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InicioPersonalDirectorioHighly Cited ResearcherJosé Manuel Benítez Sánchez

José Manuel Benítez Sánchez

Highly Cited Researcher

Universidad de Granada

Publicaciones

A Combined Approach Using T2*-Weighted Dynamic Susceptibility Contrast MRI Perfusion Parameters and Radiomics to Differentiate Between Radionecrosis and Glioma Progression: A Proof-of-Concept Study
AUTHORS: José Pablo Martínez-Barbero; Francisco Javier Pérez García; David López Cornejo; Marta García Cerezo; Paula María Jiménez Gutiérrez; Luis Balderas Ruiz; Miguel Lastra; Antonio Arauzo-Azofra; Jose M. Benitez; Antonio Jesús Láinez Ramos-Bossini

Life

  • 2025
  • journal-article
A Green AI Methodology Based on Persistent Homology for Compressing BERT
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Applied Sciences

  • 2025
  • journal-article
Efficacy of Percutaneous Vertebroplasty Versus Placebo and Conservative Treatment in Osteoporotic Vertebral Fractures: An Updated Systematic Review and Meta-Analysis of Randomized Clinical Trials

Diagnostics

  • 2025
  • journal-article
Factors Influencing the Development of Metachronous Fractures in Patients with Osteoporotic Vertebral Fractures Treated with Conservative Management or Vertebroplasty
AUTHORS: Fernando Ruiz Santiago; Lucía Bueno Caravaca; Francisco Garrido Sanz; Paula María Jiménez Gutiérrez; David Luengo Gómez; Mario Rivera Izquierdo; José Manuel Benítez; Antonio Jesús Láinez Ramos-Bossini

Diagnostics

  • 2025
  • journal-article
The Value of Cerebral Blood Volume Derived from Dynamic Susceptibility Contrast Perfusion MRI in Predicting IDH Mutation Status of Brain Gliomas—A Systematic Review and Meta-Analysis
AUTHORS: José Pablo Martínez Barbero; Francisco Javier Pérez García; Paula María Jiménez Gutiérrez; Marta García Cerezo; David López Cornejo; Gonzalo Olivares Granados; José Manuel Benítez; Antonio Jesús Láinez Ramos-Bossini

Diagnostics

  • 2025
  • journal-article
A Comparative Analysis of International Classification Systems to Predict the Risk of Collapse in Single-Level Osteoporotic Vertebral Fractures
AUTHORS: Antonio Jesús Láinez Ramos-Bossini; Paula María Jiménez Gutiérrez; David Luengo Gómez; Mario Rivera Izquierdo; José Manuel Benítez; Fernando Ruiz Santiago

Diagnostics

  • 2024
  • journal-article
An Efficient Green AI Approach to Time Series Forecasting Based on Deep Learning
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Big Data and Cognitive Computing

  • 2024
  • journal-article
Optimizing Convolutional Neural Network Architectures
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Mathematics

  • 2024
  • journal-article
Optimizing dense feed-forward neural networks
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez

Neural Networks

  • 2024
  • journal-article
Complexity measures and features for times series classification
AUTHORS: Francisco J. Baldán; José M. Benítez

Expert Systems with Applications

  • 2023
  • journal-article
Semantic of Cloud Computing services for Time Series workflows
AUTHORS: Parra, M.; Baldán, F.J.; Atemezing, G.; Benítez, J.M.

arXiv

  • 2022
  • other
Multivariate times series classification through an interpretable representation
AUTHORS: Baldán, F.J.; Benítez, J.M.

Information Sciences

  • 2021
  • journal-article
SCMFTS: Scalable and Distributed Complexity Measures and Features for Univariate and Multivariate Time Series in Big Data Environments
AUTHORS: Baldán, F.J.; Peralta, D.; Saeys, Y.; Benítez, J.M.

International Journal of Computational Intelligence Systems

  • 2021
  • journal-article
The influence of limb role, direction of movement and limb dominance on movement strategies during block jump-landings in volleyball
AUTHORS: Mercado-Palomino, E.; Aragón-Royón, F.; Richards, J.; Benítez, J.M.; Ureña Espa, A.

Scientific Reports

  • 2021
  • journal-article
Ability to Predict Side-Out Performance by the Setter’s Action Range with First Tempo Availability in Top European Male and Female Teams
AUTHORS: Antonio Millán-Sánchez; Manuel J. Parra-Royón; Jose M. Benitez; Aurelio Ureña Espa

International Journal of Environmental Research and Public Health

  • 2020
  • journal-article
Can kinematic and kinetic differences between planned and unplanned volleyball block jump-landings be associated with injury risk factors?
AUTHORS: Mercado-Palomino, E.; Richards, J.; Molina-Molina, A.; Benítez, J.M.; Ureña Espa, A.

