Publicaciones

Can explainable artificial intelligence support software modelers in model comprehension?

Software and Systems Modeling

Capítulo 6. Fediverso y medios públicos: el reto de estar en Mastodon

Espejo de Monografías de Comunicación Social

Characterizing Provider Fairness in Content-Based E-Service Intelligent Recommendation
CoGames: Development of an adaptive smartphone-based and gamified monitoring tool for cognitive function in Multiple Sclerosis
AUTHORS: Silvan Pless; Tim Woelfle; Johannes Lorscheider; Andrea Wiencierz; Óscar Reyes; Carlos Luque; Pasquale Calabrese; Cristina Granziera; Ludwig Kappos

Journal of Neurology

Consensus methods with Nash and Kalai–Smorodinsky bargaining game for large-scale group decision-making

European Journal of Operational Research

Consensus-Based Automatic Group Decision-Making Method with Reliability and Subjectivity Measures Based on Sentiment Analysis

Algorithms

Consistency- and ordinal consensus-based multiple scenario model for group decision-making with incomplete probabilistic linguistic preference relations

Applied Soft Computing

Constructing Composite Indicators Through Extreme Values Reductions-Ordered Weighted Averaging: Human Development Index
AUTHORS: Matheus Pereira Libório; Petr Ekel; Marcos Flávio Silveira Vasconcelos D’Angelo; Luis Martínez; Hamid Rabiei

IEEE Access

Content curation in social media for scientific journals. Trends and best practices
CUBIC: Unsupervised Detection of Conceptual Biases via Vision-Language Embeddings

Information Systems Frontiers

Curación de contenidos en noticias en vivo. El caso de las jornadas electorales en España de 2023
AUTHORS: Jesús Cascón-Katchadourian; Javier Guallar; Carlos Lopezosa; Juan-José Boté-Vericad

Estudios sobre el Mensaje Periodístico

Curación de contenidos en redes sociales de revistas científicas. Tendencias y buenas prácticas
Data augmentation based on large language models for radiological report classification
AUTHORS: Jaime Collado-Montañez, María-Teresa Martín-Valdivia, Eugenio Martínez-Cámara

Knowledge-Based Systems

Dealing With Heterogeneous Information in Multi-Criteria Group Decision-Making Problems: A Comprehensive Design Framework

IEEE Access

Deep Learning Approaches to Assessing University Students’ Health-Related Quality of Life: A Comparative Study of MLP and GNN

Proceedings IEEE Symposium on Computer Based Medical Systems

Deep Learning in Multiple Instance Learning: Methods, Applications, and Research Trends

IEEE Access

DeepHGNN: Study of graph neural network based forecasting methods for hierarchically related multivariate time series

Expert Systems with Applications

Defining a Method for Mapping Aeolian Sand Transport Susceptibility Using Bivariate Statistical and Machine Learning Methods—A Case Study of the Seqale Watershed, Eastern Iran

Sustainability

Determination of the Number of Clusters in High-Dimensional Data With Subspace Clusters

IEEE Transactions on Big Data

Developing Big Data anomaly dynamic and static detection algorithms: AnomalyDSD spark package

Information Sciences

Directed Weighted EEG Connectogram Insights of One-to-One Causality for Identifying Developmental Dyslexia

International Journal of Neural Systems

Divide and conquer? A combination of judgments method for comparing DSSs. Pairwise comparison vs. holistic paradigms
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana

Information Fusion

Don’t Forget Your Inverse DDIM for Image Editing

IEEE Computational Intelligence Magazine

Dynamic clustering-based consensus model for large-scale group decision-making considering overlapping communities
AUTHORS: Zhen Hua; Xiangjie Gou; Luis Martínez

Information Fusion

Dynamic critical factors identification: A novel fuzzy DEMATEL method considering heterogeneous information

Expert Systems with Applications

Dynamic interactive robust consensus reaching framework for maximum experts considering uncertain cost and adjustment strategy

Expert Systems with Applications

Dynamic Programming for Training DNN in Distributed Computing
AUTHORS: Julia García Cabello; S. Carbó-García
Early Failure Detection for Air Production Unit in Metro Trains
Efficacy of Percutaneous Vertebroplasty Versus Placebo and Conservative Treatment in Osteoporotic Vertebral Fractures: An Updated Systematic Review and Meta-Analysis of Randomized Clinical Trials

Diagnostics

Efficient heuristics for the obnoxious planar p-median problem with variable sizes

Applied Soft Computing

Efficient searches in protein sequence space through AI-driven iterative learning

bioRxiv

ELICIT information-based robust large-scale minimum cost consensus model under social networks
AUTHORS: Yefan Han; Bapi Dutta; Diego García-Zamora; Ying Ji; Shaojian Qu; Luis Martínez

Applied Soft Computing

Eliciting personalized AHP scale from verbal pairwise comparisons

Journal of the Operational Research Society

Enhancing All-Optical NV Center Magnetometry With Machine Learning: Model Selection for Efficient and Deployable Quantum Sensors

IEEE Sensors Journal

Enhancing Explainability and Reliable Decision-Making in Particle Swarm Optimization through Communication Topologies
Enhancing the Classification of Imbalanced Arabic Medical Questions Using DeepSMOTE
AUTHORS: Bushra Al-Smadi; Bassam Hammo; Hossam Faris; Pedro A. Castillo

AI

Enhancing train travel time prediction for China–Europe railway express: A transfer learning-based fusion technique
AUTHORS: Jingwei Guo; Jiayi Guo; Lin Fang; Zhen-Song Chen; Francisco Chiclana

Information Fusion

Establishing the Foundation for Out-of-Distribution Detection in Monument Classification Through Nested Dichotomies
AUTHORS: Ignacio Antequera-Sánchez; Juan Luis Suárez-Díaz; Rosana Montes; Francisco Herrera
Evaluating Preprocessing Techniques for Calcification Morphology Classification in Mammograms Based on Convolutional Neural Networks
Evaluation of Explainable, Interpretable and Non-Interpretable Algorithms for Cyber Threat Detection

Electronics

Evolutionary Computation for the Design and Enrichment of General-Purpose Artificial Intelligence Systems: Survey and Prospects

IEEE Transactions on Evolutionary Computation

Evolutionary dynamics of trust in hierarchical populations with varying investment strategies

Journal of the Royal Society Interface

Experimental application of a semi-parametric model for interpretable and accurate egression analysis of building energy consumption

Energy and Buildings

Explainable Inter-Modality Medical Information Transfer Using Siamese Autoencoders

IEEE Transactions on Radiation and Plasma Medical Sciences

Exploratory analysis of the proteomic profile in plasma in adults with Down syndrome in the context of Alzheimer’s disease

Alzheimer's and Dementia

Exploring free radiomics software tools: a multiparametric evaluation for cancer classification

BMC Medical Imaging

Exploring Gender Bias in Misclassification with Clustering and Local Explanations
Extracting Knowledge from Machine Learning Models to Diagnose Breast Cancer

Life

Factors Influencing the Development of Metachronous Fractures in Patients with Osteoporotic Vertebral Fractures Treated with Conservative Management or Vertebroplasty
AUTHORS: Fernando Ruiz Santiago; Lucía Bueno Caravaca; Francisco Garrido Sanz; Paula María Jiménez Gutiérrez; David Luengo Gómez; Mario Rivera Izquierdo; José Manuel Benítez; Antonio Jesús Láinez Ramos-Bossini

Diagnostics

Fair Overlap Number of Balls (Fair-ONB): A Data-Morphology-based Undersampling Method for Bias Reduction

Statistics