| 2013 | A Public Domain Dataset for Human Activity Recognition using Smartphones. | Davide Anguita, Alessandro Ghio, Luca Oneto, Xavier Parra, Jorge Luis Reyes-Ortiz |
| 2013 | Automatic Singular Spectrum Analysis for Time-Series Decomposition. | Andrs Marino lvarez-Meza, Carlos Daniel Acosta-Medina, Germn Castellanos-Domnguez |
| 2013 | Percolation model of axon guidance. | Gaetano Liborio Aiello, Valentino Romano |
| 2012 | Discriminant functional gene groups identification with machine learning and prior knowledge. | Grzegorz Zycinski, Margherita Squillario, Annalisa Barla, Tiziana Sanavia, Alessandro Verri, Barbara Di Camillo |
| 2012 | Automatic selection of the number of spatial filters for motor-imagery BCI. | Yuan Yang, Sylvain Chevallier, Joe Wiart, Isabelle Bloch |
| 2012 | A GPU-accelerated algorithm for self-organizing maps in a distributed environment. | Peter Wittek, Sndor Darnyi |
| 2012 | Process Mining in Non-Stationary Environments. | Phil Weber, Peter Tio, Behzad Bordbar |
| 2012 | An analysis of Gaussian-binary restricted Boltzmann machines for natural images. | Nan Wang, Jan Melchior, Laurenz Wiskott |
| 2012 | A discrete/rhythmic pattern generating RNN. | Tim Waegeman, Francis Wyffels, Benjamin Schrauwen |
| 2012 | Unmixing Hyperspectral Images with Fuzzy Supervised Self-Organizing Maps. | Thomas Villmann, Erzsbet Mernyi, William H. Farrand |
| 2012 | Using event-based metric for event-based neural network weight adjustment. | Thierry Viville, Rodrigo Salas, Bruno Cessac |
| 2012 | Making machine learning models interpretable. | Alfredo Vellido, Jos David Martn-Guerrero, Paulo J. G. Lisboa |
| 2012 | Supervised and unsupervised classification approaches for human activity recognition using body-mounted sensors. | Dorra Trabelsi, Samer Mohammed, Faicel Chamroukhi, Latifa Oukhellou, Yacine Amirat |
| 2012 | Distributed learning via Diffusion adaptation with application to ensemble learning. | Zaid J. Towfic, Jianshu Chen, Ali H. Sayed |
| 2012 | Cartogram representation of the batch-SOM magnification factor. | Alessandra Tosi, Alfredo Vellido |
| 2012 | Short Term Memory Quantifications in Input-Driven Linear Dynamical Systems. | Peter Tio, Ali Rodan |
| 2012 | Assessment of sequential Boltmann machines on a lexical processing task. | Alberto Testolin, Alessandro Sperduti, Ivilin Peev Stoianov, Marco Zorzi |
| 2012 | Posterior regularization and attribute assessment of under-determined linear mappings. | Marc Strickert, Michael Seifert |
| 2012 | Effects of noise-reduction on neural function approximation. | Frank-Florian Steege, Volker Stephan, Horst-Michael Gro |
| 2012 | EMFit based Ultrasonic Phased Arrays with evolved Weights for Biomimetic Target Localization. | Jan Steckel, Andre Boen, Dieter Vanderelst, Herbert Peremans |
| 2012 | One Class SVM and Canonical Correlation Analysis increase performance in a c-VEP based Brain-Computer Interface (BCI). | Martin Spler, Wolfgang Rosenstiel, Martin Bogdan |
| 2012 | Recognition of HIV-1 subtypes and antiretroviral drug resistance using weightless neural networks. | Caio Souza, Flavio Nobre, Priscila M. V. Lima, Robson Silva, Rodrigo Brindeiro, Felipe M. G. Frana |
| 2012 | Combined scattering for rotation invariant texture analysis. | Laurent Sifre, Stphane Mallat |
| 2012 | Range-based non-orthogonal ICA using cross-entropy method. | Suviseshamuthu Easter Selvan, Amit Chattopadhyay, Umberto Amato, Pierre-Antoine Absil |
| 2012 | Learning Object-Class Segmentation with Convolutional Neural Networks. | Hannes Schulz, Sven Behnke |