An Enhanced Opposition-Based Evolutionary Feature Selection Approach
AUTHORS: Abu Khurma, Ruba; Aljarah, Ibrahim; Castillo, Pedro A.; Sabri, Khair Eddin
Lecture Notes in Computer Science
- 2022
- journal-article
An ensemble-based convolutional neural network model powered by a genetic algorithm for melanoma diagnosis
AUTHORS: Eduardo Pérez; Sebastián Ventura
Neural Computing and Applications
- 2022
- journal-article
An Improvement of Consensus in Group Decision-Making Through an Optimal Distribution of Information Granularity
AUTHORS: Cabrerizo, F.J.; González-Quesada, J.C.; Morente-Molinera, J.A.; Pérez, I.J.; Herrera-Viedma, E.; Pedrycz, W.
Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022
- 2022
- conference-paper
An overview of deep learning techniques for epileptic seizures detection and prediction based on neuroimaging modalities: Methods, challenges, and future works
AUTHORS: Shoeibi, Afshin; Moridian, Parisa; Khodatars, Marjane; Ghassemi, Navid; Jafari, Mahboobeh; Alizadehsani, Roohallah; Kong, Yinan; Gorriz, Juan Manuel; Ramirez, Javier; Khosravi, Abbas; Nahavandi, Saeid; Acharya, U. Rajendra
Computers in Biology and Medicine
- 2022
- journal-article
Analysis of Ranking Consistency in Linguistic Multiple Attribute Decision Making: The Roles of Granularity and Decision Rules
AUTHORS: Sihai Zhao; Yucheng Dong; Luis Martine; Witold Pedrycz
IEEE Transactions on Fuzzy Systems
- 2022
- journal-article
Analyzing Statistical Inference Maps Using MRI Images for Parkinson’s Disease
AUTHORS: Jimenez-Mesa, C.; Castillo-Barnes, Diego; Arco, Juan E.; Segovia, F.; Ramirez, J.; Gorriz, J. M.
Lecture Notes in Computer Science
- 2022
- journal-article
Ant colony optimization for feature selection via a filter-randomized search heuristic
GECCO 2022 Companion - Proceedings of the 2022 Genetic and Evolutionary Computation Conference
- 2022
- conference-paper
Aplicación de herramientas emergentes en redes sociales para emprendimiento en el ámbito de la ingeniería mecánica y el diseño industrial
Congreso Iberoamericano de Ingeniería Mecánica-CIBIM 2022
- 2022
- conference-paper
Application of Choquet Integral Operator to Aggregate ELICIT Information
AUTHORS: Wen He; Bapi Dutta; Rosa M. Rodríguez; Luis Martínez
- 2022
- book-chapter
Applications of computational intelligence‐based systems for societal enhancement
AUTHORS: Fabio Caraffini; Francisco Chiclana; Raymond Moodley; Mario Gongora
International Journal of Intelligent Systems
- 2022
- journal-article
Assessment of downy mildew in grapevine using computer vision and fuzzy logic. Development and validation of a new method
AUTHORS: Hernández, I.; Gutiérrez, S.; Ceballos, S.; Palacios, F.; Toffolatti, S.L.; Maddalena, G.; Diago, M.P.; Tardaguila, J.
Oeno One
- 2022
- journal-article
Assessment of sustainable development objectives in Smart Labs: technology and sustainability at the service of society
Author-branded information curation: analysis of independent newsletters,Curación de información con marca de autor: análisis de newsletters independientes
AUTHORS: Cascón-Katchadourian, J.-D.; Boté-Vericad, J.-J.; Guallar, J.
