Lluís A. Belanche Muñoz

46 papers A 4B 3Journal 19Unranked 15

Year	Rank	Type	Title / Venue / Authors
2023	J	`jnl`	Analysis of Kernel Matrices via the von Neumann Entropy and Its Relation to RVM Performances. Entropy Lluís A. Belanche Muñoz, Malgorzata Wiejacha
2020	—	`conf`	Off-the-Grid: Fast and Effective Hyperparameter Search for Kernel Clustering. ECML/PKDD (2) Bruno Ordozgoiti, Lluís A. Belanche Muñoz
2020	J	`jnl`	Off-the-grid: Fast and Effective Hyperparameter Search for Kernel Clustering. CoRR Bruno Ordozgoiti, Lluís A. Belanche Muñoz
2019	—	`conf`	HIV Drug Resistance Prediction with Categorical Kernel Functions. IWBBIO (2) Elies Ramon, Miguel Pérez-Enciso, Lluís A. Belanche Muñoz
2019	J	`jnl`	HIV drug resistance prediction with weighted categorical kernel functions. BMC Bioinform. Elies Ramon, Lluís A. Belanche Muñoz, Miguel Pérez-Enciso
2019	—	`conf`	Purity Filtering: An Instance Selection Method for Support Vector Machines. SGAI Conf. David Morán-Pomés, Lluís A. Belanche Muñoz
2016	A	`conf`	A New Kernelized Associative Memory and Some of Its Applications. ECAI Matthew Saltz, Lluís A. Belanche Muñoz
2016	J	`jnl`	Glucose Oxidase Biosensor Modeling and Predictors Optimization by Machine Learning Methods. Sensors Félix F. González-Navarro, Margarita Stilianova-Stoytcheva, Livier Rentería-Gutiérrez, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
2015	J	`jnl`	Double Relief with progressive weighting function. CoRR Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
2015	—	`conf`	Feature Selection in Spectroscopy Brain Cancer Data. MICAI (2) Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
2015	J	`jnl`	Toward better feature weighting algorithms: a focus on Relief. CoRR Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
2014	—	`conf`	A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors. PRNI Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
2014	—	`conf`	Glucose Oxidase Biosensor Modeling by Machine Learning Methods. MICAI (2) Livier Rentería-Gutiérrez, Félix Fernando González-Navarro, Margarita Stilianova-Stoytcheva, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
2014	—	`conf`	Improved Stability of Feature Selection by Combining Instance and Feature Weighting. SGAI Conf. Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
2014	J	`jnl`	Selección de características para datos de expresión de los genes mediante microarreglos usando recocido simulado guiado por la entropía conjunta multivariada. Computación y Sistemas Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2013	J	`jnl`	Averaging of kernel functions. Neurocomputing Lluís A. Belanche Muñoz, Alessandra Tosi
2013	J	`jnl`	Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy CoRR Fernando González, Lluís A. Belanche Muñoz
2012	B	`conf`	Classifying malignant brain tumours from IJCNN Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
2012	J	`jnl`	Understanding (dis)similarity measures CoRR Lluís A. Belanche Muñoz
2011	—	`conf`	A Software System for the Microbial Source Tracking Problem. WAPA David Sánchez-Mendoza, Lluís A. Belanche Muñoz, Anicet R. Blanch
2011	—	`conf`	Feature Selection for the Prediction and Visualization of Brain Tumor Types Using Proton Magnetic Resonance Spectroscopy Data. CIBB Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2011	J	`jnl`	Review and Evaluation of Feature Selection Algorithms in Synthetic Problems CoRR Lluís A. Belanche Muñoz, Félix Fernando González-Navarro
2010	A	`conf`	Exploiting the Accumulated Evidence for Gene Selection in Microarray Gene Expression Data. ECAI Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
2010	J	`jnl`	Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors. Neurocomputing Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
2009	—	`conf`	A kernel extension to handle missing data. SGAI Conf. Guillermo Nebot-Troyano, Lluís A. Belanche Muñoz
2009	—	`ch.`	Feed-Forward Artificial Neural Network Basics. Encyclopedia of Artificial Intelligence Lluís A. Belanche Muñoz
2009	J	`jnl`	Gene subset selection in microarray data using entropic filtering for cancer classification. Expert Syst. J. Knowl. Eng. Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2009	—	`ch.`	Learning in Feed-Forward Artificial Neural Networks I. Encyclopedia of Artificial Intelligence Lluís A. Belanche Muñoz
2009	—	`ch.`	Learning in Feed-Forward Artificial Neural Networks II. Encyclopedia of Artificial Intelligence Lluís A. Belanche Muñoz
2009	J	`jnl`	Outlier exploration and diagnostic classification of a multi-centre Neurocomputing Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús
2009	—	`conf`	Remainder Subset Awareness for Feature Subset Selection. SGAI Conf. Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
2008	B	`conf`	Feature Selection in Proton Magnetic Resonance Spectroscopy for Brain Tumor Classification. ESANN Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2008	—	`conf`	Feature Selection in in vivo1H-MRS Single Voxel Spectra. KES (2) Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2008	J	`jnl`	Machine learning methods for microbial source tracking. Environ. Model. Softw. Lluís A. Belanche Muñoz, Anicet R. Blanch
2008	—	`ch.`	Modeling Heterogeneous Data Sets with Neural Networks. Innovations in Hybrid Intelligent Systems Lluís A. Belanche Muñoz
2007	—	`conf`	A Thermodynamical Search Algorithm for Feature Subset Selection. ICONIP (1) Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
2007	—	`conf`	Effective Learning with Heterogeneous Neural Networks. ICONIP (1) Lluís A. Belanche Muñoz
2007	J	`jnl`	Similarity-based Heterogeneous Neural Networks. Eng. Lett. Lluís A. Belanche Muñoz, Julio Jose Valdes Ramos
2006	B	`conf`	On the selection of hidden neurons with heuristic search strategies for approximation. ESANN Ignacio Barrio, Enrique Romero, Lluís A. Belanche Muñoz
2002	A	`conf`	Evolutionary Optimization of Heterogeneous Problems. PPSN Lluís A. Belanche Muñoz
2000	J	`jnl`	Fuzzy heterogeneous neurons for imprecise classification problems. Int. J. Intell. Syst. Julio J. Valdés, Lluís A. Belanche Muñoz, René Alquézar
2000	—	`conf`	Heterogeneous Neuron Models Based on Similarity. AAAI/IAAI Lluís A. Belanche Muñoz
2000	—	`—`	Heterogeneous neural networks: theory and applications. Lluís A. Belanche Muñoz
2000	J	`jnl`	Prediction of the bulking phenomenon in wastewater treatment plants. Artif. Intell. Eng. Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi Rodríguez-Roda, Manel Poch
2000	A	`conf`	Similarity-based Heterogeneous Neuron Models. ECAI Lluís A. Belanche Muñoz
1999	J	`jnl`	Towards a model of input-output behaviour os wastewater treatment plants using soft computing techniques. Environ. Model. Softw. Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi R.-Roda, Manel Poch