Gait and Posture

  • 2020
  • journal-article
Complexity measures and features for times series classification
AUTHORS: Baldán, F.J.; Benítez, J.M.

arXiv

  • 2020
  • other
FSINR: An exhaustive package for feature selection
AUTHORS: Aragón-Royón, F.; Jiménez-Vílchez, A.; Arauzo-Azofra, A.; Benítez, J.M.

arXiv

  • 2020
  • other
Multivariable times series classification through an interpretable representation
AUTHORS: Baldán, F.J.; Benítez, J.M.

arXiv

  • 2020
  • other
Overall quality optimization for DQM stage in High Energy Physics experiments
AUTHORS: Benekos, N.; Parra-Royon, M.; Benitez, J.M.

Journal of Physics: Conference Series

  • 2020
  • conference-paper
Semantics of Data Mining Services in Cloud Computing

IEEE Transactions on Services Computing

  • 2020
  • journal-article
Delivering data mining services in cloud computing
AUTHORS: Parra-Royon, M.; Benitez, J.M.

Proceedings - 2019 IEEE World Congress on Services, SERVICES 2019

  • 2019
  • conference-paper
Distributed FastShapelet Transform: a Big Data time series classification algorithm
AUTHORS: Baldán, F.J.; Benítez, J.M.

Information Sciences

  • 2019
  • journal-article
Fuzzy systems-as-a-service in cloud computing
AUTHORS: Parra-Royon, M.; Benítez, J.M.

International Journal of Computational Intelligence Systems

  • 2019
  • journal-article
A distributed evolutionary multivariate discretizer for Big Data processing on Apache Spark
AUTHORS: Ramírez-Gallego, S.; García, S.; Benítez, J.M.; Herrera, F.

Swarm and Evolutionary Computation

  • 2018
  • journal-article
A forecasting methodology for workload forecasting in cloud systems
AUTHORS: Baldan, F.J.; Ramirez-Gallego, S.; Bergmeir, C.; Herrera, F.; Benitez, J.M.

IEEE Transactions on Cloud Computing

  • 2018
  • journal-article
A proposal for the specification of data mining services in cloud computing
AUTHORS: Parra-Royon, M.; Benitez, J.M.

CLOSER 2018 - Proceedings of the 8th International Conference on Cloud Computing and Services Science

  • 2018
  • conference-paper
An Information Theory-Based Feature Selection Framework for Big Data under Apache Spark
AUTHORS: Ramirez-Gallego, S.; Mourino-Talin, H.; Martinez-Rego, D.; Bolon-Canedo, V.; Benitez, J.M.; Alonso-Betanzos, A.; Herrera, F.

IEEE Transactions on Systems, Man, and Cybernetics: Systems

  • 2018
  • journal-article
Fault detection based on time series modeling and multivariate statistical process control
AUTHORS: Sánchez-Fernández, A.; Baldán, F.J.; Sainz-Palmero, G.I.; Benítez, J.M.; Fuente, M.J.

Chemometrics and Intelligent Laboratory Systems

  • 2018
  • journal-article
Linguistic OWA and two time-windows based fault identification in wide plants
AUTHORS: Sánchez-Fernández, A.; Sainz-Palmero, G.I.; Benítez, J.M.; Fuente, M.J.

Computers and Chemical Engineering

  • 2018
  • journal-article
Multiobjective Optimization for Railway Maintenance Plans
AUTHORS: Peralta, D.; Bergmeir, C.; Krone, M.; Galende, M.; Menéndez, M.; Sainz-Palmero, G.I.; Martinez Bertrand, C.; Klawonn, F.; Benitez, J.M.

Journal of Computing in Civil Engineering

  • 2018
  • journal-article
On the use of convolutional neural networks for robust classification of multiple fingerprint captures
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Saeys, Y.; Benitez, J.M.; Herrera, F.

International Journal of Intelligent Systems

  • 2018
  • journal-article
Self-labeling techniques for semi-supervised time series classification: an empirical study

Knowledge and Information Systems

  • 2018
  • journal-article
Distributed incremental fingerprint identification with reduced database penetration rate using a hierarchical classification based on feature fusion and selection
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Saeys, Y.; Benitez, J.M.; Herrera, F.

