Publications in collaboration with researchers from Universidad Politécnica de Cartagena (28)

2022

  1. 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

  1. Identification of internal defects in potato using spectroscopy and computational intelligence based on majority voting techniques

    Foods, Vol. 10, Núm. 5

2019

  1. An automatic non-destructive method for the classification of the ripeness stage of red delicious apples in orchards using aerial video

    Agronomy, Vol. 9, Núm. 2

2018

  1. A genetic algorithm for VNF provisioning in NFV-enabled cloud/MEC RAN architectures

    Applied Sciences (Switzerland), Vol. 8, Núm. 12

  2. Elastic Networks Thematic Network Results I: Planning and Control of Flex-Grid/SDM

    International Conference on Transparent Optical Networks

  3. Genetic Algorithm for Effective Service Mapping in the Optical Backhaul of 5G Networks

    International Conference on Transparent Optical Networks

2017

  1. Bioinspired architecture selection for multitask learning

    Frontiers in Neuroinformatics, Vol. 11

  2. 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

  1. Early-stage atherosclerosis detection using deep learning over carotid ultrasound images

    Applied Soft Computing Journal, Vol. 49, pp. 616-628

2015

  1. 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)

  2. 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

  3. Fully automatic segmentation of ultrasound common carotid artery images based on machine learning

    Neurocomputing, Vol. 151, Núm. P1, pp. 161-167

  4. Related tasks selection to multitask learning schemes

    Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)

  5. Using machine learning techniques for the automatic detection of arterial wall layers in carotid ultrasounds

    Advances in Intelligent Systems and Computing

2014

  1. 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

  2. Automatic image-based segmentation of the heart from CT scans

    Eurasip Journal on Image and Video Processing, Vol. 2014, Núm. 1

  3. 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

  1. 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)

  2. 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)

  3. 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)