Papers

Managing consensus based on leadership in opinion dynamics

INFORMATION SCIENCES

2017
journal-article

{10.1016/j.ins.2017.02.052}

Managing consensus based on leadership in opinion dynamics

AUTHORS: Dong, Y.; Ding, Z.; Martínez, L.; Herrera, F.

Information Sciences

2017
journal-article

10.1016/j.ins.2017.02.052

Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making

AUTHORS: Zhen Zhang; Chonghui Guo; Luis Martinez

IEEE Transactions on Systems, Man, and Cybernetics: Systems

2017
journal-article

10.1109/TSMC.2016.2560521

Managing non-homogeneous information and experts’ psychological behavior in group emergency decision making

Symmetry

2017
journal-article

10.3390/sym9100234

mapBrain

AUTHORS: Francisco Jesús Martínez-Murcia

Zenodo

2017
other

10.5281/ZENODO.293842

MBalance: An intelligent android application to assess and analyze body balance

AUTHORS: Moral-Munoz, J.A.; Toscano, A.; Cobo, M.J.; Perez, I.J.

Frontiers in Artificial Intelligence and Applications

2017
conference-paper

10.3233/978-1-61499-800-6-284

MDM tool: A data mining framework integrated into Moodle

Computer Applications in Engineering Education

2017
journal-article

10.1002/cae.21782

MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments – A MapReduce solution

Knowledge-Based Systems

2017
journal-article

10.1016/j.knosys.2016.08.021

Message from the IEEE BigDataSE 2017 Program Chairs

Proceedings - 16th IEEE International Conference on Trust, Security and Privacy in Computing and Communications, 11th IEEE International Conference on Big Data Science and Engineering and 14th IEEE International Conference on Embedded Software and Systems, Trustcom/BigDataSE/ICESS 2017

2017
conference-paper

10.1109/Trustcom/BigDataSE/ICESS.2017.195

Metodoloǵıa para realizar mini-v́ıdeos accesibles y multilingües para formación Universitaria [A methodology to create accessible and multiligual mini-videos to learning higher education]

2017
report

Minimum cost consensus models based on random opinions

AUTHORS: Zhang, Ning; Gong, Zaiwu; Chiclana, Francisco

Expert Systems With Applications

2017
journal-article

10.1016/j.eswa.2017.07.035

Mining Association Rules in R Using the Package RKEEL

AUTHORS: Sanchez, Oliver; Moyano, Jose M.; Sanchez, Luciano; Alcala-Fdez, Jesus; IEEE

2017 Ieee International Conference on Fuzzy Systems (Fuzz-Ieee)

2017
book-chapter

Mining association rules in R using the package RKEEL

AUTHORS: Sanchez, O.; Moyano, J.M.; Sanchez, L.; Alcala-Fadez, J.

IEEE International Conference on Fuzzy Systems

2017
conference-paper

10.1109/FUZZ-IEEE.2017.8015572

Mining association rules on Big Data through MapReduce genetic programming

AUTHORS: Padillo, F.; Luna, J.M.; Herrera, F.; Ventura, S.

Integrated Computer-Aided Engineering

2017
journal-article

10.3233/ICA-170555

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

10.1016/j.ins.2017.05.001

MLDA: A tool for analyzing multi-label datasets

AUTHORS: Moyano, Jose M.; Gibaja, Eva L.; Ventura, Sebastian

Knowledge-Based Systems

2017
journal-article

10.1016/j.knosys.2017.01.018

MoNGEL: monotonic nested generalized exemplar learning

Pattern Analysis and Applications

2017
journal-article

10.1007/s10044-015-0506-y

Multi-View Data approaches in Recommender Systems

AUTHORS: Ivan Palomares Carrascosa; Sergey Kovalchuk

6th International Young Scientists Conference in HPC and Simulation, YSC 2017

2017
conference-paper

10.1016/j.procs.2017.11.157

Multi-view semi-supervised learning using genetic programming interpretable classification rules

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

2017
conference-paper

10.1109/CEC.2017.7969362

Multimodal optimization: An effective framework for model calibration

AUTHORS: Manuel Chica; José Barranquero; Tomasz Kajdanowicz; Sergio Damas; Óscar Cordón

Information Sciences

2017
journal-article

10.1016/j.ins.2016.09.048

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism

Frontiers in neuroinformatics

2017
journal-article

10.3389/fninf.2017.00023

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

10.1109/TSMC.2017.2700889

Neural disambiguation of causal lexical markers based on context

AUTHORS: E. Martínez-Cámara, V. Shwartz, I. Gurevych, I. Dagan

12th International Conference on Computational Semantics, IWCS 2017 - Short Papers

2017
conference-paper

NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem

Information Fusion

2017
journal-article

10.1016/j.inffus.2016.11.004

Non-destructive assessment of grapevine water status in the field using a portable NIR spectrophotometer

AUTHORS: Tardaguila, J.; Fernández-Novales, J.; Gutiérrez, S.; Diago, M.P.

