Publicaciones

Leg Detection and Tracking for a Mobile Robot and Based on a Laser Device, Supervised Learning and Particle Filtering

AUTHORS: Eugenio Aguirre, Miguel Garcia-Silvente, Javier Plata

ROBOT2013: First Iberian Robotics Conference

2014
book-chapter

10.1007/978-3-319-03413-3_31

Leveraging localized social media insights for early warning systems

Procedia Computer Science

2014
conference-paper

10.1016/j.procs.2014.05.359

LI-MLC: A label inference methodology for addressing high dimensionality in the label space for multilabel classification

IEEE Trans. Neural Netw. Learning Syst.

2014
journal-article

10.1109/tnnls.2013.2296501

Linguistic majorities with difference in support

AUTHORS: Perez-Asurmendi, P.; Chiclana, F.

Applied Soft Computing

2014
journal-article

10.1016/j.asoc.2014.01.010

Low-dimensional visualization of experts’ preferences in urgent group decision making under uncertainty

AUTHORS: Palomares, I.; Martínez, L.

Procedia Computer Science

2014
conference-paper

10.1016/j.procs.2014.05.193

Managing Borderline and Noisy Examples in Imbalanced Classification by Combining SMOTE with Ensemble Filtering

AUTHORS: Sáez, JoséA; Luengo, Julián; Stefanowski, Jerzy; Herrera, Francisco

Intelligent Data Engineering and Automated Learning – IDEAL 2014

2014
book-chapter

10.1007/978-3-319-10840-7_8

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making

KNOWLEDGE-BASED SYSTEMS

2014
journal-article

{10.1016/j.knosys.2013.07.003}

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making

AUTHORS: Palomares, I.; Martínez, L.; Herrera, F.

Knowledge-Based Systems

2014
journal-article

10.1016/j.knosys.2013.07.003

Meta-Association Rules for Fusing Regular Association Rules from Different Databases

AUTHORS: Ruiz, M. Dolores; Gómez-Romero, Juan; Martín-Bautista, María J.; Sánchez, Daniel

17th International Conference on Information Fusion (Fusion 2014)

2014
conference-paper

METHODS TO INCREASE STUDENT ENGAGEMENT IN THE SUBJECT COMPUTER SCIENCE

AUTHORS: Perez, L. G.; Mata, F.; Garcia, A. L.; Martinez, C.; Porcel, C.

Edulearn14: 6th International Conference on Education and New Learning Technologies

2014
book-chapter

METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems

AUTHORS: Gacto, M. J.; Galende, M.; Alcala, R.; Herrera, F.

Information Sciences

2014
journal-article

10.1016/j.ins.2014.02.047

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

10.1016/j.engappai.2014.02.016

MLeNN: A first approach to heuristic multilabel undersampling

Intelligent Data Engineering and Automated Learning – IDEAL 2014

2014
other

10.1007/978-3-319-10840-7_1

MLeNN: A First Approach to Heuristic Multilabel Undersampling

AUTHORS: Charte, Francisco; Rivera, Antonio J.; del Jesus, Maria J.; Herrera, Francisco; Corchado, E; Lozano, JA; Quintian, H; Yin, H

Intelligent Data Engineering and Automated Learning - Ideal 2014

2014
book-chapter

Model-based probability of detection of pathologies in soft tissue

AUTHORS: Melchor, Juan; Rus, Guillermo; Bochud, Nicolas; Peralta, Laura; Chiachio, Juan; Chiachio, Manuel

Proceedings Iwbbio 2014: International Work-Conference on Bioinformatics and Biomedical Engineering, Vols 1 and 2

2014
journal-article

Modelos de Representación de Imprecisión e Incertidumbre en Fusión de Alto Nivel

AUTHORS: Gómez-Romero, Juan; García, Jesús; Molina, José Manuel

XVII Congreso Español sobre Tecnologías y Lógica Fuzzy (ESTYLF 2014)

2014
conference-paper

Multi-label learning: a review of the state of the art and ongoing research

AUTHORS: Gibaja, Eva; Ventura, Sebastian

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

2014
journal-article

10.1002/widm.1139

Multi-objective adaptive evolutionary strategy for tuning compilations

Neurocomputing

2014
journal-article

10.1016/j.neucom.2013.07.036

Multi-objective evolutionary algorithms for the design of grid-connected solar tracking systems

International Journal of Electrical Power and Energy Systems

2014
journal-article

10.1016/j.ijepes.2014.03.064

Multidimensional coincidence point results for compatible mappings in partially ordered fuzzy metric spaces

Fuzzy Sets and Systems

2014
journal-article

10.1016/j.fss.2013.10.009

Multimodal image data fusion for Alzheimer’s Disease diagnosis by sparse representation

2nd KES International Conference on Innovation in Medicine and Healthcare, InMed 2014

2014
conference-paper

10.3233/978-1-61499-474-9-11

Multiplicative Consistency for Interval Additive Reciprocal Preference Relations

AUTHORS: Wu, Jian; Chiclana, Francisco; IEEE

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

2014
book-chapter

Multiplicative consistency of intuitionistic reciprocal preference relations and its application to missing values estimation and consensus building

AUTHORS: Wu, J.; Chiclana, F.

