Lluís A. Belanche Muñoz

Publication Activity (10 Years)

Years Active: 1999-2023
Publications (10 Years): 8

Top Topics

Kernel Function

Drug Resistance

Feature Selection

Top Venues

Publications

Lluís A. Belanche Muñoz, Malgorzata Wiejacha
Analysis of Kernel Matrices via the von Neumann Entropy and Its Relation to RVM Performances. Entropy 25 (1) (2023)
Bruno Ordozgoiti, Lluís A. Belanche Muñoz
Off-the-grid: Fast and Effective Hyperparameter Search for Kernel Clustering. CoRR (2020)
Bruno Ordozgoiti, Lluís A. Belanche Muñoz
Off-the-Grid: Fast and Effective Hyperparameter Search for Kernel Clustering. ECML/PKDD (2) (2020)
Elies Ramon, Lluís A. Belanche Muñoz, Miguel Pérez-Enciso
HIV drug resistance prediction with weighted categorical kernel functions. BMC Bioinform. 20 (1) (2019)
David Morán-Pomés, Lluís A. Belanche Muñoz
Purity Filtering: An Instance Selection Method for Support Vector Machines. SGAI Conf. (2019)
Elies Ramon, Miguel Pérez-Enciso, Lluís A. Belanche Muñoz
HIV Drug Resistance Prediction with Categorical Kernel Functions. IWBBIO (2) (2019)
Félix F. González-Navarro, Margarita Stilianova-Stoytcheva, Livier Rentería-Gutiérrez, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
Glucose Oxidase Biosensor Modeling and Predictors Optimization by Machine Learning Methods. Sensors 16 (11) (2016)
Matthew Saltz, Lluís A. Belanche Muñoz
A New Kernelized Associative Memory and Some of Its Applications. ECAI (2016)
Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
Double Relief with progressive weighting function. CoRR (2015)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
Feature Selection in Spectroscopy Brain Cancer Data. MICAI (2) (2015)
Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
Toward better feature weighting algorithms: a focus on Relief. CoRR (2015)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
Selección de características para datos de expresión de los genes mediante microarreglos usando recocido simulado guiado por la entropía conjunta multivariada. Computación y Sistemas 18 (2) (2014)
Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors. PRNI (2014)
Livier Rentería-Gutiérrez, Félix Fernando González-Navarro, Margarita Stilianova-Stoytcheva, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer
Glucose Oxidase Biosensor Modeling by Machine Learning Methods. MICAI (2) (2014)
Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
Improved Stability of Feature Selection by Combining Instance and Feature Weighting. SGAI Conf. (2014)
Fernando González, Lluís A. Belanche Muñoz
Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy CoRR (2013)
Lluís A. Belanche Muñoz, Alessandra Tosi
Averaging of kernel functions. Neurocomputing 112 (2013)
Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido
H-MRS data using Breadth Ensemble Learning. IJCNN (2012)
Lluís A. Belanche Muñoz
Understanding (dis)similarity measures CoRR (2012)
David Sánchez-Mendoza, Lluís A. Belanche Muñoz, Anicet R. Blanch
A Software System for the Microbial Source Tracking Problem. WAPA (2011)
Lluís A. Belanche Muñoz, Félix Fernando González-Navarro
Review and Evaluation of Feature Selection Algorithms in Synthetic Problems CoRR (2011)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
Feature Selection for the Prediction and Visualization of Brain Tumor Types Using Proton Magnetic Resonance Spectroscopy Data. CIBB (2011)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús
Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors. Neurocomputing 73 (4-6) (2010)
Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
Exploiting the Accumulated Evidence for Gene Selection in Microarray Gene Expression Data. ECAI (2010)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
Gene subset selection in microarray data using entropic filtering for cancer classification. Expert Syst. J. Knowl. Eng. 26 (1) (2009)
Gabriel Prat-Masramon, Lluís A. Belanche Muñoz
Remainder Subset Awareness for Feature Subset Selection. SGAI Conf. (2009)
Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús
H-MRS brain tumour database. Neurocomputing 72 (13-15) (2009)
Guillermo Nebot-Troyano, Lluís A. Belanche Muñoz
A kernel extension to handle missing data. SGAI Conf. (2009)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
Feature Selection in Proton Magnetic Resonance Spectroscopy for Brain Tumor Classification. ESANN (2008)
Lluís A. Belanche Muñoz, Anicet R. Blanch
Machine learning methods for microbial source tracking. Environ. Model. Softw. 23 (6) (2008)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
Feature Selection in in vivo1H-MRS Single Voxel Spectra. KES (2) (2008)
Félix Fernando González-Navarro, Lluís A. Belanche Muñoz
A Thermodynamical Search Algorithm for Feature Subset Selection. ICONIP (1) (2007)
Lluís A. Belanche Muñoz, Julio Jose Valdes Ramos
Similarity-based Heterogeneous Neural Networks. Eng. Lett. 14 (2) (2007)
Lluís A. Belanche Muñoz
Effective Learning with Heterogeneous Neural Networks. ICONIP (1) (2007)
Ignacio Barrio, Enrique Romero, Lluís A. Belanche Muñoz
On the selection of hidden neurons with heuristic search strategies for approximation. ESANN (2006)
Lluís A. Belanche Muñoz
Evolutionary Optimization of Heterogeneous Problems. PPSN (2002)
Lluís A. Belanche Muñoz
Similarity-based Heterogeneous Neuron Models. ECAI (2000)
Julio J. Valdés, Lluís A. Belanche Muñoz, René Alquézar
Fuzzy heterogeneous neurons for imprecise classification problems. Int. J. Intell. Syst. 15 (3) (2000)
Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi Rodríguez-Roda, Manel Poch
Prediction of the bulking phenomenon in wastewater treatment plants. Artif. Intell. Eng. 14 (4) (2000)
Lluís A. Belanche Muñoz
Heterogeneous Neuron Models Based on Similarity. AAAI/IAAI (2000)
Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi R.-Roda, Manel Poch
Towards a model of input-output behaviour os wastewater treatment plants using soft computing techniques. Environ. Model. Softw. 14 (5) (1999)