Journal of the Science of Food and Agriculture

2017
journal-article

10.1002/jsfa.8241

On a heavy-tailed intensity normalization of the parkinson’s progression markers initiative brain database

Natural and Artificial Computation for Biomedicine and Neuroscience, Pt I

2017
book-chapter

10.1007/978-3-319-59740-9_29

On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis

AUTHORS: Francisco Jesús Martinez‐Murcia; Meng‐Chuan Lai; Juan Manuel Górriz; Javier Ramírez; Adam M. H. Young; Sean C. L. Deoni; Christine Ecker; Michael V. Lombardo; Simon Baron‐Cohen; Declan G. M. Murphy; Edward T. Bullmore; John Suckling

Human Brain Mapping

2017
journal-article

10.1002/hbm.23449

On the Community Structure of Bounded Model Checking SAT Problems

Theory and Applications of Satisfiability Testing – SAT 2017

2017
book-chapter

10.1007/978-3-319-66263-3_5

On the effect of local search in the multi-objective evolutionary discovery of software architectures

2017 IEEE Congress on Evolutionary Computation, CEC 2017 - Proceedings

2017
conference-paper

10.1109/CEC.2017.7969551

On the Impact of Imbalanced Data in Convolutional Neural Networks Performance

Abstract book of the 2017 Doctoral Conference for Young Researchers at the University of Jaén

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

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

arXiv

2017
other

10.48550/arxiv.1703.07270

On the Use of Match Filtering for the P300 Detection

AUTHORS: Lafuente, V.; Gorriz, J.M.; Ramirez, J.; Murcia, F.J.M.; Salas, D.; Segovia, F.

Proceedings - 2016 International Conference on Computational Science and Computational Intelligence, CSCI 2016

2017
conference-paper

10.1109/CSCI.2016.0237

On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy

Physics in Medicine and Biology

2017
journal-article

10.1088/1361-6560/aa8944

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

10.1007/978-3-319-44711-7_19

Optimizing network attacks by artificial bee colony

Information Sciences

2017
journal-article

10.1016/j.ins.2016.10.014

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

Microprocessors and Microsystems

2017
journal-article

https://doi.org/10.1016/j.micpro.2016.10.007

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

AUTHORS: Macarena Espinilla; Javier Medina; Alberto Calzada; Jun Liu; Luis Martínez; Chris Nugent

Microprocessors and Microsystems

2017
journal-article

10.1016/j.micpro.2016.10.007

P300 brainwave extraction from EEG signals: An unsupervised approach

AUTHORS: Lafuente, V.; Gorriz, J.M.; Ramirez, J.; Gonzalez, E.

Expert Systems with Applications

2017
journal-article

10.1016/j.eswa.2016.12.038

Parallelizing drainage network algorithm using free software: Octave as a solution

Mathematics and Computers in Simulation

2017
journal-article

10.1016/j.matcom.2016.09.004

Parents’ reading history as an indicator of risk for reading difficulties

Annals of Dyslexia

2017
journal-article

10.1007/s11881-017-0143-9

Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching

Information Fusion

2017
journal-article

http://dx.doi.org/10.1016/j.inffus.2016.04.005

Physical activity among children: Objective measurements using Fitbit One^® and ActiGraph

BMC Research Notes

2017
journal-article

10.1186/s13104-017-2476-1

Prediction of supplier performance: A novel DEA-ANFIS based approach

AUTHORS: Khaldi, R.; Chiheb, R.; El Afia, A.; Akaaboune, A.; Faizi, R.

