| 2010 | 18th European Symposium on Artificial Neural Networks, ESANN 2010, Bruges, Belgium, April 28-30, 2010, Proceedings |
| 2010 | A Markovian characterization of redundancy in echo state networks by PCA. Claudio Gallicchio, Alessio Micheli |
| 2010 | A Novel Two-Phase SOM Clustering Approach to Discover Visitor Interests in a Website. Ahmad Ammari, Valentina V. Zharkova |
| 2010 | A critique of BCM behavior verification for STDP-type plasticity models. Christian Mayr, Johannes Partzsch, René Schüffny |
| 2010 | A novel interactive biometric passport photograph alignment system. George McConnon, Farzin Deravi, Sanaul Hoque, Gareth Howells, Konstantinos Sirlantzis |
| 2010 | A pseudoregression formulation of emphasized soft target procedures for classification problems. Soufiane El Jelali, Abdelouahid Lyhyaoui, Aníbal R. Figueiras-Vidal |
| 2010 | A randomized algorithm for spectral clustering. Nicola Rebagliati, Alessandro Verri |
| 2010 | Active set training of support vector regressors. Shigeo Abe |
| 2010 | Adaptive learning rate control for "neural gas principal component analysis". Wolfram Schenck, Ralph Welsch, Alexander Kaiser, Ralf Möller |
| 2010 | Adaptive matrix distances aiming at optimum regression subspaces. Marc Strickert, Axel J. Soto, Gustavo E. Vazquez |
| 2010 | Adaptive velocity tuning for visual motion estimation. Volker Willert, Julian Eggert |
| 2010 | An ART-type network approach for video object detection. Rafael Marcos Luque, Enrique Domínguez, Esteban J. Palomo, José Muñoz |
| 2010 | An augmented efficient backpropagation training strategy for deep autoassociative neural networks. Mark J. Embrechts, Blake J. Hargis, Jonathan D. Linton |
| 2010 | An automated SOM clustering based on data topology. Kadim Tasdemir, Pavel Milenov |
| 2010 | Approximation of chemical reaction rates in turbulent combustion simulation. Lars Frank Große, Franz Joos |
| 2010 | Asymptotic properties of mixture-of-experts models. Madalina Olteanu, Joseph Rynkiewicz |
| 2010 | Autoregressive independent process analysis with missing observations. Zoltán Szabó |
| 2010 | Combining back-propagation and genetic algorithms to train neural networks for start-up time modeling in combined cycle power plants. Ilaria Bertini, Matteo De Felice, Stefano Pizzuti |
| 2010 | Computational Intelligence in biomedicine: Some contributions. Paulo J. G. Lisboa, Alfredo Vellido, José David Martín-Guerrero |
| 2010 | Consensus clustering by graph based approach. Haytham Elghazel, Khalid Benabdeslem, Fatma Hamdi |
| 2010 | Curvilinear component analysis and Bregman divergences. Jigang Sun, Colin Fyfe, Malcolm K. Crowe |
| 2010 | Deep learning of visual control policies. Sascha Lange, Martin A. Riedmiller |
| 2010 | Directional predictions for 4-class BCI data. Dieter Devlaminck, Willem Waegeman, Bruno Bauwens, Bart Wyns, Georges Otte, Luc Boullart, Patrick Santens |
| 2010 | Distance functions for local PCA methods. Alexander Kaiser, Wolfram Schenck, Ralf Möller |
| 2010 | Divergence based Learning Vector Quantization. Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Sven Haase, Thomas Villmann, Michael Biehl |
| 2010 | Efficient online learning of a non-negative sparse autoencoder. Andre Lemme, René Felix Reinhart, Jochen Jakob Steil |
| 2010 | Ensemble Modeling with a Constrained Linear System of Leave-One-Out Outputs. Yoan Miche, Emil Eirola, Patrick Bas, Olli Simula, Christian Jutten, Amaury Lendasse, Michel Verleysen |
| 2010 | Evolution of adaptive center-crossing continuous time recurrent neural networks for biped robot control. Ángel Campo, José Santos Reyes |
| 2010 | Exploiting hierarchical prediction structures for mixed 2d-3d tracking. Chen Zhang, Julian Eggert |
