Managing heterogeneous preferences and multiple consensus behaviors with self-confidence in large-scale group decision making
AUTHORS: Wenqi Liu; Yuzhu Wu; Xin Chen; Francisco Chiclana
Information Fusion
- 2024
- journal-article
Managing non-cooperative behaviors in consensus reaching process: A novel multi-stage linguistic LSGDM framework
AUTHORS: Hui-Hui Song; Bapi Dutta; Diego García-Zamora; Ying-Ming Wang; Luis Martínez
Expert Systems with Applications
- 2024
- journal-article
Managing non-cooperative behaviors in consensus reaching processes: a comprehensive self-management weight generation mechanism
Mapping sediment mobilization risks: Prioritizing results obtained at watershed and sub-watershed scales
Measuring Additive Consistency of Linguistic Preference Relations in a Personalized-Individual-Semantics Context: A Systematic Investigation With Axiomatic Design
IEEE Transactions on Systems, Man, and Cybernetics: Systems
- 2024
- journal-article
Metric learning for monotonic classification: turning the space up to the limits of monotonicity
AUTHORS: Juan Luis Suárez; Germán González-Almagro; Salvador García; Francisco Herrera
Applied Intelligence
- 2024
- journal-article
Minimum Cost Consensus-Based Social Network Group Decision Making With Altruism-Fairness Preferences and Ordered Trust Propagation
AUTHORS: Yu Feng; Yaoguo Dang; Junjie Wang; Junliang Du; Francisco Chiclana
IEEE Transactions on Systems, Man, and Cybernetics: Systems
- 2024
- journal-article
Mixed-cultivation grasslands enhance runoff generation and reduce soil loss in the restoration of degraded alpine hillsides
Modeling the opinion dynamics of superstars in the film industry
AUTHORS: Jesús Giráldez-Cru; Ana Suárez-Vázquez; Carmen Zarco; Oscar Cordón
Expert Systems with Applications
- 2024
- journal-article
Morning Anxiety Detection Through Smartphone-Based Photoplethysmography Signals Analysis Using Machine Learning Methods
AUTHORS: Masoud Sistaninezhad; Ali Jafarizadeh; Saman Rajebi; Siamak Pedrammehr; Roohallah Alizadehsani; Juan M. Gorriz
- 2024
- book-chapter
Multiomics and eXplainable artificial intelligence for decision support in insulin resistance early diagnosis: A pediatric population-based longitudinal study
AUTHORS: Álvaro Torres-Martos; Augusto Anguita-Ruiz; Mireia Bustos-Aibar; Alberto Ramírez-Mena; María Arteaga; Gloria Bueno; Rosaura Leis; Concepción M. Aguilera; Rafael Alcalá; Jesús Alcalá-Fdez
Artificial Intelligence in Medicine
- 2024
- journal-article
Natural noise management in collaborative recommender systems over time-related information
NeSIG: A Neuro-Symbolic Method for Learning to Generate Planning Problems
AUTHORS: Carlos Núñez-Molina; Pablo Mesejo; Juan Fernández-Olivares
- 2024
- book-chapter
Nets4Learning: A Web Platform for Designing and Testing ANN/DNN Models
On generating trustworthy counterfactual explanations
On the admissibility of the alpha-order for fuzzy numbers
On-line linguistic decision support system based on citizen crowd decision making
Optimization of Transport Routes Through a Social Interaction Algorithm-Based Application
- 2024
- book-chapter
Optimizing Convolutional Neural Network Architectures
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez
Mathematics
- 2024
- journal-article
Optimizing dense feed-forward neural networks
AUTHORS: Luis Balderas; Miguel Lastra; José M. Benítez
Neural Networks
- 2024
- journal-article
Ordering vs. AHP. Does the intensity used in the decision support techniques compensate?
AUTHORS: Carlos Sáenz-Royo; Francisco Chiclana; Enrique Herrera-Viedma
Expert Systems with Applications
- 2024
- journal-article
Payoff-driven migration promotes the evolution of trust in networked populations
AUTHORS: Yuying Zhu; Wenbo Li; Chengyi Xia; Manuel Chica
Knowledge-Based Systems
- 2024
- journal-article
Personality trait detection via transfer learning
AUTHORS: Alshouha, B.; Guerrero, J.S.; Chiclana, F.; Romero, F.P.; Olivas, J.A.
