| 2014 | Modeling consumption of contents and advertising in online newspapers. | Iago Porto-Daz, David Martnez-Rego, Oscar Fontenla-Romero, Amparo Alonso-Betanzos |
| 2014 | Enhanced NMF initialization using a physical model for pollution source apportionment. | Marc Plouvin, Abdelhakim Limem, Matthieu Puigt, Gilles Delmaire, Gilles Roussel, Dominique Courcot |
| 2014 | Machine learning techniques to assess the performance of a gait analysis system. | Sbastien Pirard, Rmy Phan-Ba, Marc Van Droogenbroeck |
| 2014 | Using Shannon Entropy as EEG Signal Feature for Fast Person Identification. | Dinh Q. Phung, Dat Tran, Wanli Ma, Phuoc Nguyen, Tien Pham |
| 2014 | A multi-class extension for multi-labeler support vector machines. | Diego Hernn Peluffo-Ordez, Santiago Murillo Rendn, Julin D. Arias-Londoo, Germn Castellanos-Domnguez |
| 2014 | Recent methods for dimensionality reduction: A brief comparative analysis. | Diego Hernn Peluffo-Ordez, John Aldo Lee, Michel Verleysen |
| 2014 | Optimal Data Projection for Kernel Spectral Clustering. | Diego Hernn Peluffo-Ordez, Carlos Alzate, Johan A. K. Suykens, Germn Castellanos-Domnguez |
| 2014 | Kernel methods for mixed feature selection. | Jrme Paul, Pierre Dupont |
| 2014 | A HMM-based pre-training approach for sequential data. | Luca Pasa, Alberto Testolin, Alessandro Sperduti |
| 2014 | FINGeR: Framework for interactive neural-based gesture recognition. | German Ignacio Parisi, Pablo V. A. Barros, Stefan Wermter |
| 2014 | Vector space weightless neural networks. | Wilson Rosa de Oliveira, Adenilton J. da Silva, Teresa Bernarda Ludermir |
| 2014 | Iterative ARIMA-multiple support vector regression models for long term time series prediction. | Joo F. L. Oliveira, Teresa Bernarda Ludermir |
| 2014 | Application of Newton's Method to action selection in continuous state- and action-space reinforcement learning. | Barry D. Nichols, Dimitris C. Dracopoulos |
| 2014 | Supervised Generative Models for Learning Dissimilarity Data. | David Nebel, Barbara Hammer, Thomas Villmann |
| 2014 | Analysis of the Weighted Fuzzy C-means in the problem of source location. | Everton Z. Nadalin, Rodrigo C. Silva, Romis Attux, Joo M. T. Romano |
| 2014 | Adaptive distance measures for sequential data. | Bassam Mokbel, Benjamin Paaen, Barbara Hammer |
| 2014 | Fine-tuning of support vector machine parameters using racing algorithms. | Pricles B. C. Miranda, Paulo Ricardo da Silva Soares, Ricardo B. C. Prudncio |
| 2014 | Credal decision trees in noisy domains. | Carlos Javier Mantas, Joaqun Abelln |
| 2014 | Predicting Grain Protein Content of Winter Wheat. | Majdi Mansouri, Marie-France Destain, Benjamin Dumont |
| 2014 | Agglomerative hierarchical kernel spectral clustering for large scale networks. | Raghvendra Mall, Rocco Langone, Johan A. K. Suykens |
| 2014 | Electric load forecasting using wavelet transform and extreme learning machine. | Song Li, Peng Wang, Lalit Goel |
| 2014 | Meta Online Learning: Experiments on a Unit Commitment Problem. | Jialin Liu, Olivier Teytaud |
| 2014 | Feature selection in environmental data mining combining Simulated Annealing and Extreme Learning Machine. | Michael Leuenberger, Mikhail F. Kanevski |
| 2014 | Discrimination of visual pedestrians data by combining projection and prediction learning. | Mathieu Lefort, Alexander Gepperth |
| 2014 | Multiscale stochastic neighbor embedding: Towards parameter-free dimensionality reduction. | John Aldo Lee, Diego Hernn Peluffo-Ordez, Michel Verleysen |