
JOSE FRANCISCO
VICENT FRANCÉS
PROFESOR/A TITULAR DE UNIVERSIDAD
Publications (80) JOSE FRANCISCO VICENT FRANCÉS publications
2025
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A novel approach to predict the traffic accident assistance based on deep learning
Neural Computing and Applications
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CTextureFusion: Advanced Texture Transfer with Multi-head Attention for Improving Lung CT Super Resolution
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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GeoCC-ConvLSTM: A Model for Nationwide Air Quality Forecasting
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2024
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A Variant of the Growing Neural Gas Algorithm for the Design of an Electric Vehicle Charger Network
Mathematics, Vol. 12, Núm. 22
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Feature fusion for a robust traffic accident assistance forecasting model with deep learning
Applied Soft Computing, Vol. 167
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Global forecasting of carbon concentration through a deep learning spatiotemporal modeling
Journal of Environmental Management, Vol. 371
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Influential Yield Strength of Steel Materials with Return Random Walk Gravity Centrality
Mathematics, Vol. 12, Núm. 3
2023
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A novel measure to identify influential nodes: Return Random Walk Gravity Centrality
Information Sciences, Vol. 628, pp. 177-195
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Deep learning model of convolutional neural networks powered by a genetic algorithm for prevention of traffic accidents severity
Chaos, Solitons and Fractals, Vol. 169
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Explainability techniques applied to road traffic forecasting using Graph Neural Network models
Information Sciences, Vol. 645
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Few-Shot Learning for Prediction of Electricity Consumption Patterns
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Understanding the metallic glasses formation by applying a centrality measure based on betweenness
Computational Materials Science, Vol. 218
2022
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A centrality model for directed graphs based on the Two-Way-Random Path and associated indices for characterizing the nodes
Journal of Computational Science, Vol. 63
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Anew centrality measure in dense networks based on two-way random walk betweenness
Applied Mathematics and Computation, Vol. 412
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Cambio de metodología para mejorar la enseñanza-aprendizaje de Matemáticas 2
Memorias del Programa de Redes de investigación en docencia universitaria: Convocatoria 2021-22 (Instituto de Ciencias de la Educación), pp. 1351-1367
2021
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A new methodology to study street accessibility: A case study of avila (Spain)
ISPRS International Journal of Geo-Information, Vol. 10, Núm. 7
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An algorithm for ranking the nodes of multiplex networks with data based on the PageRank concept
Applied Mathematics and Computation, Vol. 392
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Análisis de la transición de clases presenciales a modalidad online
Memorias del Programa de Redes-I3CE de calidad, innovación e investigación en docencia universitaria: Convocatoria 2020-21 (Instituto de Ciencias de la Educación), pp. 2475-2483
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Identifying mobility patterns by means of centrality algorithms in multiplex networks
Applied Mathematics and Computation, Vol. 406
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Understanding mobility in Rome by means of a multiplex network with data
Journal of Computational Science, Vol. 51