Computers, Materials and Continua
- 2024
- journal-article
Personalized fuzzy semantic model of PHFLTS: Application to linguistic group decision making
Phonendo: a platform for publishing wearable data on distributed ledger technologies
AUTHORS: Francisco Moya; Francisco J. Quesada; Luis Martínez; Fco Javier Estrella
Wireless Networks
- 2024
- journal-article
Physics-guided recurrent neural network trained with approximate Bayesian computation: A case study on structural response prognostics
AUTHORS: Juan Fernández; Juan Chiachío; José Barros; Manuel Chiachío; Chetan S. Kulkarni
Reliability Engineering & System Safety
- 2024
- journal-article
PLATERA: A Comprehensive Web-Based System and Sensor Dataset for Activity Recognition in Households Environments
AUTHORS: David Díaz-Jiménez; José Luis López; Juan F. Gaitán-Guerrero; Macarena Espinilla
- 2024
- book-chapter
Polar Encoding: A Simple Baseline Approach for Classification With Missing Values
Predicting Academic Success of College Students Using Machine Learning Techniques
AUTHORS: Jorge Humberto Guanin-Fajardo; Javier Guaña-Moya; Jorge Casillas
Data
- 2024
- journal-article
Predicting Rail Corrugation Based on Convolutional Neural Networks Using Vehicle’s Acceleration Measurements
AUTHORS: Masoud Haghbin; Juan Chiachío; Sergio Muñoz; Jose Luis Escalona Franco; Antonio J. Guillén; Adolfo Crespo Marquez; Sergio Cantero-Chinchilla
Sensors
- 2024
- journal-article
Prediction of Continuous Targets by Explainable Imbalanced Regression from Omics Data in Childhood Obesity
AUTHORS: Arteaga, María; Torres-Martos, Álvaro; Anguita-Ruiz, Augusto; Alcalá-Fdez, Jesús; Alcalá, Rafael; Gacto, María José
EXPLIMED 2024 - Proceedings of the 1st Workshop on Explainable Artificial Intelligence for the Medical Domain, co-located with 27th European Conference on Artificial Intelligence, ECAI 2024. CEUR Workshop Proceedings
- 2024
- conference-paper
Preference-based regret three-way decision method on multiple decision information systems with linguistic Z-numbers
AUTHORS: Han Wang; Yanbing Ju; Peiwu Dong; Aihua Wang; Francisco Javier Cabrerizo
Information Sciences
- 2024
- journal-article
Probabilistic Causal Effect Estimation With Global Neural Network Forecasting Models
IEEE Transactions on Neural Networks and Learning Systems
- 2024
- journal-article
Profiling Social Sentiment in Times of Health Emergencies with Information from Social Networks and Official Statistics
AUTHORS: Jorge-Eusebio Velasco-López; Ramón-Alberto Carrasco; Jesús Serrano-Guerrero; Francisco Chiclana
Mathematics
- 2024
- journal-article
PyDataBibPub: script en Python para automatizar la descarga de datos de bibliotecas públicas de España desarrollado con ChatGPT 3.5
QChi: A Faster Classification Algorithm Based on Wang–Mendel Algorithm
Quantifying external information in social network analysis: An application to comparative Mythology
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs
AUTHORS: Osés Grijalba, Jorge and
Ureña-López, L. Alfonso and
Mart́ınez Cámara, Eugenio and
Camacho-Collados, Jose, Calzolari, Nicoletta and
Kan, Min-Yen and
Hoste, Veronique and
Lenci, Alessandro and
Sakti, Sakriani and
Xue, Nianwen
Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024)
- 2024
- conference-paper
Question Answering over Tabular Data with DataBench: A Large-Scale Empirical Evaluation of LLMs
AUTHORS: J.O. Grijalba, L.A. Ureña-López, E.M. Cámara, J. Camacho-Collados
2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation, LREC-COLING 2024 - Main Conference Proceedings
- 2024
- conference-paper
Ranking of Fuzzy Numbers on the Basis of New Fuzzy Distance
Reinforcement Learning-Based Multiobjective Evolutionary Algorithm for Mixed-Model Multimanned Assembly Line Balancing Under Uncertain Demand
AUTHORS: Zikai Zhang; Qiuhua Tang; Manuel Chica; Zixiang Li
IEEE Transactions on Cybernetics
- 2024
- journal-article
REPROT: Explaining the predictions of complex deep learning architectures for object detection through reducts of an image
AUTHORS: Marilyn Bello; Gonzalo Nápoles; Leonardo Concepción; Rafael Bello; Pablo Mesejo; Óscar Cordón
Information Sciences
- 2024
- journal-article
Reviewing the differences between learning analytics and educational data mining: Towards educational data science
Robust multi-modal pedestrian detection using deep convolutional neural network with ensemble learning model
AUTHORS: Deepak Kumar Jain; Xudong Zhao; Salvador Garcia; Subramani Neelakandan
Expert Systems with Applications
- 2024
- journal-article
Scalable Transformer for High Dimensional Multivariate Time Series Forecasting
- 2024
- conference-paper
SEGAL time series classification — Stable explanations using a generative model and an adaptive weighting method for LIME
Self-Supervised Learning on Small In-Domain Datasets Can Overcome Supervised Learning in Remote Sensing
AUTHORS: Andres J. Sanchez-Fernandez; Sergio Moreno-Álvarez; Juan Antonio Rico-Gallego; Siham Tabik
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
- 2024
- journal-article
Semantic Building Information Modeling: An empirical evaluation of existing tools
AUTHORS: Ignacio Huitzil; Miguel Molina-Solana; Juan Gómez-Romero; Marco Schorlemmer; Pere Garcia-Calvés; Nardine Osman; Josep Coll; Fernando Bobillo
Journal of Industrial Information Integration
- 2024
- journal-article
SINAI at CheckThat! 2024: Stealthy Character-Level Adversarial Attacks Using Homoglyphs and Iterative Search
AUTHORS: J. Valle-Aguilera, A.J. Gutiérrez-Megías, S.M. Jiménez-Zafra, L.A. Ureña-López, E. Martínez-Cámara
CEUR Workshop Proceedings
- 2024
- conference-paper
SINAI at eRisk@ CLEF 2024: Approaching the Search for Symptoms of Depression and Early Detection of Anorexia Signs using Natural Language Processing
AUTHORS: A.M. Mármol-Romero, A. Moreno-Muñoz, P. Álvarez-Ojeda, K.M. Valencia-Segura, E. Martínez-Cámara, M. García-Vega, A. Montejo-Ráez
CEUR Workshop Proceedings
- 2024
- conference-paper