| 2015 | NLDR methods for high dimensional NIRS dataset : application to vineyard soils characterization. | Clment Delion, Ludovic Journaux, Aurore Payen, Lucile Sautot, Emmanuel Chevigny, Pierre Curmi |
| 2015 | On the equivalence between regularized NMF and similarity-augmented graph partitioning. | Anthony Coutant, Hoel Le Capitaine, Philippe Leray |
| 2015 | Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. | Marco Corneli, Pierre Latouche, Fabrice Rossi |
| 2015 | An Ensemble Learning Technique for Multipartite Ranking. | Stphan Clmenon, Sylvain Robbiano |
| 2015 | A new fuzzy neural system with applications. | Yuan Yuan Chai, Jun Chen, Wei Luo |
| 2015 | Solar PV Power Forecasting Using Extreme Learning Machine and Information Fusion. | Hlne Le Cadre, Ignacio Aravena, Anthony Papavasiliou |
| 2015 | Unsupervised dimensionality reduction: the challenge of big data visualization. | Kerstin Bunte, John Aldo Lee |
| 2015 | Survival Analysis with Cox Regression and Random Non-linear Projections. | Samuel Branders, Benot Frnay, Pierre Dupont |
| 2015 | Towards a Tomographic Index of Systemic Risk Measures. | Kaj-Mikael Bjrk, Patrick Kouontchou, Amaury Lendasse, Yoan Mich, Bertrand Maillet |
| 2015 | A generalised label noise model for classification. | Jakramate Bootkrajang |
| 2015 | On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. | Vernica Boln-Canedo, Alba Fernndez, Amparo Alonso-Betanzos, Marcos Ortega, Manuel G. Penedo |
| 2015 | Feature and kernel learning. | Vernica Boln-Canedo, Michele Donini, Fabio Aiolli |
| 2015 | Unsupervised Dimensionality Reduction for Transfer Learning. | Patrick Blbaum, Alexander Schulz, Barbara Hammer |
| 2015 | Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets. | Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Ramakrishna R. Nemani |
| 2015 | ESNigma: efficient feature selection for echo state networks. | Davide Bacciu, Filippo Benedetti, Alessio Micheli |
| 2015 | Online Learning with Operator-valued Kernels. | Julien Audiffren, Hachem Kadri |
| 2015 | Powered-Two-Wheeler safety critical events recognition using a mixture model with quadratic logistic functions. | Ferhat Attal, Abderrahmane Boubezoul, Allou Sam, Latifa Oukhellou |
| 2015 | Solving constrained Lasso and Elastic Net using nu-SVMs. | Carlos M. Alaz, Alberto Torres, Jos R. Dorronsoro |
| 2015 | Diffusion Maps parameters selection based on neighbourhood preservation. | Carlos M. Alaz, ngela Fernndez, Jos R. Dorronsoro |
| 2015 | Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets. | Md. Nasim Adnan, Md Zahidul Islam |
| 2015 | One-vs-all binarization technique in the context of random forest. | Md. Nasim Adnan, Md Zahidul Islam |
| 2014 | Naive Augmenting Q-Learning to Process Feature-Based Representations of States. | Janis Zuters |
| 2014 | Comparison of local and global undirected graphical models. | Zhemin Zhu, Djoerd Hiemstra, Peter M. G. Apers, Andreas Wombacher |
| 2014 | Spiking AGREL. | Davide Zambrano, Jaldert O. Rombouts, Cecilia Laschi, Sander M. Boht |
| 2014 | Linear Scalarized Knowledge Gradient in the Multi-Objective Multi-Armed Bandits Problem. | Saba Q. Yahyaa, Madalina M. Drugan, Bernard Manderick |