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Publication search results
found 97 matches
- 2015
- Md. Nasim Adnan, Md Zahidul Islam:
One-vs-all binarization technique in the context of random forest. ESANN 2015 - Md. Nasim Adnan, Md Zahidul Islam:
Improving the random forest algorithm by randomly varying the size of the bootstrap samples for low dimensional data sets. ESANN 2015 - Carlos M. Alaíz, Ángela Fernández, José R. Dorronsoro:
Diffusion Maps parameters selection based on neighbourhood preservation. ESANN 2015 - Carlos M. Alaíz, Alberto Torres, José R. Dorronsoro:
Solving constrained Lasso and Elastic Net using nu-SVMs. ESANN 2015 - Ferhat Attal, Abderrahmane Boubezoul, Allou Samé, Latifa Oukhellou:
Powered-Two-Wheeler safety critical events recognition using a mixture model with quadratic logistic functions. ESANN 2015 - Julien Audiffren, Hachem Kadri:
Online Learning with Operator-valued Kernels. ESANN 2015 - Davide Bacciu, Filippo Benedetti, Alessio Micheli:
ESNigma: efficient feature selection for echo state networks. ESANN 2015 - Saikat Basu, Manohar Karki, Sangram Ganguly, Robert DiBiano, Supratik Mukhopadhyay, Ramakrishna R. Nemani:
Learning Sparse Feature Representations using Probabilistic Quadtrees and Deep Belief Nets. ESANN 2015 - Patrick Blöbaum, Alexander Schulz, Barbara Hammer:
Unsupervised Dimensionality Reduction for Transfer Learning. ESANN 2015 - Verónica Bolón-Canedo, Michele Donini, Fabio Aiolli:
Feature and kernel learning. ESANN 2015 - Verónica Bolón-Canedo, Alba Fernández, Amparo Alonso-Betanzos, Marcos Ortega, Manuel G. Penedo:
On the use of machine learning techniques for the analysis of spontaneous reactions in automated hearing assessment. ESANN 2015 - Jakramate Bootkrajang:
A generalised label noise model for classification. ESANN 2015 - Kaj-Mikael Björk, Patrick Kouontchou, Amaury Lendasse, Yoan Miché, Bertrand Maillet:
Towards a Tomographic Index of Systemic Risk Measures. ESANN 2015 - Samuel Branders, Benoît Frénay, Pierre Dupont:
Survival Analysis with Cox Regression and Random Non-linear Projections. ESANN 2015 - Kerstin Bunte, John Aldo Lee:
Unsupervised dimensionality reduction: the challenge of big data visualization. ESANN 2015 - Hélène Le Cadre, Ignacio Aravena, Anthony Papavasiliou:
Solar PV Power Forecasting Using Extreme Learning Machine and Information Fusion. ESANN 2015 - Yuan Yuan Chai, Jun Chen, Wei Luo:
A new fuzzy neural system with applications. ESANN 2015 - Stéphan Clémençon, Sylvain Robbiano:
An Ensemble Learning Technique for Multipartite Ranking. ESANN 2015 - Marco Corneli, Pierre Latouche, Fabrice Rossi:
Exact ICL maximization in a non-stationary time extension of latent block model for dynamic networks. ESANN 2015 - Anthony Coutant, Hoel Le Capitaine, Philippe Leray:
On the equivalence between regularized NMF and similarity-augmented graph partitioning. ESANN 2015 - Clément Delion, Ludovic Journaux, Aurore Payen, Lucile Sautot, Emmanuel Chevigny, Pierre Curmi:
NLDR methods for high dimensional NIRS dataset : application to vineyard soils characterization. ESANN 2015 - Kaushala Dias, Terry Windeatt:
Ensemble Learning with Dynamic Ordered Pruning for Regression. ESANN 2015 - Kristin Domaschke, Marika Kaden, Mandy Lange, Thomas Villmann:
Learning matrix quantization and variants of relevance learning. ESANN 2015 - Madalina M. Drugan:
Multi-objective optimization perspectives on reinforcement learning algorithms using reward vectors. ESANN 2015 - Rodrigo Echeveste, Claudius Gros:
An objective function for self-limiting neural plasticity rules. ESANN 2015 - Jérôme Fellus, David Picard, Philippe-Henri Gosselin:
Asynchronous decentralized convex optimization through short-term gradient averaging. ESANN 2015 - Andrey Filchenkov, Vladislav Dolganov, Ivan Smetannikov:
PCA-based algorithm for feature score measures ensemble construction. ESANN 2015 - Lydia Fischer, Barbara Hammer, Heiko Wersing:
Certainty-based prototype insertion/deletion for classification with metric adaptation. ESANN 2015 - Roberto Zanetti Freire, Gerson H. dos Santos, Leandro dos Santos Coelho, Viviana Cocco Mariani, Divani da S. Carvalho:
The use of RBF neural network to predict building's corners hygrothermal behavior. ESANN 2015 - Alexander Gepperth, Mathieu Lefort, Thomas Hecht:
Resource-efficient Incremental learning in very high dimensions. ESANN 2015
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