Knowledge-Based Systems

  • 2017
  • journal-article
Fast-mRMR: Fast Minimum Redundancy Maximum Relevance Algorithm for High-Dimensional Big Data
AUTHORS: Ramírez-Gallego, S.; Lastra, I.; Martínez-Rego, D.; Bolón-Canedo, V.; Benítez, J.M.; Herrera, F.; Alonso-Betanzos, A.

International Journal of Intelligent Systems

  • 2017
  • journal-article
Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks
AUTHORS: Peralta, D.; García, S.; Benitez, J.M.; Herrera, F.

Information Sciences

  • 2017
  • journal-article
Nearest neighbor classification for high-speed big data streams using spark
AUTHORS: Ramírez-Gallego, S.; Krawczyk, B.; García, S.; Wózniak, M.; Benítez, J.M.; Herrera, F.

IEEE Transactions on Systems, Man, and Cybernetics: Systems

  • 2017
  • journal-article
On the use of convolutional neural networks for robust classification of multiple fingerprint captures
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Saeys, Y.; Benitez, J.M.; Herrera, F.

arXiv

  • 2017
  • other
Open Calculator for Environmental and Social Footprints of Rail Infrastructures
AUTHORS: Barrientos, Francisco; Sainz, Gregorio; Moral, Alberto; Parra, Manuel; Benitez, Jose M.; Rodriguez, Jorge; Martinez, Carlos; Campo, Francisco; Carnerero, Ruben

Advances and New Trends in Environmental Informatics: Stability, Continuity, Innovation

  • 2017
  • book-chapter
SMOTE-GPU: Big Data preprocessing on commodity hardware for imbalanced classification
AUTHORS: Gutierrez, Pablo D.; Lastra, Miguel; Benitez, Jose M.; Herrera, Francisco

Progress in Artificial Intelligence

  • 2017
  • journal-article
Bagging exponential smoothing methods using STL decomposition and Box-Cox transformation
AUTHORS: Bergmeir, C.; Hyndman, R.J.; Benítez, J.M.

International Journal of Forecasting

  • 2016
  • journal-article
Data discretization: Taxonomy and big data challenge
AUTHORS: Ramírez-Gallego, S.; García, S.; Mouriño-Talín, H.; Martínez-Rego, D.; Bolón-Canedo, V.; Alonso-Betanzos, A.; Benítez, J.M.; Herrera, F.

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

  • 2016
  • journal-article
Development of a Smart Framework Based on Knowledge to Support Infrastructure Maintenance Decisions in Railway Corridors
AUTHORS: Menéndez, M.; Martínez, C.; Sanz, G.; Benitez, J.M.

Transportation Research Procedia

  • 2016
  • conference-paper
DPD-DFF: A dual phase distributed scheme with double fingerprint fusion for fast and accurate identification in large databases
AUTHORS: Peralta, D.; Triguero, I.; García, S.; Herrera, F.; Benitez, J.M.

Information Fusion

  • 2016
  • journal-article
GPU-SME-kNN: Scalable and memory efficient kNN and lazy learning using GPUs
AUTHORS: Gutiérrez, P.D.; Lastra, M.; Bacardit, J.; Benítez, J.M.; Herrera, F.

Information Sciences

  • 2016
  • journal-article
Memetic Algorithms with Local Search Chains in R: The Rmalschains Package

Journal of Statistical Software

  • 2016
  • journal-article
Multivariate Discretization Based on Evolutionary Cut Points Selection for Classification
AUTHORS: Ramírez-Gallego, S.; García, S.; Benítez, J.M.; Herrera, F.

IEEE Transactions on Cybernetics

  • 2016
  • journal-article
On the stopping criteria for k-Nearest Neighbor in positive unlabeled time series classification problems

Information Sciences

  • 2016
  • journal-article
Relationship between middle hitter and setter’s position and its influence on the attack zone in elite men’s volleyball
AUTHORS: Sapena Peiro, Ma Isabel; Parra, Manuel; Leon, Julia; Fradua, Luis; Benitez, Jose M.; Urena, Aurelio

International Journal of Performance Analysis in Sport

  • 2016
  • journal-article
Relationship between middle hitter and setter’s position and its influence on the attack zone in elite men’s volleyball
AUTHORS: Sapena Peiró, M.I.; Parra, M.; León, J.; Fradua, L.; Benítez, J.M.; Ureña, A.

International Journal of Performance Analysis in Sport

  • 2016
  • journal-article
A high performance memetic algorithm for extremely high-dimensional problems

Information Sciences

  • 2015
  • journal-article
A MapReduce Approach to Address Big Data Classification Problems Based on the Fusion of Linguistic Fuzzy Rules
AUTHORS: del Río, S.; López, V.; Benítez, J.M.; Herrera, F.

