. Fernando Mateo, Juan José Carrasco, Mónica Millán-Giraldo, Abderrahim Sellami, Pablo Escandell-Montero, José María Martínez-Martínez, Emilio Soria-Olivas |
| 2013 | Unsupervised non-linear neural networks capture aspects of floral choice behaviour. Levente Orbán, Sylvain Chartier |
| 2013 | Using Wikipedia with associative networks for document classification. Niels Bloom, Mariët Theune, Franciska de Jong |
| 2013 | Visualizing dependencies of spectral features using mutual information. Andrej Gisbrecht, Yoan Miché, Barbara Hammer, Amaury Lendasse |
| 2013 | Visualizing pay-per-view television customers churn using cartograms and flow maps. David L. García, Àngela Nebot, Alfredo Vellido |
| 2013 | WIPS: the WiSARD Indoor Positioning System. Douglas de O. Cardoso, João Gama, Massimo De Gregorio, Felipe M. G. França, Maurizio Giordano, Priscila M. V. Lima |
| 2013 | support vector machine-based aproach for multi-labelers problems. Santiago Murillo Rendón, Diego Hernán Peluffo-Ordóñez, Germán Castellanos-Domínguez |