Evaluation of convolutional neural networks for the classification of falls from heterogeneous thermal vision sensors
AUTHORS: Miguel Ángel López-Medina; Macarena Espinilla; Chris Nugent; Javier Medina Quero
International Journal of Distributed Sensor Networks
- 2020
- journal-article
Evaluation of soil erosion and sediment deposition rates by the137Cs fingerprinting technique at different hillslope positions on a catchment
Evaluation of the Predictive Ability, Environmental Regulation and Pharmacogenetics Utility of a BMI-Predisposing Genetic Risk Score during Childhood and Puberty
AUTHORS: Augusto Anguita-Ruiz; Esther M. González-Gil; Azahara I. Ruperez; Francisco Jesus Llorente-Cantarero; Belén Pastor-Villaescusa; Jesus Alcala-Fdez; Luis A. Moreno Aznar; Angel Gil; Mercedes Gil-Campos; Gloria Bueno; Rosaura Leis; Concepcion Aguilera
Journal of Clinical Medicine
- 2020
- journal-article
EvoAAA: An evolutionary methodology for automated neural autoencoder architecture search
AUTHORS: Charte, F.; Rivera, A.J.; Martínez, F.; Del Jesus, M.J.
Integrated Computer-Aided Engineering
- 2020
- journal-article
Evolutionary multiobjective optimization to target social network influentials in viral marketing
AUTHORS: Robles, J.F.; Chica, M.; Cordon, O.
Expert Systems with Applications
- 2020
- journal-article
Exceptional in so Many Ways—Discovering Descriptors That Display Exceptional Behavior on Contrasting Scenarios
AUTHORS: Jose Maria Luna; Mykola Pechenizkiy; Wouter Duivesteijn; Sebastian Ventura
IEEE Access
- 2020
- journal-article
Expectation–Maximization algorithm for finite mixture of α-stable distributions
Explainability in Deep Reinforcement Learning
ArXiv
- 2020
- journal-article
eXplainable Artificial Intelligence (XAI) for the identification of biologically relevant gene expression patterns in longitudinal human studies, insights from obesity research
Explainable Artificial Intelligence (XAI): Concepts, taxonomies, opportunities and challenges toward responsible AI
Extended Simulation Function via Rational Expressions
Extending the linguistic decision suite FLINTSTONES to deal with comparative linguistic expressions with symbolic translation information
Extracting group decision making experts’ preferences from debate transcriptions using sentiment analysis
AUTHORS: Morente-Molinera, J.A.; Cabrerizo, F.J.; Pérez, I.J.; Alonso, S.; Herrera-Viedma, E.
Proceedings of the 11th Conference of the European Society for Fuzzy Logic and Technology, EUSFLAT 2019
- 2020
- conference-paper
Extracting User-Centric Knowledge on Two Different Spaces: Concepts and Records
AUTHORS: Jose Maria Luna; Philippe Fournier-Viger; Sebastian Ventura
IEEE Access
- 2020
- journal-article
Fast and Scalable Approaches to Accelerate the Fuzzy k-Nearest Neighbors Classifier for Big Data
AUTHORS: Maillo, J.; Garcia, S.; Luengo, J.; Herrera, F.; Triguero, I.
IEEE Transactions on Fuzzy Systems
- 2020
- journal-article
Fast Convergence of Competitive Spiking Neural Networks with Sample-Based Weight Initialization
AUTHORS: Paolo Gabriel Cachi; Sebastián Ventura; Krzysztof Jozef Cios
- 2020
- book-chapter
Feature Selection using Binary Moth Flame Optimization with Time Varying Flames Strategies
AUTHORS: Abu Khurma, Ruba; Castillo, Pedro A.; Sharieh, Ahmad; Aljarah, Ibrahim
Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)
- 2020
- journal-article
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
AUTHORS: N. Rodríguez-Barroso, G. Stipcich, D. Jiménez-López, J.A. Ruiz-Millán, E. Martínez-Cámara, G. González-Seco, M.V. Luzón, M.A. Veganzones, F. Herrera
Information Fusion
- 2020
- journal-article
Federated Learning and Differential Privacy: Software tools analysis, the Sherpa.ai FL framework and methodological guidelines for preserving data privacy
AUTHORS: N. Rodríguez-Barroso, G. Stipcich, D. Jiménez-López, J.A. Ruiz-Millán, E. Martínez-Cámara, G. González-Seco, M.V. Luzón, M.Á. Veganzones, F. Herrera
arXiv
- 2020
- other
FEPDS: A Proposal for the Extraction of Fuzzy Emerging Patterns in Data Streams
Finding Possible Weakness in the Runoff Simulation Experiments to Assess Rill Erosion Changes without Non-Intermittent Surveying Capabilities
Fourier-Based Automatic Transformation between Mapping Shapes—Cadastral and Land Registry Applications
FSINR: An exhaustive package for feature selection
AUTHORS: Aragón-Royón, F.; Jiménez-Vílchez, A.; Arauzo-Azofra, A.; Benítez, J.M.
arXiv
- 2020
- other
Functional Associations and Resilience in Microbial Communities
AUTHORS: Maria-Luisa Avila-Jimenez; Gavin Burns; Zhili He; Jizhong Zhou; Andrew Hodson; Jose-Luis Avila-Jimenez; David Pearce
Microorganisms
- 2020
- journal-article
Fuzzy cloud-fog computing approach application for human activity recognition in smart homes
AUTHORS: López-Medina, M.A.; Espinilla, M.; Cleland, I.; Nugent, C.; Medina, J.