International Journal of Computational Intelligence Systems

  • 2015
  • journal-article
A survey of fingerprint classification Part I: Taxonomies on feature extraction methods and learning models
AUTHORS: Galar, M.; Derrac, J.; Peralta, D.; Triguero, I.; Paternain, D.; Lopez-Molina, C.; García, S.; Benítez, J.M.; Pagola, M.; Barrenechea, E.; Bustince, H.; Herrera, F.

Knowledge-Based Systems

  • 2015
  • journal-article
A survey of fingerprint classification Part II: Experimental analysis and ensemble proposal
AUTHORS: Galar, M.; Derrac, J.; Peralta, D.; Triguero, I.; Paternain, D.; Lopez-Molina, C.; García, S.; Benítez, J.M.; Pagola, M.; Barrenechea, E.; Bustince, H.; Herrera, F.

Knowledge-Based Systems

  • 2015
  • journal-article
A survey on fingerprint minutiae-based local matching for verification and identification: Taxonomy and experimental evaluation
AUTHORS: Peralta, D.; Galar, M.; Triguero, I.; Paternain, D.; García, S.; Barrenechea, E.; Benítez, J.M.; Bustince, H.; Herrera, F.

Information Sciences

  • 2015
  • journal-article
Analysis of Data Preprocessing Increasing the Oversampling Ratio for Extremely Imbalanced Big Data Classification
AUTHORS: Rio, S.D.; Benitez, J.M.; Herrera, F.

Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015

  • 2015
  • conference-paper
Cost-sensitive linguistic fuzzy rule based classification systems under the MapReduce framework for imbalanced big data
AUTHORS: López, V.; Del Río, S.; Benítez, J.M.; Herrera, F.

Fuzzy Sets and Systems

  • 2015
  • journal-article
Distributed Entropy Minimization Discretizer for Big Data Analysis under Apache Spark
AUTHORS: Ramirez-Gallego, S.; Garcia, S.; Mourino-Talin, H.; Martinez-Rego, D.; Bolon-Canedo, V.; Alonso-Betanzos, A.; Benitez, J.M.; Herrera, F.

Proceedings - 14th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, TrustCom 2015

  • 2015
  • conference-paper
Evolutionary Feature Selection for Big Data Classification: A MapReduce Approach
AUTHORS: Peralta, D.; Del Río, S.; Ramírez-Gallego, S.; Triguero, I.; Benitez, J.M.; Herrera, F.

Mathematical Problems in Engineering

  • 2015
  • journal-article
Fast fingerprint identification using GPUs
AUTHORS: Lastra, M.; Carabaño, J.; Gutiérrez, P.D.; Benítez, J.M.; Herrera, F.

Information Sciences

  • 2015
  • journal-article
frbs: Fuzzy rule-based systems for classication and regression in R
AUTHORS: Riza, L.S.; Bergmeir, C.; Herrera, F.; Benítez, J.M.

Journal of Statistical Software

  • 2015
  • journal-article
frbs: Fuzzy Rule-Based Systems for Classification and Regression in R
AUTHORS: Septem Riza, Lala; Bergmeir, Christoph; Herrera, Francisco; Manuel Benitez, Jose

Journal of Statistical Software

  • 2015
  • journal-article
frbs: Fuzzy rule-based systems for classification and regression in R
AUTHORS: Riza, L.S.; Bergmeir, C.; Herrera, F.; Benítez, J.M.

Journal of Statistical Software

  • 2015
  • journal-article
ROSEFW-RF: The winner algorithm for the ECBDL’14 big data competition: An extremely imbalanced big data bioinformatics problem
AUTHORS: Triguero, I.; Del Río, S.; López, V.; Bacardit, J.; Benítez, J.M.; Herrera, F.

Knowledge-Based Systems

  • 2015
  • journal-article
A review of microarray datasets and applied feature selection methods
AUTHORS: Bolón-Canedo, V.; Sánchez-Maroño, N.; Alonso-Betanzos, A.; Benítez, J.M.; Herrera, F.

Information Sciences

  • 2014
  • journal-article
Big Data with Cloud Computing: An insight on the computing environment, MapReduce, and programming frameworks

Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

  • 2014
  • journal-article
E-learning and educational data mining in cloud computing: an overview

International Journal of Learning Technology

  • 2014
  • journal-article
Fast fingerprint identification for large databases
AUTHORS: Peralta, D.; Triguero, I.; Sanchez-Reillo, R.; Herrera, F.; Benitez, J.M.

