Lluís A. Belanche Muñoz

According to our database, Lluís A. Belanche Muñoz authored at least 77 papers between 1991 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Analysis of Kernel Matrices via the von Neumann Entropy and Its Relation to RVM Performances.

Lluís A. Belanche Muñoz, Malgorzata Wiejacha

Entropy, January, 2023

2020

An Evaluation of Equity Premium Prediction Using Multiple Kernel Learning with Financial Features.

Argimiro Arratia, Lluís A. Belanche, Luis Fábregues

Neural Process. Lett., 2020

Off-the-Grid: Fast and Effective Hyperparameter Search for Kernel Clustering.

Bruno Ordozgoiti, Lluís A. Belanche Muñoz

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2020

2019

HIV drug resistance prediction with weighted categorical kernel functions.

Elies Ramon, Lluís A. Belanche Muñoz, Miguel Pérez-Enciso

BMC Bioinform., 2019

Purity Filtering: An Instance Selection Method for Support Vector Machines.

David Morán-Pomés, Lluís A. Belanche Muñoz

Proceedings of the Artificial Intelligence XXXVI, 2019

HIV Drug Resistance Prediction with Categorical Kernel Functions.

Elies Ramon, Miguel Pérez-Enciso, Lluís A. Belanche Muñoz

Proceedings of the Bioinformatics and Biomedical Engineering, 2019

2018

Fast Supervised Selection of Prototypes for Metric-Based Learning.

Lluís A. Belanche

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2018, 2018

2017

Tradares: A Tool for the Automatic Evaluation of Human Translation Quality within a MOOC Environment.

Miguel Betanzos, Marta R. Costa-jussà, Lluís Belanche

Appl. Artif. Intell., 2017

Forecasting Financial Time Series with Multiple Kernel Learning.

Luis Fábregues, Argimiro Arratia, Lluís Belanche

Proceedings of the Advances in Computational Intelligence, 2017

Bridging deep and kernel methods.

Lluís Belanche, Marta R. Costa-jussà

Proceedings of the 25th European Symposium on Artificial Neural Networks, 2017

2016

Glucose Oxidase Biosensor Modeling and Predictors Optimization by Machine Learning Methods.

Félix F. González-Navarro, Margarita Stilianova-Stoytcheva, Livier Rentería-Gutiérrez, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer

Sensors, 2016

Multivariate Dynamic Kernels for Financial Time Series Forecasting.

Mauricio Peña, Argimiro Arratia, Lluís Belanche

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

StreamLeader: A New Stream Clustering Algorithm not Based in Conventional Clustering.

Jaime Andrés-Merino, Lluís Belanche

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2016, 2016

Bayesian semi non-negative matrix factorisation.

Albert Vilamala, Alfredo Vellido, Lluís A. Belanche

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

Instance and feature weighted k-nearest-neighbors algorithm.

Gabriel Prat-Masramon, Lluís A. Belanche

Proceedings of the 24th European Symposium on Artificial Neural Networks, 2016

A New Kernelized Associative Memory and Some of Its Applications.

Matthew Saltz, Lluís A. Belanche Muñoz

Proceedings of the ECAI 2016 - 22nd European Conference on Artificial Intelligence, 29 August-2 September 2016, The Hague, The Netherlands, 2016

2015

Double Relief with progressive weighting function.

Gabriel Prat-Masramon, Lluís A. Belanche Muñoz

CoRR, 2015

Toward better feature weighting algorithms: a focus on Relief.

Gabriel Prat-Masramon, Lluís A. Belanche Muñoz

CoRR, 2015

Feature Selection in Spectroscopy Brain Cancer Data.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer

Proceedings of the Advances in Artificial Intelligence and Its Applications, 2015

2014

Handling missing values in kernel methods with application to microbiology data.

Lluís Belanche, Vladimer Kobayashi, Tomàs Aluja

Neurocomputing, 2014

Selección de características para datos de expresión de los genes mediante microarreglos usando recocido simulado guiado por la entropía conjunta multivariada.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Computación y Sistemas, 2014

Similarity networks for classification: a case study in the Horse Colic problem.

Lluís Belanche, Jerónimo Hernández-González

CoRR, 2014

Improved Stability of Feature Selection by Combining Instance and Feature Weighting.

Gabriel Prat-Masramon, Lluís A. Belanche Muñoz

Proceedings of the Research and Development in Intelligent Systems XXXI, 2014

A MAP approach for convex non-negative matrix factorization in the diagnosis of brain tumors.

Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido

Proceedings of the International Workshop on Pattern Recognition in Neuroimaging, 2014

Glucose Oxidase Biosensor Modeling by Machine Learning Methods.

Livier Rentería-Gutiérrez, Félix Fernando González-Navarro, Margarita Stilianova-Stoytcheva, Lluís A. Belanche Muñoz, Brenda Leticia Flores Ríos, Jorge Eduardo Ibarra Esquer

Proceedings of the Nature-Inspired Computation and Machine Learning, 2014

Improving Stability of Feature Selection for Brain Tumour Diagnosis Using 1H-MRS Data.

