| 2014 | On the complexity of shallow and deep neural network classifiers. | Monica Bianchini, Franco Scarselli |
| 2014 | Lightning fast asynchronous distributed k-means clustering. | rpd Berta, Istvn Hegeds, Rbert Ormndi |
| 2014 | Towards an effective multi-map self organizing recurrent neuronal network. | Denis Baheux, Herv Frezza-Buet, Jrmy Fix |
| 2014 | Data normalization and supervised learning to assess the condition of patients with multiple sclerosis based on gait analysis. | Samir Azrour, Sbastien Pirard, Pierre Geurts, Marc Van Droogenbroeck |
| 2014 | Robust outlier detection with L0-SVDD. | Meriem El Azami, Carole Lartizien, Stphane Canu |
| 2014 | Swim velocity profile identification through a Dynamic Self-adaptive Multiobjective Harmonic Search and RBF neural networks. | Helon V. H. Ayala, Luciano Ferreira da Cruz, Leandro dos Santos Coelho, Roberto Zanetti Freire |
| 2014 | Learning with few bits on small-scale devices: From regularization to energy efficiency. | Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |
| 2014 | Learning state prediction using a weightless neural explorer. | Igor Aleksander, Helen Morton |
| 2014 | Finding Originally Mislabels with MD-ELM. | Anton Akusok, David Veganzones, Yoan Mich, Eric Sverin, Amaury Lendasse |
| 2014 | Easy multiple kernel learning. | Fabio Aiolli, Michele Donini |
| 2013 | Semi-Supervised Vector Quantization for proximity data. | Xibin Zhu, Frank-Michael Schleif, Barbara Hammer |
| 2013 | GA-KDE-Bayes: an evolutionary wrapper method based on non-parametric density estimation applied to bioinformatics problems. | Maria Fernanda B. Wanderley, Vincent Gardeux, Ren Natowicz, Antnio de Pdua Braga |
| 2013 | Decoding stimulation intensity from evoked ECoG activity using support vector regression. | Armin Walter, Georgios Naros, Martin Spler, Alireza Gharabaghi, Wolfgang Rosenstiel, Martin Bogdan |
| 2013 | Multi-view feature extraction for hyperspectral image classification. | Michele Volpi, Giona Matasci, Mikhail F. Kanevski, Devis Tuia |
| 2013 | Processing Hyperspectral Data in Machine Learning. | Thomas Villmann, Marika Kstner, Andreas Backhaus, Udo Seiffert |
| 2013 | Automated operational states detection for drilling systems control in critical conditions. | Galina V. Veres, Zoheir A. Sabeur |
| 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 Puolivli, Vinoo Alluri, Petri Toiviainen, Asoke K. Nandi, Elvira Brattico, Tapani Ristaniemi |
| 2013 | Robust cartogram visualization of outliers in manifold learning. | Alessandra Tosi, Alfredo Vellido |
| 2013 | Mixed order associative networks for function approximation, optimisation and sampling. | Kevin Swingler, Leslie S. Smith |
| 2013 | Soft rank neighbor embeddings. | Marc Strickert, Kerstin Bunte |
| 2013 | Optimization by Variational Bounding. | Joe Staines, David Barber |
| 2013 | Novelty detection in image recognition using IRF Neural Networks properties. | Philippe Smagghe, Jean-Luc Buessler, Jean-Philippe Urban |
| 2013 | Efficient prediction of x-axis intercepts of discrete impedance spectra. | Thomas Schmid, Dorothee Gnzel, Martin Bogdan |
| 2013 | A heterogeneous database for movement knowledge extraction in Parkinson's disease. | Albert Sam, Carlos Prez-Lpez, Daniel Rodrguez Martn, Joan Cabestany, Juan-Manuel Moreno Arstegui, Alejandro Rodrguez-Molinero |
| 2013 | Activity Date Estimation in Timestamped Interaction Networks. | Fabrice Rossi, Pierre Latouche |