Pattern Recognition

  • 2014
  • journal-article
Implementing algorithms of rough set theory and fuzzy rough set theory in the R package «roughSets»

Information Sciences

  • 2014
  • journal-article
Learning from data using the R package «fRBS»

IEEE International Conference on Fuzzy Systems

  • 2014
  • conference-paper
Learning from Data Using the R Package «frbs»
AUTHORS: Septem Riza, Lala; Bergmeir, Christoph; Herrera, Francisco; Manuel Benitez, Jose; IEEE

2014 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

  • 2014
  • book-chapter
Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms
AUTHORS: Peralta, D.; Galar, M.; Triguero, I.; Miguel-Hurtado, O.; Benitez, J.M.; Herrera, F.

Engineering Applications of Artificial Intelligence

  • 2014
  • journal-article
On the use of MapReduce for imbalanced big data using Random Forest
AUTHORS: Del Río, S.; López, V.; Benítez, J.M.; Herrera, F.

Information Sciences

  • 2014
  • journal-article
On the use of MapReduce to build Linguistic Fuzzy Rule Based Classification Systems for Big Data
AUTHORS: Lopez, Victoria; del Rio, Sara; Manuel Benitez, Jose; Herrera, Francisco; IEEE

2014 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

  • 2014
  • book-chapter
On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data
AUTHORS: López, V.; Del Río, S.; Benítez, J.M.; Herrera, F.

IEEE International Conference on Fuzzy Systems

  • 2014
  • conference-paper
On the usefulness of cross-validation for directional forecast evaluation

Computational Statistics and Data Analysis

  • 2014
  • journal-article
Special issue: Advances in learning schemes for function approximation
AUTHORS: Corchado, E.; Abraham, A.; Gutiérrez, P.A.; Benítez, J.M.; Ventura, S.

Neurocomputing

  • 2014
  • journal-article
A high performance fingerprint matching system for large databases based on GPU
AUTHORS: Gutierrez, P.D.; Lastra, M.; Herrera, F.; Benitez, J.M.

IEEE Transactions on Information Forensics and Security

  • 2013
  • journal-article
An Overview on the Structure and Applications for Business Intelligence and Data Mining in Cloud Computing

7TH INTERNATIONAL CONFERENCE ON KNOWLEDGE MANAGEMENT IN ORGANIZATIONS: SERVICE AND CLOUD COMPUTING

  • 2013
  • journal-article
An Overview on the Structure and Applications for Business Intelligence and Data Mining in Cloud Computing
AUTHORS: Fernandez, A.; del Rio, S.; Herrera, F.; Benitez, J. M.; Uden, L; Herrera, F; Perez, JB; Rodriguea, JMC

7th International Conference on Knowledge Management in Organizations: Service and Cloud Computing

  • 2013
  • journal-article
FRASel: A consensus of feature ranking methods for time series modelling
AUTHORS: García-Pajares, R.; Benítez, J.M.; Sainz-Palmero, G.I.

Soft Computing

  • 2013
  • journal-article
Introduction

Integrated Computer-Aided Engineering

  • 2013
  • journal-article
An Overview of E-Learning in Cloud Computing

Advances in Intelligent Systems and Computing

  • 2012
  • journal-article
An Overview of E-Learning in Cloud Computing
AUTHORS: Fernandez, A.; Peralta, D.; Herrera, F.; Benitez, J. M.; Uden, L; Rodriguez, ESC; Santana, JFD; DeLaPrieta, F

Workshop on Learning Technology For Education in Cloud (Ltec'12)

  • 2012
  • journal-article
Financial time series forecasting with a bio-inspired fuzzy model
AUTHORS: Aznarte, J. L.; Alcala-Fdez, J.; Arauzo-Azofra, A.; Benitez, J. M.

Expert Systems with Applications

  • 2012
  • journal-article
Neural Networks in R Using the Stuttgart Neural Network Simulator: RSNNS
AUTHORS: Bergmeir, Christoph; Benitez, Jose M.

Journal of Statistical Software

  • 2012
  • journal-article
Neural networks in R using the Stuttgart neural network simulator: RSNNS
AUTHORS: Bergmeir, C.; Benítez, J.M.

Journal of Statistical Software

  • 2012
  • journal-article
On the use of cross-validation for time series predictor evaluation

Information Sciences

  • 2012
  • journal-article
Optimization of Neuro-Coefficient Smooth Transition Autoregressive Models Using Differential Evolution
AUTHORS: Bergmeir, C.; Triguero, I.; Velasco, F.; Benitez, J. M.