| 2010 | Exploiting local structure in stacked Boltzmann machines. Hannes Schulz, Andreas C. Müller, Sven Behnke |
| 2010 | Exploratory Observation Machine (XOM) with Kullback-Leibler Divergence for Dimensionality Reduction and Visualization. Kerstin Bunte, Barbara Hammer, Thomas Villmann, Michael Biehl, Axel Wismüller |
| 2010 | Extending FSNPC to handle data points with fuzzy class assignments. Tina Geweniger, Thomas Villmann |
| 2010 | Extending reservoir computing with random static projections: a hybrid between extreme learning and RC. John B. Butcher, David Verstraeten, Benjamin Schrauwen, Charles Day, Peter Haycock |
| 2010 | Fast and good initialization of RBF networks. Dietmar Bauer, Jonas Sjöberg |
| 2010 | Figure-ground Segmentation using Metrics Adaptation in Level Set Methods. Alexander Denecke, Irene Ayllón Clemente, Heiko Wersing, Julian Eggert, Jochen Jakob Steil |
| 2010 | Financial time series forecasting with machine learning techniques: a survey. Bjoern Krollner, Bruce J. Vanstone, Gavin R. Finnie |
| 2010 | Finding correlations in multimodal data using decomposition approaches. Daniel Dornbusch, Robert Haschke, Stefan Menzel, Heiko Wersing |
| 2010 | Free-energy-based reinforcement learning in a partially observable environment. Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya |
| 2010 | Geometric models with co-occurrence groups. Joan Bruna, Stéphane Mallat |
| 2010 | Heuristics Miner for Time Intervals. Andrea Burattin, Alessandro Sperduti |
| 2010 | Highly sparse kernel spectral clustering with predictive out-of-sample extensions. Carlos Alzate, Johan A. K. Suykens |
| 2010 | Hybrid Soft Computing for PVT Properties Prediction. Lahouari Ghouti, Saeed Al-Bukhitan |
| 2010 | Identifying informative features for ERP speller systems based on RSVP paradigm. Tian Lan, Deniz Erdogmus, Lois M. Black, Jan P. H. van Santen |
| 2010 | Image registration by the extended evolutionary self-organizing map. Everardo Maia, Guilherme De A. Barreto, André Luís Vasconcelos Coelho |
| 2010 | Introduction to Computational Intelligence Business Applications. Thiago Turchetti Maia, Antônio de Pádua Braga |
| 2010 | KNN behavior with set-valued attributes. Mabel González Castellanos, Yanet Rodríguez Sarabia, Carlos Morell |
| 2010 | Kernel generative topographic mapping. Iván Olier, Alfredo Vellido, Jesús Giraldo |
| 2010 | Learning how to grasp objects. Annalisa Barla, Luca Baldassarre, Nicoletta Noceti, Francesca Odone |
| 2010 | Learning sparse codes for image reconstruction. Kai Labusch, Thomas Martinetz |
| 2010 | Learning vector quantization for heterogeneous structured data. Dietlind Zühlke, Frank-Michael Schleif, Tina Geweniger, Sven Haase, Thomas Villmann |
| 2010 | Least 1-Norm SVMs: a new SVM variant between standard and LS-SVMs. Jorge López Lázaro, José R. Dorronsoro |
| 2010 | Machine Learning Techniques based on Random Projections. Yoan Miche, Benjamin Schrauwen, Amaury Lendasse |
| 2010 | Machine learning analysis and modeling of interest rate curves. Mikhail F. Kanevski, Vadim Timonin |
| 2010 | Mapping without visualizing local default is nonsense. Sylvain Lespinats, Michaël Aupetit |
| 2010 | Maximal Discrepancy for Support Vector Machines. Davide Anguita, Alessandro Ghio, Sandro Ridella |
| 2010 | Mode estimation in high-dimensional spaces with flat-top kernels: application to image denoising. Arnaud de Decker, John Aldo Lee, Damien François, Michel Verleysen |
| 2010 | Model Learning from Weights by Adaptive Enhanced Probabilistic Convergent Network. Pierre Lorrentz, Gareth Howells, Klaus D. McDonald-Maier |
| 2010 | Modeling contextualized textual knowledge as a Long-Term Working Memory. Mauro Mazzieri, Sara Topi, Aldo Franco Dragoni, Germano Vallesi |
| 2010 | Modelling the McGurk effect. Ioana Sporea, André Grüning |
