I.U. DE INVESTIGACIÓN INFORMÁTICA
Instituto
MANUEL
CURADO NAVARRO
PROFESOR/A TITULAR UNIVERSIDAD
Publicacións nas que colabora con MANUEL CURADO NAVARRO (29)
2024
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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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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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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
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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Identifying mobility patterns by means of centrality algorithms in multiplex networks
Applied Mathematics and Computation, Vol. 406
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Network embedding from the line graph: Random walkers and boosted classification
Pattern Recognition Letters, Vol. 143, pp. 36-42
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Understanding mobility in Rome by means of a multiplex network with data
Journal of Computational Science, Vol. 51
2020
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Analysis and comparison of centrality measures applied to urban networks with data
Journal of Computational Science, Vol. 43
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Early detection of Alzheimer's disease: Detecting asymmetries with a return random walk link predictor
Entropy, Vol. 22, Núm. 4
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Seeking affinity structure: Strategies for improving m-best graph matching
Information Sciences, Vol. 509, pp. 164-182
2019
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Dirichlet densifier bounds: Densifying beyond the spectral gap constraint
Pattern Recognition Letters, Vol. 125, pp. 425-431
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Dirichlet densifiers for improved commute times estimation
Pattern Recognition, Vol. 91, pp. 56-68
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Extending the adapted PageRank algorithm centrality to multiplex networks with data using the PageRank two-layer approach
Symmetry, Vol. 11, Núm. 2
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Network Embedding by Walking on the Line Graph
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
2018
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Dirichlet densifiers: Beyond constraining the spectral gap
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Net4Lap: Neural Laplacian Regularization for Ranking and Re-Ranking
Proceedings - International Conference on Pattern Recognition