| 2010 | Modelling the McGurk effect. | Ioana Sporea, Andr Grning |
| 2010 | Multiple Local Models for System Identification Using Vector Quantization Algorithms. | Lus Gustavo M. Souza, Guilherme de A. Barreto |
| 2010 | Neural models for the analysis of kidney disease patients. | Emilio Soria-Olivas, Jos David Martn-Guerrero, Mnica Climente-Mart, Amparo Soldevila, Antonio J. Serrano |
| 2010 | Exploiting local structure in stacked Boltzmann machines. | Hannes Schulz, Andreas C. Mller, Sven Behnke |
| 2010 | Towards sub-quadratic learning of probability density models in the form of mixtures of trees. | Franois Schnitzler, Philippe Leray, Louis Wehenkel |
| 2010 | Adaptive learning rate control for "neural gas principal component analysis". | Wolfram Schenck, Ralph Welsch, Alexander Kaiser, Ralf Mller |
| 2010 | A randomized algorithm for spectral clustering. | Nicola Rebagliati, Alessandro Verri |
| 2010 | On Finding Complementary Clusterings. | Timo Prscholdt, Michel Crucianu |
| 2010 | Reliability of dimension reduction visualizations of hierarchical structures. | Elina Parviainen |
| 2010 | Web Document Clustering based on a Hierarchical Self-Organizing Model. | Esteban J. Palomo, Enrique Domnguez, Rafael Marcos Luque, Jos Muoz |
| 2010 | Free-energy-based reinforcement learning in a partially observable environment. | Makoto Otsuka, Junichiro Yoshimoto, Kenji Doya |
| 2010 | Spectral Prototype Extraction for dimensionality reduction in brain tumour diagnosis. | Sandra Ortega-Martorell, Ivn Olier, Alfredo Vellido, Margarida Juli-Sap, Carles Ars |
| 2010 | Asymptotic properties of mixture-of-experts models. | Madalina Olteanu, Joseph Rynkiewicz |
| 2010 | Kernel generative topographic mapping. | Ivn Olier, Alfredo Vellido, Jess Giraldo |
| 2010 | Segmentation of EMG time series using a variational Bayesian approach for the robust estimation of cortical silent periods. | Ivn Olier, Juli Amengual, Alfredo Vellido |
| 2010 | Divergence based Learning Vector Quantization. | Ernest Mwebaze, Petra Schneider, Frank-Michael Schleif, Sven Haase, Thomas Villmann, Michael Biehl |
| 2010 | Machine Learning Techniques based on Random Projections. | Yoan Miche, Benjamin Schrauwen, Amaury Lendasse |
| 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 | A novel interactive biometric passport photograph alignment system. | George McConnon, Farzin Deravi, Sanaul Hoque, Gareth Howells, Konstantinos Sirlantzis |
| 2010 | Modeling contextualized textual knowledge as a Long-Term Working Memory. | Mauro Mazzieri, Sara Topi, Aldo Franco Dragoni, Germano Vallesi |
| 2010 | A critique of BCM behavior verification for STDP-type plasticity models. | Christian Mayr, Johannes Partzsch, Ren Schffny |
| 2010 | Image registration by the extended evolutionary self-organizing map. | Everardo Maia, Guilherme de A. Barreto, Andr Lus Vasconcelos Coelho |
| 2010 | Introduction to Computational Intelligence Business Applications. | Thiago Turchetti Maia, Antnio de Pdua Braga |
| 2010 | An ART-type network approach for video object detection. | Rafael Marcos Luque, Enrique Domnguez, Esteban J. Palomo, Jos Muoz |
| 2010 | Model Learning from Weights by Adaptive Enhanced Probabilistic Convergent Network. | Pierre Lorrentz, Gareth Howells, Klaus D. McDonald-Maier |