| 2010 | Multiple Local Models for System Identification Using Vector Quantization Algorithms. Luís Gustavo M. Souza, Guilherme De A. Barreto |
| 2010 | Neural competition for motion segmentation. Jan Steffen, Michael Pardowitz, Jochen Jakob Steil, Helge J. Ritter |
| 2010 | Neural models for the analysis of kidney disease patients. Emilio Soria-Olivas, José David Martín-Guerrero, Mónica Climente-Martí, Amparo Soldevila, Antonio J. Serrano |
| 2010 | Neural oscillations allow for selective inhibition - New perspective on the role of cortical gamma oscillations. Thomas Burwick |
| 2010 | On Finding Complementary Clusterings. Timo Pröscholdt, Michel Crucianu |
| 2010 | On the use of a clinical kernel in survival analysis. Vanya Van Belle, Kristiaan Pelckmans, Johan A. K. Suykens, Sabine Van Huffel |
| 2010 | Online speaker diarization with a size-monitored growing neural gas algorithm. Jean-Louis Gutzwiller, Hervé Frezza-Buet, Olivier Pietquin |
| 2010 | Oriented Bounding Box Computation Using Particle Swarm Optimization. Pierre B. Borckmans, Pierre-Antoine Absil |
| 2010 | Predicting spike-timing of a thalamic neuron using a stochastic synaptic model. Karim El-Laithy, Martin Bogdan |
| 2010 | Principal curve tracing. Erhan Bas, Deniz Erdogmus |
| 2010 | Programmable triangular neighborhood functions of Kohonen Self-Organizing Maps realized in CMOS technology. Rafal Dlugosz, Marta Kolasa, Witold Pedrycz |
| 2010 | Random search enhancement of error minimized extreme learning machine. Yuan Lan, Yeng Chai Soh, Guang-Bin Huang |
| 2010 | Recent Advances in Nonlinear Dimensionality Reduction, Manifold and Topological Learning. Axel Wismüller, Michel Verleysen, Michaël Aupetit, John Aldo Lee |
| 2010 | Relational Generative Topographic Map. Andrej Gisbrecht, Bassam Mokbel, Barbara Hammer |
| 2010 | Relevance learning in generative topographic maps. Andrej Gisbrecht, Barbara Hammer |
| 2010 | Reliability of dimension reduction visualizations of hierarchical structures. Elina Parviainen |
| 2010 | Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods. Iván Olier, Julià Amengual, Alfredo Vellido |
| 2010 | Self Organizing Star (SOS) for health monitoring. Etienne Côme, Marie Cottrell, Michel Verleysen, Jérôme Lacaille |
| 2010 | Solving Large Regression Problems using an Ensemble of GPU-accelerated ELMs. Mark van Heeswijk, Yoan Miche, Erkki Oja, Amaury Lendasse |
| 2010 | Sparse representation of data. Thomas Villmann, Frank-Michael Schleif, Barbara Hammer |
| 2010 | Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. Sandra Ortega-Martorell, Iván Olier, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús |
| 2010 | The Application of Gaussian Processes in the Prediction of Percutaneous Absorption for Mammalian and Synthetic Membranes. Yi Sun, Gary P. Moss, Maria Prapopoulou, Rod Adams, Marc B. Brown, Neil Davey |
| 2010 | The Markov Decision Process Extraction Network. Siegmund Duell, Alexander Hans, Steffen Udluft |
| 2010 | Time series input selection using multiple kernel learning. Loris Foresti, Devis Tuia, Vadim Timonin, Mikhail F. Kanevski |
| 2010 | Towards sub-quadratic learning of probability density models in the form of mixtures of trees. François Schnitzler, Philippe Leray, Louis Wehenkel |
| 2010 | TreeESN: a Preliminary Experimental Analysis. Claudio Gallicchio, Alessio Micheli |
| 2010 | Using SVMs with randomised feature spaces: an extreme learning approach. Benoît Frénay, Michel Verleysen |
| 2010 | Validation of unsupervised clustering methods for leaf phenotype screening. Andreas Backhaus, Asuka Kuwabara, Andrew Fleming, Udo Seiffert |
| 2010 | Web Document Clustering based on a Hierarchical Self-Organizing Model. Esteban J. Palomo, Enrique Domínguez, Rafael Marcos Luque, José Muñoz |