Hybrid Artificial Intelligent Systems, Pt I

  • 2012
  • book-chapter
Segmentation of cervical cell nuclei in high-resolution microscopic images: A new algorithm and a web-based software framework

Computer Methods and Programs in Biomedicine

  • 2012
  • journal-article
Special issue on «New Trends in Data Mining» NTDM
AUTHORS: Benitez, J. M.; Garcia-Pedrajas, Nicolas; Herrera, Francisco

Knowledge-Based Systems

  • 2012
  • journal-article
Time series modeling and forecasting using memetic algorithms for regime-switching models

IEEE Transactions on Neural Networks and Learning Systems

  • 2012
  • journal-article
A test for the homoscedasticity of the residuals in fuzzy rule-based forecasters

Applied Intelligence

  • 2011
  • journal-article
Empirical study of feature selection methods based on individual feature evaluation for classification problems
AUTHORS: Arauzo-Azofra, A.; Aznarte, J.L.; Benítez, J.M.

Expert Systems with Applications

  • 2011
  • journal-article
Forecaster performance evaluation with cross-validation and variants

International Conference on Intelligent Systems Design and Applications, ISDA

  • 2011
  • conference-paper
FUZZY AUTOREGRESSIVE RULES: TOWARDS LINGUISTIC TIME SERIES MODELING
AUTHORS: Luis Aznarte, Jose; Alcala-Fdez, Jesus; Arauzo, Antonio; Manuel Benitez, Jose

Econometric Reviews

  • 2011
  • journal-article
Guest editorial: Special issue on «Intelligent Systems, Design and Applications (ISDA’2009)»
AUTHORS: Benítez, J.M.; Senatore, S.; Abraham, A.

Soft Computing

  • 2011
  • journal-article
Introducing attribute risk for retrieval in case-based reasoning
AUTHORS: Castro, J.L.; Navarro, M.; Sánchez, J.M.; Zurita, J.M.

Knowledge-Based Systems

  • 2011
  • journal-article
A fuzzy expert system for business management
AUTHORS: Arias-Aranda, D.; Castro, J.L.; Navarro, M.; Sánchez, J.M.; Zurita, J.M.

Expert Systems with Applications

  • 2010
  • journal-article
Equivalences between neural-autoregressive time series models and fuzzy systems
AUTHORS: Aznarte, J.L.; Benítez, J.M.

IEEE Transactions on Neural Networks

  • 2010
  • journal-article
Linearity testing for fuzzy rule-based models
AUTHORS: Aznarte, J.L.; Medeiros, M.C.; Benítez, J.M.

Fuzzy Sets and Systems

  • 2010
  • journal-article
On the Use of Distributed Genetic Algorithms for the Tuning of Fuzzy Rule Based-Systems
AUTHORS: Robles, I.; Alcala, R.; Benitez, J. M.; Herrera, F.

Parallel and Distributed Computational Intelligence

  • 2010
  • book-chapter
Segmentation of cervical cell images using mean-shift filtering and morphological operators

Progress in Biomedical Optics and Imaging - Proceedings of SPIE

  • 2010
  • conference-paper
Testing for Heteroskedasticity of the Residuals in Fuzzy Rule-Based Models
AUTHORS: Aznarte M, Jose Luis; Benitez, Jose M.; GarciaPedrajas, N; Herrera, F; Fyfe, C; Benitez, JM; Ali, M

Trends in Applied Intelligent Systems, Pt Ii, Proceedings

  • 2010
  • journal-article
Testing for remaining autocorrelation of the residuals in the framework of fuzzy rule-based time series modelling
AUTHORS: Aznarte, J.L.; Medeiros, M.C.; Benítez, J.M.

International Journal of Uncertainty, Fuzziness and Knowlege-Based Systems

  • 2010
  • journal-article
Distributed Genetic Tuning of Fuzzy Rule-Based Systems
AUTHORS: Robles, Ignacio; Alcala, Rafael; Manuel Benitez, Jose; Herrera, Francisco; Carvalho, JP; Kaymak, DU; Sousa, JMC

Proceedings of the Joint 2009 International Fuzzy Systems Association World Congress and 2009 European Society of Fuzzy Logic and Technology Conference

  • 2009
  • journal-article
Distributed genetic tuning of fuzzy rule-based systems
AUTHORS: Robles, I.; Alcalá, R.; Benítez, J.M.; Herrera, F.