Ibersid
- 2022
- journal-article
Auto-adaptive Grammar-Guided Genetic Programming algorithm to build Ensembles of Multi-Label Classifiers
AUTHORS: Jose M. Moyano; Sebastián Ventura
Information Fusion
- 2022
- journal-article
Automatic Diagnosis of Myocarditis in Cardiac Magnetic Images Using CycleGAN and Deep PreTrained Models
AUTHORS: Afshin Shoeibi; Navid Ghassemi; Jonathan Heras; Mitra Rezaei; Juan M. Gorriz
- 2022
- book-chapter
Automatic Diagnosis of Schizophrenia in EEG Signals Using Functional Connectivity Features and CNN-LSTM Model
AUTHORS: Afshin Shoeibi; Mitra Rezaei; Navid Ghassemi; Zahra Namadchian; Assef Zare; Juan M. Gorriz
- 2022
- book-chapter
Backdoor attacks-resilient aggregation based on Robust Filtering of Outliers in federated learning for image classification
AUTHORS: N. Rodríguez-Barroso, E. Martínez-Cámara, M.V. Luzón, F. Herrera
Knowledge-Based Systems
- 2022
- journal-article
Best Proximity Point Theorems Without Fuzzy P-Property for Several (ψ–ϕ)-Weak Contractions in Non-Archimedean Fuzzy Metric Spaces
Big Data Architecture for Building Energy Management Systems
AUTHORS: M. Dolores Ruiz; Juan Gomez-Romero; Carlos Fernandez-Basso; Maria J. Martin-Bautista
IEEE Transactions on Industrial Informatics
- 2022
- journal-article
BIM-aided large-scale group decision support: Optimization of the retrofit strategy for existing buildings
Bounded Confidence Evolution of Opinions and Actions in Social Networks
Buildings’ energy consumption prediction models based on buildings’ characteristics: Research trends, taxonomy, and performance measures
AUTHORS: Al-Shargabi, A.A.; Almhafdy, A.; Ibrahim, D.M.; Alghieth, M.; Chiclana, F.
Journal of Building Engineering
- 2022
- journal-article
CAD System for Parkinson’s Disease with Penalization of Non-significant or High-Variability Input Data Sources
AUTHORS: Castillo-Barnes, Diego; Merino-Chica, J.; Garcia-Diaz, R.; Jimenez-Mesa, C.; Arco, Juan E.; Ramirez, J.; Gorriz, J. M.
Lecture Notes in Computer Science
- 2022
- journal-article
Can Basic Medical Insurance Reduce Elderly Family Income Inequality in China?
AUTHORS: Xiaohong Pu; Yilong Wang; Weike Zhang; Ming Zeng
Frontiers in Public Health
- 2022
- journal-article
Capabilities, Limitations and Challenges of Style Transfer with CycleGANs: A Study on Automatic Ring Design Generation
Capacity Estimation from Environmental Audio Signals Using Deep Learning
AUTHORS: Reyes-Daneri, C.; Martinez-Murcia, F. J.; Ortiz, A.
Lecture Notes in Computer Science
- 2022
- journal-article
Case Study of a Low-Cost IoT Device with a Thermal Vision to Monitor Human Stool Behavior in the Home
AUTHORS: Alicia Montoro-Lendínez; David Díaz-Jiménez; José Luis López- Ruiz; Javier Medina-Quero; Macarena Espinilla-Estévez
- 2022
- book-chapter
Challenges in Fuzzy Decision Making for Future Research
AUTHORS: José Ramón Trillo; Enrique Herrera-Viedma; María José Higueras-Ruiz; Sergio Alonso; Juan Antonio Morente-Molinera; Francisco Javier Cabrerizo
Frontiers in Artificial Intelligence and Applications
- 2022
- book-chapter
Challenges of ubiquitous and wearable solutions to address active ageing in the Andalusian community
AUTHORS: Aurora Polo-Rodríguez; Pietro Dionisio; Francesco Agnoloni; Ana Perandrés Gómez; Cristiano Paggetti; Lucía González López; Alfonso Cruz Lendínez; Macarena Espinilla-Estévez; Javier Medina-Quero
JUCS - Journal of Universal Computer Science
- 2022
- journal-article
Classical dynamic consensus and opinion dynamics models: A survey of recent trends and methodologies
AUTHORS: Hassani, H.; Razavi-Far, R.; Saif, M.; Chiclana, F.; Krejcar, O.; Herrera-Viedma, E.
