Comprehensive Taxonomies of Nature- and Bio-inspired Optimization: Inspiration Versus Algorithmic Behavior, Critical Analysis Recommendations
Computing with Comparative Linguistic Expressions and Symbolic Translation for Decision Making: ELICIT Information
Consensus Reaching With Time Constraints and Minimum Adjustments in Group With Bounded Confidence Effects
Consensus-Based Multicriteria Group Preference Analysis Model With Multigranular Linguistic Distribution Information
AUTHORS: Yingying Liang; Jindong Qin; Luis Martinez
IEEE Transactions on Fuzzy Systems
- 2020
- journal-article
Continual learning for robotics: Definition, framework, learning strategies, opportunities and challenges
Controller for a Low-Altitude Fixed-Wing UAV on an Embedded System to Assess Specific Environmental Conditions
Controller for a Low-Altitude Fixed-Wing UAV on an Embedded System to Assess Specific Environmental Conditions
International Journal of Aerospace Engineering
- 2020
- journal-article
Cost-sensitive ensemble methods for bankruptcy prediction in a highly imbalanced data distribution: a real case from the Spanish market
AUTHORS: Nazeeh Ghatasheh; Hossam Faris; Ruba Abukhurma; Pedro A. Castillo; Nailah Al-Madi; Antonio M. Mora; Ala’ M. Al-Zoubi; Ahmad Hassanat
Progress in Artificial Intelligence
- 2020
- journal-article
Covid-19, digital media, and Facebook: interactions, treatment, and content analysis based on keywords of news on okdiario.com and eldiario.es
Profesional De La Informacion
- 2020
- journal-article
Covid-19, medios digitales y Facebook: interacciones, tratamiento y análisis de contenido basado en palabras clave de noticias de okdiario.com y eldiario.es
AUTHORS: Pedro Lázaro-Rodríguez
El profesional de la información
- 2020
- journal-article
Covid-19, medios digitales y Facebook: interacciones, tratamiento y análisis de contenido basado en palabras clave de noticias de okdiario.com y eldiario.es // Covid-19, digital media, and Facebook: interactions, treatment, and content analysis based on keywords of news on okdiario.com and eldiario.es
- 2020
- other
COVIDGR Dataset and COVID-SDNet Methodology for Predicting COVID-19 Based on Chest X-Ray Images
AUTHORS: Tabik, S.; Gomez-Rios, A.; Martin-Rodriguez, J.L.; Sevillano-Garcia, I.; Rey-Area, M.; Charte, D.; Guirado, E.; Suarez, J.L.; Luengo, J.; Valero-Gonzalez, M.A.; Garcia-Villanova, P.; Olmedo-Sanchez, E.; Herrera, F.
IEEE Journal of Biomedical and Health Informatics
- 2020
- journal-article
Current trends of granular data mining for biomedical data analysis
Data Mining Technique (Maximum Entropy Model) for Mapping Gully Erosion Susceptibility in the Gorganrood Watershed, Iran
DeciTrustNET: A graph based trust and reputation framework for social networks
AUTHORS: Ureña, R.; Chiclana, F.; Herrera-Viedma, E.
Information Fusion
- 2020
- journal-article
Deep learning for EEG-based motor imagery classification: Accuracy-cost trade-off
Deep learning in video multi-object tracking: A survey
AUTHORS: Gioele Ciaparrone; Francisco Luque Sánchez; Siham Tabik; Luigi Troiano; Roberto Tagliaferri; Francisco Herrera
Neurocomputing
- 2020
- journal-article
Demonstration Guided Actor-Critic Deep Reinforcement Learning for Fast Teaching of Robots in Dynamic Environments
Detection and Analysis of Anomalies in People Density and Mobility through Wireless Smartphone Tracking
AUTHORS: Fernandez-Ares, A.; Garcia-Sanchez, P.; Arenas, M.G.; Mora, A.M.; Castillo-Valdivieso, P.A.
IEEE Access
- 2020
- journal-article
Developing scoring functions to assess soil quality at a regional scale in rangelands of SW Spain
Development of a sex estimation method for skulls using machine learning on three-dimensional shapes of skulls and skull parts
DILS: Constrained clustering through dual iterative local search
AUTHORS: González-Almagro, G.; Luengo, J.; Cano, J.-R.; García, S.
Computers and Operations Research
- 2020
- journal-article
Discussion on Vuttipittayamongkol, P. and Elyan, E., Improved Overlap-Based Undersampling for Imbalanced Dataset Classification with Application to Epilepsy and Parkinson’s Disease
Do the shuffle: Exploring reasons for music listening through shuffled play
AUTHORS: Katie Rose M. Sanfilippo; Sarah E.P. Munce; Neta Spiro; Miguel Molina-Solana; Alexandra Lamont
PLOS ONE
- 2020
- journal-article
Does de-capacity policy enhance the total factor productivity of China’s coal companies? A Regression Discontinuity design
AUTHORS: Zhang, W.; Meng, J.; Tian, X.