2009 International Fuzzy Systems Association World Congress and 2009 European Society for Fuzzy Logic and Technology Conference, IFSA-EUSFLAT 2009 - Proceedings

  • 2009
  • conference-paper
Empirical study of individual feature evaluators and cutting criteria for feature selection in classification
AUTHORS: Arauzo-Azofra, A.; Aznarte, J.L.M.; Benítez, J.M.

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

  • 2009
  • conference-paper
Evolutionary parallel and gradually distributed lateral tuning of fuzzy rule-based systems
AUTHORS: Robles, I.; Alcalá, R.; Benítez, J.M.; Herrera, F.

Evolutionary Intelligence

  • 2009
  • journal-article
Loss and gain functions for CBR retrieval
AUTHORS: Castro, J.L.; Navarro, M.; Sánchez, J.M.; Zurita, J.M.

Information Sciences

  • 2009
  • journal-article
Testing for Serial Independence of the Residuals in the Framework of Fuzzy Rule-based Time Series Modeling
AUTHORS: Aznarte M, Jose Luis; Arauzo, Antonio; Benitez Sanchez, Jose Manuel; IEEE

2009 9th International Conference on Intelligent Systems Design and Applications

  • 2009
  • book-chapter
Testing for serial independence of the residuals in the framework of fuzzy rule-based time series modeling
AUTHORS: Aznarte M, J.L.; Arauzo, A.; Sánchez, J.M.B.

ISDA 2009 - 9th International Conference on Intelligent Systems Design and Applications

  • 2009
  • conference-paper
An automatic method to assign local risk
AUTHORS: Castro, J.L.; Navarro, M.; Sánchez, J.M.; Zurita, J.M.

MCCSIS'08 - IADIS Multi Conference on Computer Science and Information Systems; Proceedings of Intelligent Systems and Agents 2008

  • 2008
  • conference-paper
Artificial neural network-based equation for estimating VO2max from the 20 m shuttle run test in adolescents
AUTHORS: Ruiz, J.R.; Ramirez-Lechuga, J.; Ortega, F.B.; Castro-Piñero, J.; Benitez, J.M.; Arauzo-Azofra, A.; Sanchez, C.; Sjöström, M.; Castillo, M.J.; Gutierrez, A.; Zabala, M.

Artificial Intelligence in Medicine

  • 2008
  • journal-article
Consistency measures for feature selection
AUTHORS: Arauzo-Azofra, A.; Benitez, J.M.; Castro, J.L.

Journal of Intelligent Information Systems

  • 2008
  • journal-article
Empirical study of feature selection methods in classification
AUTHORS: Araúzo-Azofra, A.; Benítez, J.M.

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

  • 2008
  • conference-paper
Feature Selection for time series forecasting: A case study
AUTHORS: Pajares, R.G.; Benítez, J.M.; Palmero, G.S.

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

  • 2008
  • conference-paper
Use of Artificial Neural Network-based Equation for estimating VO2max in adolescents
AUTHORS: Ramirez-Lechuga, J.; Ruiz, J. R.; Ortega, F. B.; Benitez, J. M.; Arauzo-Azofra, A.; Sanchez-Munoz, C.; Sjostrom, M.; Castillo, M. J.; Gutierrez, A.; Zabala, M.

Medicine and Science in Sports and Exercise

  • 2008
  • journal-article
Welcome from the HIS 2008 workshops and special session chair
AUTHORS: Benítez, J.M.

Proceedings - 8th International Conference on Hybrid Intelligent Systems, HIS 2008

  • 2008
  • conference-paper
Default reasoning with ontologies
AUTHORS: Castro, J.L.; Navarro, M.; Sanchez, J.M.; Zurita, J.M.

MCCSIS 2007 - IADIS Multi Conference on Computer Science and Information Systems - Proceedings of Intelligent Systems and Agents 2007, Interfaces and Human Computer Interaction 2007, Computer Graphics and Visualization 2007

  • 2007
  • conference-paper
Forecasting airborne pollen concentration time series with neural and neuro-fuzzy models
AUTHORS: Aznarte M., J.L.; Benítez Sánchez, J.M.; Lugilde, D.N.; de Linares Fernández, C.; de la Guardia, C.D.; Sánchez, F.A.