Albert Vilamala, Lluís Belanche

Proceedings of the International Work-Conference on Bioinformatics and Biomedical Engineering, 2014

2013

Averaging of kernel functions.

Lluís A. Belanche Muñoz, Alessandra Tosi

Neurocomputing, 2013

Feature Selection for Microarray Gene Expression Data using Simulated Annealing guided by the Multivariate Joint Entropy

Fernando González, Lluís A. Belanche Muñoz

CoRR, 2013

Developments in kernel design.

Lluís Belanche

Proceedings of the 21st European Symposium on Artificial Neural Networks, 2013

Kernel Functions for Categorical Variables with Application to Problems in the Life Sciences.

Lluís Belanche, Marco A. Villegas

Proceedings of the Artificial Intelligence Research and Development, 2013

2012

Understanding (dis)similarity measures

Lluís A. Belanche Muñoz

CoRR, 2012

Classifying malignant brain tumours from ¹H-MRS data using Breadth Ensemble Learning.

Albert Vilamala, Lluís A. Belanche Muñoz, Alfredo Vellido

Proceedings of the 2012 International Joint Conference on Neural Networks (IJCNN), 2012

Similarity networks for heterogeneous data.

Lluís Belanche, Jerónimo Hernández-González

Proceedings of the 20th European Symposium on Artificial Neural Networks, 2012

2011

A Software System for the Microbial Source Tracking Problem.

David Sánchez-Mendoza, Lluís A. Belanche Muñoz, Anicet R. Blanch

Proceedings of the Second Workshop on Applications of Pattern Analysis, 2011

Review and Evaluation of Feature Selection Algorithms in Synthetic Problems

Lluís A. Belanche Muñoz, Félix Fernando González-Navarro

CoRR, 2011

Predicting Software Anomalies Using Machine Learning Techniques.

Javier Alonso, Lluís Belanche, Dimiter R. Avresky

Proceedings of The Tenth IEEE International Symposium on Networking Computing and Applications, 2011

Things to Know about a (dis)similarity Measure.

Lluís Belanche, Jorge Orozco

Proceedings of the Knowledge-Based and Intelligent Information and Engineering Systems, 2011

Feature Selection for the Prediction and Visualization of Brain Tumor Types Using Proton Magnetic Resonance Spectroscopy Data.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Proceedings of the Computational Intelligence Methods for Bioinformatics and Biostatistics, 2011

2010

Feature and model selection with discriminatory visualization for diagnostic classification of brain tumors.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Enrique Romero, Alfredo Vellido, Margarida Julià-Sapé, Carles Arús

Neurocomputing, 2010

Exploiting the Accumulated Evidence for Gene Selection in Microarray Gene Expression Data.

Gabriel Prat-Masramon, Lluís A. Belanche Muñoz

Proceedings of the ECAI 2010, 2010

Differentiation of Glioblastomas and Metastases using 1H-MRS spectral data.

Fernando González, Lluís Belanche

Proceedings of the International Conference on Bioinformatics & Computational Biology, 2010

2009

Learning in Feed-Forward Artificial Neural Networks II.

Lluís A. Belanche Muñoz

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Learning in Feed-Forward Artificial Neural Networks I.

Lluís A. Belanche Muñoz

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Feed-Forward Artificial Neural Network Basics.

Lluís A. Belanche Muñoz

Proceedings of the Encyclopedia of Artificial Intelligence (3 Volumes), 2009

Outlier exploration and diagnostic classification of a multi-centre ¹H-MRS brain tumour database.

Alfredo Vellido, Enrique Romero, Félix Fernando González-Navarro, Lluís A. Belanche Muñoz, Margarida Julià-Sapé, Carles Arús

Neurocomputing, 2009

An experimental study on methods for the selection of basis functions in regression.

Ignacio Barrio, Enrique Romero, Lluís Belanche

Neurocomputing, 2009

Gene subset selection in microarray data using entropic filtering for cancer classification.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Expert Syst. J. Knowl. Eng., 2009

Remainder Subset Awareness for Feature Subset Selection.

Gabriel Prat-Masramon, Lluís A. Belanche Muñoz

Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

A kernel extension to handle missing data.

Guillermo Nebot-Troyano, Lluís A. Belanche Muñoz

Proceedings of the Research and Development in Intelligent Systems XXVI, 2009

2008

Modeling Heterogeneous Data Sets with Neural Networks.

Lluís A. Belanche Muñoz

Proceedings of the Innovations in Hybrid Intelligent Systems, 2008

On the design of metric relations.

Lluís Belanche, Jorge Orozco

J. Convergence Inf. Technol., 2008

Machine learning methods for microbial source tracking.