Resources Policy
- 2020
- journal-article
DREAM Architecture: a Developmental Approach to Open-Ended Learning in Robotics
ArXiv
- 2020
- journal-article
Driver activity recognition by means of temporal HTN planning
AUTHORS: Fernandez-Olivares, J.; Perez, R.
Proceedings International Conference on Automated Planning and Scheduling, ICAPS
- 2020
- conference-paper
Dynamic defense against byzantine poisoning attacks in federated learning
AUTHORS: N. Rodríguez-Barroso, E. Martínez-Cámara, M.V. Luzón, F. Herrera
arXiv
- 2020
- other
Dyslexia Diagnosis by EEG Temporal and Spectral Descriptors: An Anomaly Detection Approach
E2PAMEA: A fast evolutionary algorithm for extracting fuzzy emerging patterns in big data environments
Editorial: Deep Learning in Aging Neuroscience
AUTHORS: Ramírez, J.; Górriz, J.M.; Ortiz, A.; Cole, J.H.; Dyrba, M.
Frontiers in Neuroinformatics
- 2020
- journal-article
Educación virtual para todos: una revisión sistemática
AUTHORS: Emilio Crisol-Moya; Liliana Herrera-Nieves; Rosana Montes-Soldado
Education in the Knowledge Society (EKS)
- 2020
- journal-article
Education in smart grids: a perspective from the field of engineering
AUTHORS: Angeles Verdejo Espinosa; Catalina Rus Casas; Macarena Espinilla Estevez; Maria Dolores Ruiz Lozano; Carmen Martinez Cruz
- 2020
- conference-paper
Educational data mining and learning analytics: An updated survey
EEG Connectivity Analysis Using Denoising Autoencoders for the Detection of Dyslexia
Effects of solarisation on soil thermal-physical properties under different soil treatments: A review
Efficient Activity Recognition in Smart Homes Using Delayed Fuzzy Temporal Windows on Binary Sensors
AUTHORS: Rebeen Ali Hamad; Alberto Salguero Hidalgo; Mohamed-Rafik Bouguelia; Macarena Espinilla Estevez; Javier Medina Quero
IEEE Journal of Biomedical and Health Informatics
- 2020
- journal-article
Efficient risk based optimization of large system models using a reduced petri net methodology
AUTHORS: Naybour, S.; Andrews, J.; Chiachio-Ruano, M.
Proceedings of the 29th European Safety and Reliability Conference, ESREL 2019
- 2020
- conference-paper
Egoshots, an ego-vision life-logging dataset and semantic fidelity metric to evaluate diversity in image captioning models
ArXiv
- 2020
- journal-article
Embracing multimodal optimization to enhance Dynamic Energy Budget parameterization
AUTHORS: Filgueira, R.; Chica, M.; Palacios, J.J.; Strohmeier, T.; Lavaud, R.; Agüera, A.; Damas, S.; Strand, Ø.
Ecological Modelling
- 2020
- journal-article
Empirical Evaluation of Distance Measures for Nearest Point with Indexing Ratio Clustering Algorithm
AUTHORS: Qaddoura, Raneem; Faris, Hossam; Aljarah, Ibrahim; Merelo, J. J.; Castillo, Pedro A.
Proceedings of the International Joint Conference on Computational Intelligence (IJCCI)
- 2020
- journal-article
Enhancing the classification of social media opinions by optimizing the structural information
AUTHORS: C. Vairetti, E. Martínez-Cámara, S. Maldonado, V. Luzón, F. Herrera
Future Generation Computer Systems
- 2020
- journal-article
Ensembles of cost-diverse Bayesian neural learners for imbalanced binary classification
Entre la institución y la familia: Las familias colaboradoras como apoyo a los menores tutelados
AUTHORS: Leticia Cano-López; Virginia Fuentes-Gutiérrez; Macarena Espinilla-Estévez; Yolanda María De-la-Fuente-Robles
EPISTEME KOINONIA
- 2020
- journal-article
Estimating Human Impacts on Soil Erosion Considering Different Hillslope Inclinations and Land Uses in the Coastal Region of Syria
Estimating incomplete information in group decision making: A framework of granular computing
AUTHORS: Francisco Javier Cabrerizo; Rami Al-Hmouz; Ali Morfeq; María Ángeles Martínez; Witold Pedrycz; Enrique Herrera-Viedma
Applied Soft Computing
- 2020
- journal-article
Estimating Soil Available Phosphorus Content through Coupled Wavelet–Data-Driven Models
Estimating the Severity of Alzheimer’s Disease Using Convolutional Neural Networks and Magnetic Resonance Imaging Data
AUTHORS: P. Manresa-Nebot; F. J. Martinez-Murcia; I. A. Illan; J. M. Gorriz; J. Ramirez; F. Segovia
2020 IEEE Nuclear Science Symposium and Medical Imaging Conference (NSS/MIC)
- 2020
- other
Evaluating Automated Machine Learning on Supervised Regression Traffic Forecasting Problems
- 2020
- book-chapter
Evaluating soil erosion and sediment deposition rates by the <sup>137</sup>Cs fingerprinting technique at karst gabin basin in Yunnan Province, southwest China
- 2020
- other