| 2014 | Improving accuracy by reducing the importance of hubs in nearest-neighbor recommendations. | Franois Fouss, Clmentine Van Parijs |
| 2014 | A New Error-Correcting Syndrome Decoder with Retransmit Signal Implemented with an Hardlimit Neural Network. | Jos Barahona da Fonseca |
| 2014 | Rejection strategies for learning vector quantization. | Lydia Fischer, Barbara Hammer, Heiko Wersing |
| 2014 | An adjustable p-exponential clustering algorithm. | Valmir Macrio Filho, Francisco de Assis Tenrio de Carvalho |
| 2014 | Dimensionality reduction in decentralized networks by Gossip aggregation of principal components analyzers. | Jrme Fellus, David Picard, Philippe Henri Gosselin |
| 2014 | Selective Neural Network Ensembles in Reinforcement Learning. | Stefan Fauer, Friedhelm Schwenker |
| 2014 | A new approach for multiple instance learning based on a homogeneity bag operator. | Alexandre Wagner Chagas Faria, David Menotti, Andr Paim Lemos, Antnio de Pdua Braga |
| 2014 | Self-organizing map for determination of goal candidates in mobile robot exploration. | Jan Faigl, Peter Vank, Miroslav Kulich |
| 2014 | Ensembles of extreme learning machine networks for value prediction. | Pablo Escandell-Montero, Jos Mara Martnez-Martnez, Emilio Soria-Olivas, Joan Vila-Francs, Jos David Martn-Guerrero |
| 2014 | Utilization of Chemical Structure Information for Analysis of Spectra Composites. | Kristin Domaschke, Andr Roberg, Thomas Villmann |
| 2014 | Dynamic ensemble selection and instantaneous pruning for regression. | Kaushala Dias, Terry Windeatt |
| 2014 | Evidence build-up facilitates on-line adaptivity in dynamic environments: example of the BCI P300-speller. | Emmanuel Dauc, Eoin M. Thomas |
| 2014 | Toward STDP-based population action in large networks of spiking neurons. | Emmanuel Dauc |
| 2014 | Extracting rules from DRASiW's "mental images". | Paulo Coutinho, Hugo C. C. Carneiro, Danilo S. Carvalho, Felipe M. G. Frana |
| 2014 | The one-sided mean kernel: a positive definite kernel for time series. | Nicolas Chrysanthos, Pierre Beauseroy, Hichem Snoussi, Edith Grall-Mas, Fabrice Ferrand |
| 2014 | Direct Model-Predictive Control. | Jean-Joseph Christophe, Jrmie Decock, Olivier Teytaud |
| 2014 | Bayesian non-parametric parsimonious clustering. | Faicel Chamroukhi, Marius Bartcus, Herv Glotin |
| 2014 | Online tracking of multiple objects using WiSARD. | Rafael Lima de Carvalho, Danilo S. Carvalho, Priscila M. V. Lima, Flix Mora-Camino, Felipe M. G. Frana |
| 2014 | Neural network based 2D/3D fusion for robotic object recognition. | Louis-Charles Caron, Yang Song, David Filliat, Alexander Gepperth |
| 2014 | Credit analysis with a clustering RAM-based neural classifier. | Douglas de O. Cardoso, Danilo S. Carvalho, Daniel S. F. Alves, Diego Fonseca Pereira de Souza, Hugo C. C. Carneiro, Carlos Eduardo Pedreira, Priscila M. V. Lima, Felipe M. G. Frana |
| 2014 | Weighted tree kernels for sequence analysis. | Christopher Bowles, James Hogan |
| 2014 | DELA: A Dynamic Online Ensemble Learning Algorithm. | Hamid Bouchachia, Emili Balaguer-Ballester |
| 2014 | Toward parallel feature selection from vertically partitioned data. | Vernica Boln-Canedo, Noelia Snchez-Maroo, Joana Cervio-Rabual |
| 2014 | Augmented hashing for semi-supervised scenarios. | Zaln Bod, Lehel Csat |
| 2014 | Interactive dimensionality reduction for visual analytics. | Ignacio Daz Blanco, Abel Alberto Cuadrado Vega, Daniel Prez, Francisco J. Garca-Fernndez, Michel Verleysen |