Knowledge-Based Systems

2014
journal-article

10.1016/j.knosys.2014.07.024

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

Proceedings of the Companion Publication of the 2014 Annual Conference on Genetic and Evolutionary Computation

2014
conference-paper

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

GECCO 2014 - Companion Publication of the 2014 Genetic and Evolutionary Computation Conference

2014
conference-paper

10.1145/2598394.2605688

Nonlinear ultrasonic imaging of cortical bone

2014
conference-paper

10.13140/2.1.3232.8964

On common α-fuzzy fixed points with applications

Fixed Point Theory and Applications

2014
journal-article

10.1186/1687-1812-2014-234

On existence and uniqueness of g-best proximity points under (φ,θ,α,g)-contractivity conditions and applications

Abstract and Applied Analysis

2014
journal-article

10.1155/2014/234027

On incomplete fuzzy and multiplicative preference relations in multi-person decision making

AUTHORS: Ureña, R.; Chiclana, F.; Alonso, S.; Morente-Molinera, J.A.; Herrera-Viedma, E.

2nd International Conference on Information Technology and Quantitative Management, Itqm 2014

2014
book-chapter

10.1016/j.procs.2014.05.329

On modified α-ϕ-asymmetric Meir-Keeler contractive mappings

Filomat

2014
journal-article

10.2298/FIL1409855S

On the adaptability of G3PARM to the extraction of rare association rules

AUTHORS: Luna, J.M.; Romero, J.R.; Ventura, S.

Knowledge and Information Systems

2014
journal-article

10.1007/s10115-012-0591-9

On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification

AUTHORS: Triguero, I; Saez, JA; Luengo, J; Garcia, S; Herrera, F

Neurocomputing

2014
journal-article

10.1016/j.neucom.2013.05.055

On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed

2014
journal-article

10.1016/j.ins.2013.09.038

On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery

Proceedings of the 16th Genetic and Evolutionary Computation Conference

2014
conference-paper

10.1145/2576768.2598310

On the statistical analysis of the parameters’ trend in a machine learning algorithm

Progress in Artificial Intelligence

2014
journal-article

10.1007/s13748-014-0043-8

On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery

IEEE Transactions on Cybernetics

2014
journal-article

10.1109/TCYB.2014.2306819

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES

AUTHORS: Estrella, F.J.; Rodríguez, R.M.; Espiniila, M.; Martínez, L.

IEEE International Conference on Fuzzy Systems

2014
conference-paper

10.1109/FUZZ-IEEE.2014.6891799

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES

AUTHORS: Estrella, Francisco J.; Rodriguez, Rosa M.; Espinilla, Macarena; Martinez, Luis; IEEE

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

2014
book-chapter

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

10.1016/j.ins.2014.03.043

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

10.1109/FUZZ-IEEE.2014.6891753

On the use of meta-learning for instance selection: An architecture and an experimental study

Information Sciences

2014
journal-article

10.1016/j.ins.2014.01.007

On the usefulness of cross-validation for directional forecast evaluation

Computational Statistics and Data Analysis

2014
journal-article

10.1016/j.csda.2014.02.001

Overview of the SLAVE learning algorithm: A review of its evolution and prospects

International Journal of Computational Intelligence Systems

2014
journal-article

10.1080/18756891.2014.967008

Overview on evolutionary subgroup discovery: Analysis of the suitability and potential of the search performed by evolutionary algorithms

Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

2014
journal-article

10.1002/widm.1118

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs

Neurocomputing

2014
journal-article

10.1016/j.neucom.2013.01.049

Parametrization of textural patterns in¹²³I-ioflupane imaging for the automatic detection of Parkinsonism

AUTHORS: Martinez-Murcia, F.J.; Górriz, J.M.; Ramírez, J.; Moreno-Caballero, M.; Gómez-Río, M.

Medical Physics

2014
journal-article

10.1118/1.4845115

Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study

AUTHORS: Tabik, S.; Ortega, G.; Garzón, E.M.

