| 2013 | Sensitivity to parameter and data variations in dimensionality reduction techniques. | Francisco J. Garca-Fernndez, Michel Verleysen, John Aldo Lee, Ignacio Daz Blanco |
| 2013 | Sensor Positioning for Activity Recognition Using Multiple Accelerometer-Based Sensors. | Lei Gao, Alan Bourke, John Nelson |
| 2013 | Are Rosenblatt multilayer perceptrons more powerfull than sigmoidal multilayer perceptrons? From a counter example to a general result. | Jos Barahona da Fonseca |
| 2013 | Long term analysis of daily activities in smart home. | Labiba Gillani Fahad, Arshad Ali, Muttukrishnan Rajarajan |
| 2013 | Least-squares temporal difference learning based on extreme learning machine. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Jos David Martn-Guerrero, Emilio Soria-Olivas, Juan Gmez-Sanchs |
| 2013 | Random Brains: An ensemble method for feature selection with neural networks. | Mark J. Embrechts, Jonathan D. Linton, Jorge M. Santos |
| 2013 | Ensembles for Continuous Actions in Reinforcement Learning. | Siegmund Duell, Steffen Udluft |
| 2013 | Risk Estimation and Feature Selection. | Gauthier Doquire, Benot Frnay, Michel Verleysen |
| 2013 | Prior knowledge in an end-user trainable machine vision framework. | Klaas Dijkstra, Walter Jansen, Jaap van de Loosdrecht |
| 2013 | Fast online adaptivity with policy gradient: example of the BCI "P300"-speller. | Emmanuel Dauc, Timothe Proix, Liva Ralaivola |
| 2013 | Dynamic Placement with Connectivity for RSNs based on a Primal-Dual Neural Network. | Rafael Lima de Carvalho, Lunlong Zhong, Felipe M. G. Frana, Flix Mora-Camino |
| 2013 | B-bleaching: Agile Overtraining Avoidance in the WiSARD Weightless Neural Classifier. | Danilo S. Carvalho, Hugo C. C. Carneiro, Felipe M. G. Frana, Priscila M. V. Lima |
| 2013 | WIPS: the WiSARD Indoor Positioning System. | Douglas de O. Cardoso, Joo Gama, Massimo De Gregorio, Felipe M. G. Frana, Maurizio Giordano, Priscila M. V. Lima |
| 2013 | A distributed wrapper approach for feature selection. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Amparo Alonso-Betanzos |
| 2013 | Linear spectral hashing. | Zaln Bod, Lehel Csat |
| 2013 | Error entropy criterion in echo state network training. | Levy Boccato, Daniel G. Silva, Denis G. Fantinato, Kenji Nose Filho, Rafael Ferrari, Romis Attux, Aline Neves, Jugurta Montalvo, Joo Marcos Travassos Romano |
| 2013 | Optimization of Gaussian process hyperparameters using Rprop. | Manuel Blum, Martin A. Riedmiller |
| 2013 | Using Wikipedia with associative networks for document classification. | Niels Bloom, Marit Theune, Franciska de Jong |
| 2013 | Learning control under uncertainty: A probabilistic Value-Iteration approach. | Bastian Bischoff, Duy Nguyen-Tuong, Heiner Markert, Alois C. Knoll |
| 2013 | Hierarchical Reinforcement Learning for Robot Navigation. | Bastian Bischoff, Duy Nguyen-Tuong, I-Hsuan Lee, Felix Streichert, Alois C. Knoll |
| 2013 | DYNG: Dynamic Online Growing Neural Gas for stream data classification. | Oliver Beyer, Philipp Cimiano |
| 2013 | Research directions in interpretable machine learning models. | Vanya Van Belle, Paulo Lisboa |
| 2013 | Developments in kernel design. | Llus Belanche |
| 2013 | Hierarchical and multiscale Mean Shift segmentation of population grids. | Johanna Baro, Etienne Cme, Patrice Aknin, Olivier Bonin |
| 2013 | A Learning Machine with a Bit-Based Hypothesis Space. | Davide Anguita, Alessandro Ghio, Luca Oneto, Sandro Ridella |