| 2016 | Clustering from two data sources using a kernel-based approach with weight coupling. | Lynn Houthuys, Rocco Langone, Johan A. K. Suykens |
| 2016 | Simultaneous estimation of rewards and dynamics from noisy expert demonstrations. | Michael Herman, Tobias Gindele, Jrg Wagner, Felix Schmitt, Wolfram Burgard |
| 2016 | Towards incremental deep learning: multi-level change detection in a hierarchical visual recognition architecture. | Thomas Hecht, Alexander Gepperth |
| 2016 | Initialization of big data clustering using distributionally balanced folding. | Joonas Hmlinen, Tommi Krkkinen |
| 2016 | The WiSARD Classifier. | Massimo De Gregorio, Maurizio Giordano |
| 2016 | Feature definition, analysis and selection for lung nodule classification in chest computerized tomography images. | Luis Gonalves, Jorge Novo, Aurlio Campilho |
| 2016 | Learning with hard constraints as a limit case of learning with soft constraints. | Giorgio Gnecco, Marco Gori, Stefano Melacci, Marcello Sanguineti |
| 2016 | Incremental learning algorithms and applications. | Alexander Gepperth, Barbara Hammer |
| 2016 | Deep Reservoir Computing: A Critical Analysis. | Claudio Gallicchio, Alessio Micheli |
| 2016 | Information visualisation and machine learning: characteristics, convergence and perspective. | Benot Frnay, Bruno Dumas |
| 2016 | Distributed learning algorithm for feedforward neural networks. | Oscar Fontenla-Romero, Beatriz Prez-Snchez, Bertha Guijarro-Berdias, Diego Rego-Fernndez |
| 2016 | A fast learning algorithm for high dimensional problems: an application to microarrays. | Oscar Fontenla-Romero, Bertha Guijarro-Berdias, Beatriz Prez-Snchez, Diego Rego-Fernndez, David Martnez-Rego |
| 2016 | An Immune-Inspired, Dependence-Based Approach to Blind Inversion of Wiener Systems. | Stephanie Alvarez Fernandez, Romis Attux, Denis G. Fantinato, Jugurta Montalvo, Daniel G. Silva |
| 2016 | Automatic detection of EEG arousals. | Isaac Fernndez-Varela, Elena Hernndez-Pereira, Diego lvarez-Estvez, Vicente Moret-Bonillo |
| 2016 | One-class classification algorithm based on convex hull. | Diego Fernndez-Francos, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2016 | Stacked denoising autoencoders for the automatic recognition of microglial cells' state. | Sofia Fernandes, Ricardo Gamelas Sousa, Renato Socodato, Lus M. Silva |
| 2016 | Comparison of three algorithms for parametric change-point detection. | Cynthia Faure, Jean-Marc Bardet, Madalina Olteanu, Jrme Lacaille |
| 2016 | On the equivalence between algorithms for Non-negative Matrix Factorization and Latent Dirichlet Allocation. | Thiago de Paulo Faleiros, Alneu de Andrade Lopes |
| 2016 | Performance assessment of quantum clustering in non-spherical data distributions. | Ral V. Casaa Eslava, Jos David Martn-Guerrero, Ian H. Jarman, Paulo J. G. Lisboa |
| 2016 | RSS-based Robot Localization in Critical Environments using Reservoir Computing. | Mauro Dragone, Claudio Gallicchio, Roberto Guzmn, Alessio Micheli |
| 2016 | Active transfer learning for activity recognition. | Tom Diethe, Niall Twomey, Peter A. Flach |
| 2016 | Spatial Chirp-Z Transformer Networks. | Jonas Degrave, Sander Dieleman, Joni Dambre, Francis Wyffels |
| 2016 | RNAsynth: constraints learning for RNA inverse folding. | Fabrizio Costa, Parastou Kohvaei, Robert Kleinkauf |
| 2016 | Bayesian mixture of spatial spline regressions. | Faicel Chamroukhi |
| 2016 | Deep neural network analysis of go games: which stones motivate a move? | Thomas Burwick, Luke Ewig |