ACM International Conference Proceeding Series

2017
conference-paper

10.1145/3090354.3090416

Preprocessing of ¹⁸F-DMFP-PET data based on Hidden Markov random fields and the Gaussian distribution

Frontiers in aging neuroscience

2017
journal-article

10.3389/fnagi.2017.00326

Prototype selection to improve monotonic nearest neighbor

Engineering Applications of Artificial Intelligence

2017
journal-article

10.1016/j.engappai.2017.02.006

Rainfall simulation and Structure-from-Motion photogrammetry for the analysis of soil water erosion in Mediterranean vineyards

Science of The Total Environment

2017
magazine-article

http://dx.doi.org/10.1016/j.scitotenv.2016.09.036

Ranking Programming Languages for Evolutionary Algorithm Operations

European Conference on the Applications of Evolutionary Computation

2017
conference-paper

Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices

AUTHORS: Medina Quero, Javier; Fernandez Olmo, Maria Rosa; Pelaez Aguilera, Maria Dolores; Espinilla Estevez, Macarena

Sensors

2017
journal-article

10.3390/s17122892

rNPBST: An r package covering non-parametric and bayesian statistical tests

Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

2017
journal-article

10.1007/978-3-319-59650-1_24

Managing consensus based on leadership in opinion dynamics

Managing consensus based on leadership in opinion dynamics

Managing Multigranular Linguistic Distribution Assessments in Large-Scale Multiattribute Group Decision Making

Managing non-homogeneous information and experts’ psychological behavior in group emergency decision making

mapBrain

MBalance: An intelligent android application to assess and analyze body balance

MDM tool: A data mining framework integrated into Moodle

MEFASD-BD: Multi-objective evolutionary fuzzy algorithm for subgroup discovery in big data environments – A MapReduce solution

Message from the IEEE BigDataSE 2017 Program Chairs

Metodoloǵıa para realizar mini-v́ıdeos accesibles y multilingües para formación Universitaria [A methodology to create accessible and multiligual mini-videos to learning higher education]

Minimum cost consensus models based on random opinions

Mining Association Rules in R Using the Package RKEEL

Mining association rules in R using the package RKEEL

Mining association rules on Big Data through MapReduce genetic programming

Minutiae-based fingerprint matching decomposition: Methodology for big data frameworks

MLDA: A tool for analyzing multi-label datasets

MoNGEL: monotonic nested generalized exemplar learning

Multi-View Data approaches in Recommender Systems

Multi-view semi-supervised learning using genetic programming interpretable classification rules

Multimodal optimization: An effective framework for model calibration

Multivariate Analysis of 18F-DMFP PET Data to Assist the Diagnosis of Parkinsonism

Nearest neighbor classification for high-speed big data streams using spark

Neural disambiguation of causal lexical markers based on context

NMC: nearest matrix classification – A new combination model for pruning One-vs-One ensembles by transforming the aggregation problem

Non-destructive assessment of grapevine water status in the field using a portable NIR spectrophotometer

On a heavy-tailed intensity normalization of the parkinson’s progression markers initiative brain database

On the brain structure heterogeneity of autism: Parsing out acquisition site effects with significance‐weighted principal component analysis

On the Community Structure of Bounded Model Checking SAT Problems

On the effect of local search in the multi-objective evolutionary discovery of software architectures

On the Impact of Imbalanced Data in Convolutional Neural Networks Performance

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

On the use of convolutional neural networks for robust classification of multiple fingerprint captures

On the Use of Match Filtering for the P300 Detection

On the use of multi-dimensional scaling and electromagnetic tracking in high dose rate brachytherapy

Open Calculator for Environmental and Social Footprints of Rail Infrastructures

Optimizing network attacks by artificial bee colony

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

Optimizing the configuration of an heterogeneous architecture of sensors for activity recognition, using the extended belief rule-based inference methodology

P300 brainwave extraction from EEG signals: An unsupervised approach

Parallelizing drainage network algorithm using free software: Octave as a solution

Parents’ reading history as an indicator of risk for reading difficulties

Personalized individual semantics in computing with words for supporting linguistic group decision making. An application on consensus reaching

Physical activity among children: Objective measurements using Fitbit One® and ActiGraph

Prediction of supplier performance: A novel DEA-ANFIS based approach

Preprocessing of 18F-DMFP-PET data based on Hidden Markov random fields and the Gaussian distribution

Prototype selection to improve monotonic nearest neighbor

Rainfall simulation and Structure-from-Motion photogrammetry for the analysis of soil water erosion in Mediterranean vineyards

Ranking Programming Languages for Evolutionary Algorithm Operations

Real-Time Monitoring in Home-Based Cardiac Rehabilitation Using Wrist-Worn Heart Rate Devices

rNPBST: An r package covering non-parametric and bayesian statistical tests

Physical activity among children: Objective measurements using Fitbit One^® and ActiGraph

Preprocessing of ¹⁸F-DMFP-PET data based on Hidden Markov random fields and the Gaussian distribution