Recurrent Neural Networks and Efficiency in High-Dimensional EEG Classification
- 2021
- book-chapter
Regional Farmers’ Perception and Societal Issues in Vineyards Affected by High Erosion Rates
Revisiting data complexity metrics based on morphology for overlap and imbalance: snapshot, new overlap number of balls metrics and singular problems prospect
Revisiting Fuzzy and Linguistic Decision Making: Scenarios and Challenges for Making Wiser Decisions in a Better Way
IEEE Transactions on Systems, Man, and Cybernetics: Systems
- 2021
- journal-article
Rule‐based preprocessing for data stream mining using complex event processing
Salp Swarm Optimization Search Based Feature Selection for Enhanced Phishing Websites Detection
AUTHORS: Abu Khurma, Ruba; Sabri, Khair Eddin; Castillo, Pedro A.; Aljarah, Ibrahim
Lecture Notes in Computer Science
- 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
Sentiment Analysis based Multi-Person Multi-criteria Decision Making methodology using natural language processing and deep learning for smarter decision aid. Case study of restaurant choice using TripAdvisor reviews
AUTHORS: C. Zuheros, E. Martínez-Cámara, E. Herrera-Viedma, F. Herrera
Information Fusion
- 2021
- journal-article
Sentiment analysis using TF-IDF weighting of UK MPs’ tweets on Brexit
AUTHORS: Mee, Alexander; Homapour, Elmina; Chiclana, Francisco; Engel, Ofer
Knowledge-Based Systems
- 2021
- journal-article
Sentinel2GlobalLULC: A deep-learning-ready Sentinel-2 RGB image dataset for global land use/cover mapping
AUTHORS: Yassir Benhammou; Domingo Alcaraz-Segura; Emilio Guirado; Rohaifa Khaldi; Boujemâa Achchab; Francisco Herrera; Siham Tabik
- 2021
- preprint
Simulating the influence of terror management strategies on the voter ideological distance using agent-based modeling
Slicer: Feature Learning for Class Separability with Least-Squares Support Vector Machine Loss and COVID-19 Chest X-Ray Case Study
AUTHORS: David Charte; Iván Sevillano-García; María Jesús Lucena-González; José Luis Martín-Rodríguez; Francisco Charte; Francisco Herrera
- 2021
- book-chapter
Smartphone-based systems for physical rehabilitation applications: A systematic review
Soft computing: Theory innovations and problem solving benefits minitrack
AUTHORS: Herrera-Viedma, E.; Cabrerizo, F.J.; Pérez, I.J.
Proceedings of the Annual Hawaii International Conference on System Sciences
- 2021
- conference-paper
Software para gestión de archivos audiovisuales de patrimonio cultural Dédalo
AUTHORS: Jesús-Daniel Cascón-Katchadourian; Javier Guallar
El profesional de la información
- 2021
- journal-article
Soil Degradation and Socioeconomic Systems’ Complexity: Uncovering the Latent Nexus
SOUL: Scala Oversampling and Undersampling Library for imbalance classification
Special Issue on Methods and Infrastructures for Data Mining at the Edge of Internet of Things
Specific environmental charges to boost Cold Ironing use in the European Short Sea Shipping
Transportation Research Part D Transport and Environment
- 2021
- journal-article
Standard methods for pollen research
AUTHORS: Maria G. Campos; Ofélia Anjos; Manuel Chica; Pascual Campoy; Janka Nozkova; Norma Almaraz-Abarca; Lidia M. R. C. Barreto; João Carlos Nordi; Leticia M. Estevinho; Ananias Pascoal; Vanessa Branco Paula; Altino Chopina; Luis G. Dias; Živoslav L. j. Tešić; Mirjana D. Mosić; Aleksandar Ž. Kostić; Mirjana B. Pešić; Dušanka M. Milojković-Opsenica; Wiebke Sickel; Markus J. Ankenbrand; Gudrun Grimmer; Ingolf Steffan-Dewenter; Alexander Keller; Frank Förster; Chrysoula H. Tananaki; Vasilios Liolios; Dimitrios Kanelis; Maria-Anna Rodopoulou; Andreas Thrasyvoulou; Luísa Paulo; Christina Kast; Matteo A. Lucchetti; Gaëtan Glauser; Olena Lokutova; Ligia Bicudo de Almeida-Muradian; Teresa Szczęsna; Norman L. Carreck
Journal of Apicultural Research
- 2021
- journal-article
Statistical Agnostic Mapping: A framework in neuroimaging based on concentration inequalities
Structural Health Monitoring Using Ultrasonic Guided-Waves and the Degree of Health Index
AUTHORS: Sergio Cantero-Chinchilla; Gerardo Aranguren; José Manuel Royo; Manuel Chiachío; Josu Etxaniz; Andrea Calvo-Echenique
Sensors
- 2021
- journal-article
Study of Manhattan’s consensus degrees through an extension based on the Uniform distribution
AUTHORS: Tapia, J.M.; Chiclana, F.; del Moral, M.J.; Herrera-Viedma, E.