Information Fusion
- 2022
- journal-article
Classification of Arabic healthcare questions based on word embeddings learned from massive consultations: a deep learning approach
AUTHORS: Hossam Faris; Maria Habib; Mohammad Faris; Alaa Alomari; Pedro A. Castillo; Manal Alomari
Journal of Ambient Intelligence and Humanized Computing
- 2022
- journal-article
Classifying the content of social media images to support cultural ecosystem service assessments using deep learning models
AUTHORS: Ana Sofia Cardoso; Francesco Renna; Ricardo Moreno-Llorca; Domingo Alcaraz-Segura; Siham Tabik; Richard J. Ladle; Ana Sofia Vaz
Ecosystem Services
- 2022
- journal-article
Climate legacies drive the distribution and future restoration potential of dryland forests
AUTHORS: Emilio Guirado; Manuel Delgado-Baquerizo; Jaime Martínez-Valderrama; Siham Tabik; Domingo Alcaraz-Segura; Fernando T. Maestre
Nature Plants
- 2022
- journal-article
Collaboration enhanced hybrid fuzzy decision-making approach to analyze the renewable energy investment projects
AUTHORS: Hasan Di̇nçer; Serhat Yüksel; Luis Martínez
Energy Reports
- 2022
- journal-article
Collective eXplainable AI: Explaining Cooperative Strategies and Agent Contribution in Multiagent Reinforcement Learning With Shapley Values
Comparison and Evaluation of Methods for a Predict+Optimize Problem in Renewable Energy
Complex network modelling of EEG band coupling in dyslexia: An exploratory analysis of auditory processing and diagnosis
Comprehensive Minimum Cost Consensus Models for ELICIT Information
IEEE International Conference on Fuzzy Systems
- 2022
- conference-paper
Conceptual structure of federated learning research field
AUTHORS: Velez-Estevez, A.; Ducange, P.; Perez, I.J.; Cobo, M.J.
Procedia Computer Science
- 2022
- conference-paper
Conclusions
- 2022
- book-chapter
Consensus Reaching in Multiple Attribute Group Decision Making: A Multi-Stage Optimization Feedback Mechanism With Individual Bounded Confidences
Consensus Reaching With Minimum Cost of Informed Individuals and Time Constraints in Large-Scale Group Decision-Making
Consistency Improvement With a Feedback Recommendation in Personalized Linguistic Group Decision Making
Consistency-Driven Methodology to Manage Incomplete Linguistic Preference Relation: A Perspective Based on Personalized Individual Semantics
Constraints on the structure and seasonal variations of Triton’s atmosphere from the 5 October 2017 stellar occultation and previous observations
AUTHORS: Joana Marques Oliveira; Bruno Sicardy; Altair Ramos Gomes Júnior; Jose L. Ortiz; Darrell; Tanguy Bertrand; F. Forget; E. Lellouch; Josselin Desmars; D. Bérard; A. Doressoundiram; J. Lecacheux; Rodrigo Leiva; Meza, E.; F. Roques; Damya Souami; T. Widemann; Pablo Santos-Sanz; N. Morales; Rene Duffard; Estela Fernández-Valenzuela; A. J. Castro-Tirado; Felipe Braga Ribas; Bruno Morgado; Marcelo Assafin; Julio Ignacio Bueno de Camargo; Roberto Vieira-Martins; Gustavo Benedetti-Rossi; S. Santos-Filho; M. V. Banda-Huarca; F. Quispe-Huaynasi; Chrystian Luciano Pereira; Flavia Luane Rommel; Giuliano Margoti; A. Dias-Oliveira; F. Colas; J. Berthier; S. Renner; Ricardo Hueso; Santiago Perez-Hoyos; Agustín Sánchez-Lavega; J. F. Rojas; W. Beisker; Mike Kretlow; D. Herald; D. Gault; K.-L. Bath; H.-J. Bode; E. Bredner; K. Guhl; T. V. Haymes
Astronomy & Astrophysics
- 2022
- journal-article
Contexto universitario, profesores y estudiantes: vínculos y éxito académico
AUTHORS: Jorge Humberto Guanin-Fajardo; Jorge Casillas Barranquero
Revista Iberoamericana de Educación
- 2022
- journal-article
ConvNet-CA: A Lightweight Attention-Based CNN for Brain Disease Detection
AUTHORS: Hengde Zhu; Jian Wang; Shui-Hua Wang; Yu-Dong Zhang; Juan M. Górriz
- 2022
- book-chapter
Cooperation dynamics under pandemic risks and heterogeneous economic interdependence
Correction to: Improving the portability of predicting students’ performance models by using ontologies
Correction to: New insights into the evaluation of peripheral nerves lesions: a survival guide for beginners
AUTHORS: Teodoro Martín-Noguerol; Rafael Barousse; Antonio Luna; Mariano Socolovsky; Juan M. Górriz; Manuel Gómez-Río
Neuroradiology
- 2022
- journal-article