Lluís A. Belanche Muñoz, Anicet R. Blanch

Environ. Model. Softw., 2008

Feature Selection in in vivo1H-MRS Single Voxel Spectra.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Proceedings of the Knowledge-Based Intelligent Information and Engineering Systems, 2008

Feature Selection in Proton Magnetic Resonance Spectroscopy for Brain Tumor Classification.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Proceedings of the 16th European Symposium on Artificial Neural Networks, 2008

2007

Similarity-based Heterogeneous Neural Networks.

Lluís A. Belanche Muñoz, Julio Jose Valdes Ramos

Eng. Lett., 2007

Search Strategies Guided by the Evidence for the Selection of Basis Functions in Regression.

Ignacio Barrio, Enrique Romero, Lluís Belanche

Proceedings of the International Joint Conference on Neural Networks, 2007

Effective Learning with Heterogeneous Neural Networks.

Lluís A. Belanche Muñoz

Proceedings of the Neural Information Processing, 14th International Conference, 2007

A Thermodynamical Search Algorithm for Feature Subset Selection.

Félix Fernando González-Navarro, Lluís A. Belanche Muñoz

Proceedings of the Neural Information Processing, 14th International Conference, 2007

Incremental and Decremental Learning for Linear Support Vector Machines.

Enrique Romero, Ignacio Barrio, Lluís Belanche

Proceedings of the Artificial Neural Networks, 2007

Extended Linear Models with Gaussian Prior on the Parameters and Adaptive Expansion Vectors.

Ignacio Barrio, Enrique Romero, Lluís Belanche

Proceedings of the Artificial Neural Networks, 2007

Selection of Basis Functions Guided by the L2 Soft Margin.

Ignacio Barrio, Enrique Romero, Lluís Belanche

Proceedings of the Artificial Neural Networks, 2007

Distance-Based Kernels for Real-Valued Data.

Lluís Belanche, Juan Luis Vázquez, Miguel Vázquez

Proceedings of the Data Analysis, Machine Learning and Applications, 2007

2006

On the selection of hidden neurons with heuristic search strategies for approximation.

Ignacio Barrio, Enrique Romero, Lluís A. Belanche Muñoz

Proceedings of the 14th European Symposium on Artificial Neural Networks, 2006

2004

On aggregation operators of transitive similarity and dissimilarity relations.

Jorge Orozco, Lluís Belanche

Proceedings of the IEEE International Conference on Fuzzy Systems, 2004

2002

Evolutionary Optimization of Heterogeneous Problems.

Lluís A. Belanche Muñoz

Proceedings of the Parallel Problem Solving from Nature, 2002

Feature Selection Algorithms: A Survey and Experimental Evaluation.

Luis Carlos Molina, Lluís Belanche, Àngela Nebot

Proceedings of the 2002 IEEE International Conference on Data Mining (ICDM 2002), 2002

Evaluating Feature Selection Algorithms.

Luis Carlos Molina, Lluís Belanche, Àngela Nebot

Proceedings of the Topics in Artificial Intelligence, 5th Catalonian Conference on AI, 2002

2001

Heterogeneous Kohonen Networks.

Sergio Negri, Lluís Belanche

Proceedings of the Connectionist Models of Neurons, 2001

2000

Heterogeneous neural networks: theory and applications.

Lluís A. Belanche Muñoz

PhD thesis, 2000

Fuzzy heterogeneous neurons for imprecise classification problems.

Julio J. Valdés, Lluís A. Belanche Muñoz, René Alquézar

Int. J. Intell. Syst., 2000

Prediction of the bulking phenomenon in wastewater treatment plants.

Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi Rodríguez-Roda, Manel Poch

Artif. Intell. Eng., 2000

Similarity-based Heterogeneous Neuron Models.

Lluís A. Belanche Muñoz

Proceedings of the ECAI 2000, 2000

Heterogeneous Neuron Models Based on Similarity.

Lluís A. Belanche Muñoz

Proceedings of the Seventeenth National Conference on Artificial Intelligence and Twelfth Conference on on Innovative Applications of Artificial Intelligence, July 30, 2000

1999

Towards a model of input-output behaviour os wastewater treatment plants using soft computing techniques.

Lluís A. Belanche Muñoz, Julio J. Valdés, Joaquim Comas, Ignasi R.-Roda, Manel Poch

Environ. Model. Softw., 1999

Fuzzy Inputs and Missing Data in Similarity-Based Heterogeneous Neural Networks.

Lluís Belanche, Julio J. Valdés

Proceedings of the Engineering Applications of Bio-Inspired Artificial Neural Networks, 1999

1992

A Knowledge-based System for the Diagnosis of Waste-Water Treatment Plants.

Lluís Belanche, Miquel Sànchez-Marrè, Ulises Cortés, Pau Serra

Proceedings of the Industrial and Engineering Applications of Artificial Intelligence and Expert Systems, 1992

1991

The Nought Attributes in Knowledge-Based Systems.

Lluís Belanche, Ulises Cortés

Proceedings of the European Workshop on the Verification and Validation of Knowledge-Based Systems, 1991