Procedia Computer Science
- 2021
- conference-paper
Study of Quantized Hardware Deep Neural Networks Based on Resistive Switching Devices, Conventional versus Convolutional Approaches
Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies
AUTHORS: Antonio M. Mora; Alberto Guillén; Francisco Barranco; Pedro A. Castillo; Juan J. Merelo
- 2021
- book-chapter
Suburban Fertility and Metropolitan Cycles: Insights from European Cities
Sustainable building material selection: An integrated multi-criteria large group decision making framework
AUTHORS: Zhen-Song Chen; Lan-Lan Yang; Kwai-Sang Chin; Yi Yang; Witold Pedrycz; Jian-Peng Chang; Luis Martínez; Mirosław J. Skibniewski
Applied Soft Computing
- 2021
- journal-article
Synthetic Sample Generation for Label Distribution Learning
AUTHORS: González, M.; Luengo, J.; Cano, J.-R.; García, S.
Information Sciences
- 2021
- journal-article
Systems Science and Engineering Research in the Context of Systems, Man, and Cybernetics: Recollection, Trends, and Future Directions
IEEE Transactions on Systems, Man, and Cybernetics: Systems
- 2021
- journal-article
Taxonoḿıa y aplicaciones matemáticas a las ciencias del deporte
- 2021
- journal-article
Teaching Learning-Based Optimization With Evolutionary Binarization Schemes for Tackling Feature Selection Problems
AUTHORS: Thaer Thaher; Majdi Mafarja; Hamza Turabieh; Pedro A. Castillo; Hossam Faris; Ibrahim Aljarah
IEEE Access
- 2021
- journal-article
Temporal EigenPAC for Dyslexia Diagnosis
AUTHORS: Gallego-Molina, Nicolas J.; Formoso, Marco; Ortiz, Andres; Martinez-Murcia, Francisco J.; Luque, Juan L.
Lecture Notes in Computer Science
- 2021
- journal-article
Temporal EigenPAC for Dyslexia diagnosis
arXiv
- 2021
- other
Temporal EigenPAC for dyslexia diagnosis
ArXiv
- 2021
- journal-article
The complexity of approximating the complex-valued Ising model on bounded degree graphs
The Georeferencing of Old Cartography in Geographic Information Systems (GIS): Review, Analysis and Comparative Study of Georeferencing Software
The growth of COVID-19 scientific literature: A forecast analysis of different daily time series in specific settings
AUTHORS: Torres-Salinas, Daniel; Robinson-Garcia, Nicolas; van Schalkwyk, Francois; Nane, Gabriela F.; Castillo-Valdivieso, Pedro
PROCEEDINGS OF ISSI 2011: THE 13TH CONFERENCE OF THE INTERNATIONAL SOCIETY FOR SCIENTOMETRICS AND INFORMETRICS, VOLS 1 AND 2
- 2021
- journal-article
The growth of COVID-19 scientific literature: A forecast analysis of different daily time series in specific settings
AUTHORS: Torres-Salinas, Daniel; Robinson-Garcia, Nicolas; van Schalkwyk, Francois; Nane, Gabriela F.; Castillo-Valdivieso, Pedro
ArXiv
- 2021
- journal-article
The impact of traditional land use management on soil quality in Northeastern Himalayas (India)
The impact of traditional land use management on soil quality in Northeastern Himalayas (India)
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
The risk assessment of construction project investment based on prospect theory with linguistic preference orderings
The strategy of resource management explained through gamification of the Total War Saga
Investigación e innovación educativa frente a los retos para el desarrollo sostenible
- 2021
- conference-paper
The Stratic Defuzzifier for discretised general type-2 fuzzy sets
AUTHORS: Greenfield, S.; Chiclana, F.
Information Sciences
- 2021
- journal-article
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images
AUTHORS: Arco, J.E.; Ortiz, A.; Ramírez, J.; Górriz, J.M.
arXiv
- 2021
- other
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images
ArXiv
- 2021
- journal-article
Tiled sparse coding in eigenspaces for the COVID-19 diagnosis in chest X-ray images
arXiv
- 2021
- other