Journal of Supercomputing

2014
journal-article

10.1007/s11227-014-1102-4

PET imaging analysis using a parcelation approach and multiple kernel classification

AUTHORS: Segovia, F.; Phillips, C.

2014
conference-paper

10.1109/PRNI.2014.6858544

PETRA: Multivariate analyses for neuroimaging data

AUTHORS: Segovia, Fermín; Álvarez Illán, Ignacio; Salas-Gonzalez, Diego; Martínez-Murcia, Francisco Jesús; Phillips, Christophe; García Puntonet, Carlos; Ramírez Pérez de Inestrosa, Javier; Górriz Sáez, Juan Manuel

2nd International Work-Conference on Bioinformatics and Biomedical Engineering - IWBBIO 2014

2014
conference-paper

Leg Detection and Tracking for a Mobile Robot and Based on a Laser Device, Supervised Learning and Particle Filtering

Leveraging localized social media insights for early warning systems

LI-MLC: A label inference methodology for addressing high dimensionality in the label space for multilabel classification

Linguistic majorities with difference in support

Low-dimensional visualization of experts’ preferences in urgent group decision making under uncertainty

Managing Borderline and Noisy Examples in Imbalanced Classification by Combining SMOTE with Ensemble Filtering

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making

MENTOR: A graphical monitoring tool of preferences evolution in large-scale group decision making

Meta-Association Rules for Fusing Regular Association Rules from Different Databases

METHODS TO INCREASE STUDENT ENGAGEMENT IN THE SUBJECT COMPUTER SCIENCE

METSK-HDe: A multiobjective evolutionary algorithm to learn accurate TSK-fuzzy systems in high-dimensional and large-scale regression problems

Minutiae filtering to improve both efficacy and efficiency of fingerprint matching algorithms

MLeNN: A first approach to heuristic multilabel undersampling

MLeNN: A First Approach to Heuristic Multilabel Undersampling

Model-based probability of detection of pathologies in soft tissue

Modelos de Representación de Imprecisión e Incertidumbre en Fusión de Alto Nivel

Multi-label learning: a review of the state of the art and ongoing research

Multi-objective adaptive evolutionary strategy for tuning compilations

Multi-objective evolutionary algorithms for the design of grid-connected solar tracking systems

Multidimensional coincidence point results for compatible mappings in partially ordered fuzzy metric spaces

Multimodal image data fusion for Alzheimer’s Disease diagnosis by sparse representation

Multiplicative Consistency for Interval Additive Reciprocal Preference Relations

Multiplicative consistency of intuitionistic reciprocal preference relations and its application to missing values estimation and consensus building

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

NodEO, a multi-paradigm distributed evolutionary algorithm platform in JavaScript

Nonlinear ultrasonic imaging of cortical bone

On common α-fuzzy fixed points with applications

On existence and uniqueness of g-best proximity points under (φ,θ,α,g)-contractivity conditions and applications

On incomplete fuzzy and multiplicative preference relations in multi-person decision making

On modified α-ϕ-asymmetric Meir-Keeler contractive mappings

On the adaptability of G3PARM to the extraction of rare association rules

On the characterization of noise filters for self-training semi-supervised in nearest neighbor classification

On the importance of the validation technique for classification with imbalanced datasets: Addressing covariate shift when data is skewed

On the Performance of Multiple Objective Evolutionary Algorithms for Software Architecture Discovery

On the statistical analysis of the parameters’ trend in a machine learning algorithm

On the Use of Genetic Programming for Mining Comprehensible Rules in Subgroup Discovery

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES

On the use of Hesitant Fuzzy Linguistic Term Set in FLINTSTONES

On the use of MapReduce for imbalanced big data using Random Forest

On the use of MapReduce to build Linguistic Fuzzy Rule Based Classification Systems for Big Data

On the use of MapReduce to build linguistic fuzzy rule based classification systems for big data

On the use of meta-learning for instance selection: An architecture and an experimental study

On the usefulness of cross-validation for directional forecast evaluation

Overview of the SLAVE learning algorithm: A review of its evolution and prospects

Overview on evolutionary subgroup discovery: Analysis of the suitability and potential of the search performed by evolutionary algorithms

Parallel evaluation of Pittsburgh rule-based classifiers on GPUs

Parametrization of textural patterns in123I-ioflupane imaging for the automatic detection of Parkinsonism

Performance evaluation of kernel fusion BLAS routines on the GPU: iterative solvers as case study

PET imaging analysis using a parcelation approach and multiple kernel classification

PETRA: Multivariate analyses for neuroimaging data

Parametrization of textural patterns in¹²³I-ioflupane imaging for the automatic detection of Parkinsonism