Expert Systems with Applications

  • 2007
  • journal-article
Smooth transition autoregressive models and fuzzy rule-based systems: Functional equivalence and consequences
AUTHORS: Aznarte M., Jose Luis; Manuel Benitez, Jose; Luis Castro, Juan

Fuzzy Sets and Systems

  • 2007
  • journal-article
Fuzzy pairwise multiclass support vector machines
AUTHORS: Puche, J. M.; Benitez, J. M.; Castro, J. L.; Mantas, C. J.; Gelbukh, A; ReyesGarcia, CA

MICAI 2006: Advances in Artificial Intelligence, Proceedings

  • 2006
  • book-chapter
On the identifiability of TSK additive fuzzy rule-based models
AUTHORS: Aznarte, Jose Luis; Benitez, Jose Manuel; Lawry, J; Miranda, E; Bugarin, A; Li, S; Gil, MA; Grzegorzewski, P; Hyrniewicz, O

Soft Methods for Integrated Uncertainty Modelling

  • 2006
  • book-chapter
Similarity local adjustment: Introducing attribute risk into the case
AUTHORS: Castro, J.L.; Navarro, M.; Sánchez, J.M.; Zurita, J.M.

Proceedings of the European and Mediterranean Conference on Information Systems, EMCIS 2006

  • 2006
  • conference-paper
Applying fuzzy logic to operations management research
AUTHORS: Arias, D.; Sánchez, J.M.; Zurita, J.M.

Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

  • 2005
  • conference-paper
Building fuzzy classifiers with pairwise multiclass support vector machines
AUTHORS: Benítez, J.M.; Castro, J.L.; Puche, J.M.

Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

  • 2005
  • conference-paper
Neuro-fuzzy prediction of airborne pollen concentrations
AUTHORS: Aznarte M., J.L.; Lugilde, D.N.; Benítez, J.M.; De Linares Fernández, C.

Proceedings - 4th Conference of the European Society for Fuzzy Logic and Technology and 11th French Days on Fuzzy Logic and Applications, EUSFLAT-LFA 2005 Joint Conference

  • 2005
  • conference-paper
Simplifying case retrieval in Case-Based Reasoning using ontologies
AUTHORS: Castro, J.L.; Sánchez, J.M.; Zurita, J.M.

Proceedings of the 9th IASTED International Conference on Artificial Intelligence and Soft Computing, ASC 2005

  • 2005
  • conference-paper
Fluorescence optosensor using an artificial neural network for screening of polycyclic aromatic hydrocarbons
AUTHORS: Fernández-Sánchez, J.F.; Segura Carretero, A.; Benítez-Sánchez, J.M.; Cruces-Blanco, C.; Fernández-Gutiérrez, A.

Analytica Chimica Acta

  • 2004
  • journal-article
Fuzzy Control of HVAC Systems Optimized by Genetic Algorithms

Applied Intelligence

  • 2003
  • journal-article
Multicriteria genetic tuning for the optimization and control of HVAC systems
AUTHORS: Alcala, R; Benitez, JM; Casillas, J; Castro, JL; Cordon, O; Gonzalez, A; Herrera, F; Perez, R; Yu, X; Kacprzyk, J

Applied Decision Support With Soft Computing

  • 2003
  • journal-article
Interpretation of artificial neural networks by means of fuzzy rules
AUTHORS: Castro, J.L.; Mantas, C.J.; Benítez, J.M.

IEEE Transactions on Neural Networks

  • 2002
  • journal-article
A neuro-fuzzy approach for feature selection
AUTHORS: Benítez, J.M.; Castro, J.L.; Mantas, C.J.; Rojas, F.

Annual Conference of the North American Fuzzy Information Processing Society - NAFIPS

  • 2001
  • conference-paper
A neuro-fuzzy approach for feature selection
AUTHORS: Benitez, JM; Castro, JL; Mantas, CJ; Rojas, F; Smith, MH; Gruver, WA; Hall, LO

Joint 9th Ifsa World Congress and 20th Nafips International Conference, Proceedings, Vols. 1-5

  • 2001
  • journal-article
Neural networks with a continuous squashing function in the output are universal approximators
AUTHORS: Castro, J.L.; Mantas, C.J.; Benítez, J.M.

Neural Networks

  • 2000
  • journal-article
Are artificial neural networks black boxes?
AUTHORS: Benítez, J.M.; Castro, J.L.; Requena, I.

IEEE Transactions on Neural Networks

  • 1997
  • journal-article
Asynchronously parallel Boltzmann machines mapped onto distributed-memory multiprocessors
AUTHORS: Benitez, JM; Ortega, J; Requena, I; Mira, J; Sandoval, F

From Natural To Artificial Neural Computation

  • 1995
  • book-chapter
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J.M.Benitez@decsai.ugr.es
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