Journal of Intelligent and Fuzzy Systems
- 2020
- journal-article
Fuzzy monitoring of in-bed postural changes for the prevention of pressure ulcers using inertial sensors attached to clothing
AUTHORS: Bernal Monroy, E.; Polo Rodríguez, A.; Espinilla Estevez, M.; Medina Quero, J.
Journal of Biomedical Informatics
- 2020
- journal-article
Fuzzy Protoform for Hyperactive Behaviour Detection Based on Commercial Devices
AUTHORS: Antonio-Pedro Albín-Rodríguez; Adrián-Jesús Ricoy-Cano; Yolanda-María de-la-Fuente-Robles; Macarena Espinilla-Estévez
International Journal of Environmental Research and Public Health
- 2020
- journal-article
Fuzzy TODIM method based on alpha-level sets
AUTHORS: Liang Wang; Ying-Ming Wang; Luis Martínez
Expert Systems with Applications
- 2020
- journal-article
Fuzzy-Based Histogram Partitioning for Bi-Histogram Equalisation of Low Contrast Images
fuzzy-rough-learn 0.1: A Python Library for Machine Learning with Fuzzy Rough Sets
- 2020
- book-chapter
Galaxy Image Classification Based on Citizen Science Data: A Comparative Study
Gaussian pseudorandom number generator based on cyclic rotations of linear feedback shift registers
General-Purpose Automated Machine Learning for Transportation: A Case Study of Auto-sklearn for Traffic Forecasting
- 2020
- book-chapter
Geographic distance, venture capital and technological performance: Evidence from Chinese enterprises
Global trends in coronavirus research at the time of Covid-19: A general bibliometric approach and content analysis using SciMAT
Granger causality-based information fusion applied to electrical measurements from power transformers
Granular fuzzy pay-off method for real option valuation
AUTHORS: Francisco Javier Cabrerizo; Markku Heikkilä; József Mezei; Juan Antonio Morente-Molinera; Enrique Herrera-Viedma; Christer Carlsson
Expert Systems with Applications
- 2020
- journal-article
Green hybrid fleets using electric vehicles: Solving the heterogeneous vehicle routing problem with multiple driving ranges and loading capacities
AUTHORS: Hatami, S.; Eskandarpour, M.; Chica, M.; Juan, A.A.; Ouelhadj, D.
SORT
- 2020
- journal-article
Group Decision Making with Interval-Valued Intuitionistic Multiplicative Linguistic Preference Relations
AUTHORS: Jie Tang; Fanyong Meng; Francisco Javier Cabrerizo; Enrique Herrera-Viedma
Group Decision and Negotiation
- 2020
- journal-article
Guest Editorial: Information Fusion for Medical Data: Early, Late, and Deep Fusion Methods for Multimodal Data
Hardware implementation of real-time pedestrian detection system
AUTHORS: Helali, Abdelhamid; Ameur, Haythem; Gorriz, J. M.; Ramirez, J.; Maaref, Hassen
Neural Computing and Applications
- 2020
- journal-article
Hate Speech Detection using Word Embedding and Deep Learning in the Arabic Language Context
AUTHORS: Faris, Hossam; Aljarah, Ibrahim; Habib, Maria; Castillo, Pedro A.
Icpram: Proceedings of the International Conference on Pattern Recognition Applications and Methods
- 2020
- journal-article
Hate speech detection using word embedding and deep learning in the Arabic language context
AUTHORS: Faris, H.; Aljarah, I.; Habib, M.; Castillo, P.A.
ICPRAM 2020 - Proceedings of the 9th International Conference on Pattern Recognition Applications and Methods
- 2020
- conference-paper
Helping university students to choose elective courses by using a hybrid multi-criteria recommendation system with genetic optimization
Heuristics for interesting class association rule mining a colorectal cancer database
HFER: Promoting Explainability in Fuzzy Systems via Hierarchical Fuzzy Exception Rules
High school students’ understanding of confidence interval,Comprensión del intervalo de confianza por estudiantes de bachillerato
Iberlef 2020iberian languages evaluation forum 2020 proceedings of the iberian languages evaluation forum (iberlef 2020)co-located with 36th conference of the Spanish society for natural languageprocessing (sepln 2020)
AUTHORS: M.Á.G. Cumbreras, J. Gonzalo, E.M. Cámara, R.M. Unanue, P. Rosso, S.J. Zafra, J.A. Ortiz-Zambrano, A. Miranda, J. Porta-Zamorano, Y. Guitiérrez, A. Rosá, M. Montes-Y-Gómez, M. Garciá-Vega
CEUR Workshop Proceedings
- 2020
- conference-paper
IDENTIFICATION AND ANALYSIS OF THE H-CLASSICS OF ANDALUSIAN PUBLIC UNIVERSITIES IN THE ECONOMICS CATEGORY OF THE JOURNAL CITATION REPORTS (JCR)
AUTHORS: Cascon Katchadourian, Jesus
Revista de Estudios Empresariales. Segunda Época
- 2020
- journal-article
Identifying and prioritizing factors affecting in-cabin passenger comfort on high-speed rail in China: A fuzzy-based linguistic approach
AUTHORS: Zhen-Song Chen; Xiao-Lu Liu; Rosa M. Rodríguez; Xian-Jia Wang; Kwai-Sang Chin; Kwok-Leung Tsui; Luis Martínez
Applied Soft Computing
- 2020
- journal-article