Teoría de la Señal y Comunicaciones e Ingeniería Telemática
Departamento
Universidad Politécnica de Cartagena
Cartagena, EspañaPublicaciones en colaboración con investigadores/as de Universidad Politécnica de Cartagena (28)
2022
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Metaheuristic algorithms in visible and near infrared spectra to detect excess nitrogen content in tomato plants
Journal of Near Infrared Spectroscopy, Vol. 30, Núm. 4, pp. 197-207
2021
2019
2018
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A genetic algorithm for VNF provisioning in NFV-enabled cloud/MEC RAN architectures
Applied Sciences (Switzerland), Vol. 8, Núm. 12
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Elastic Networks Thematic Network Results I: Planning and Control of Flex-Grid/SDM
International Conference on Transparent Optical Networks
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Genetic Algorithm for Effective Service Mapping in the Optical Backhaul of 5G Networks
International Conference on Transparent Optical Networks
2017
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Bioinspired architecture selection for multitask learning
Frontiers in Neuroinformatics, Vol. 11
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Fair bandwidth allocation algorithm for PONS based on network utility maximization
Journal of Optical Communications and Networking, Vol. 9, Núm. 1, pp. 75-86
2016
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Early-stage atherosclerosis detection using deep learning over carotid ultrasound images
Applied Soft Computing Journal, Vol. 49, pp. 616-628
2015
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Estimation of the arterial diameter in ultrasound images of the common carotid artery
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Frequency-domain active contours solution to evaluate intima-media thickness of the common carotid artery
Biomedical Signal Processing and Control, Vol. 16, pp. 68-79
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Fully automatic segmentation of ultrasound common carotid artery images based on machine learning
Neurocomputing, Vol. 151, Núm. P1, pp. 161-167
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Related tasks selection to multitask learning schemes
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds
Advances in Intelligent Systems and Computing
2014
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Automatic detection of the intima-media thickness in ultrasound images of the common carotid artery using neural networks
Medical and Biological Engineering and Computing, Vol. 52, Núm. 2, pp. 169-181
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Automatic image-based segmentation of the heart from CT scans
Eurasip Journal on Image and Video Processing, Vol. 2014, Núm. 1
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Ultrasound image processing based on machine learning for the fully automatic evaluation of the Carotid Intima-Media Thickness
Proceedings - International Workshop on Content-Based Multimedia Indexing
2013
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Active contours tool for the common carotid artery layers segmentation in ultrasound images
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Automatic evaluation of carotid intima-media thickness in ultrasounds using machine learning
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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Comparison of finite difference and B-spline deformable models in characterization of 3D data
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)