Publicaciones (40) Publicaciones de MANUEL EMILIO GEGUNDEZ ARIAS

2023

  1. Automatic detection of crohn disease in wireless capsule endoscopic images using a deep convolutional neural network

    Applied Intelligence, Vol. 53, Núm. 10, pp. 12632-12646

2022

  1. Camera traps and artificial intelligence for monitoring invasive species and emerging diseases

    Ecological Informatics

2021

  1. A new deep learning method for blood vessel segmentation in retinal images based on convolutional kernels and modified U-Net model

    Computer Methods and Programs in Biomedicine, Vol. 205

  2. A new deep-learning strawberry instance segmentation methodology based on a fully convolutional neural network

    Neural Computing and Applications, Vol. 33, Núm. 22, pp. 15059-15071

  3. Application of data-based solar field models to optimal generation scheduling in concentrating solar power plants

    Mathematics and Computers in Simulation, Vol. 190, pp. 1130-1149

  4. Deep learning

    Universidad de Huelva

2020

  1. A fast and accurate deep learning method for strawberry instance segmentation

    Computers and Electronics in Agriculture, Vol. 178

2019

  1. Modelos empíricos del campo solar en plantas termosolares de concentración: Aplicación a la planificación

    XL Jornadas de Automática: libro de actas. Ferrol, 4-6 de septiembre de 2019

2018

  1. An exudate detection method for diagnosis risk of diabetic macular edema in retinal images using feature-based and supervised classification

    Medical and Biological Engineering and Computing, Vol. 56, Núm. 8, pp. 1379-1390

  2. How do foreign income shocks affect the magnitude of Spanish tourism?

    Tourism Economics, Vol. 24, Núm. 7, pp. 839-871

  3. Planificación de la producción en plantas termosolares.: Modelado del campo solar orientado a datos

    XXXIX Jornadas de Automática: actas. Badajoz, 5-7 de septiembre de 2018

2017

  1. A General Framework for Predictors Based on Bounding Techniques and Local Approximation

    IEEE Transactions on Automatic Control, Vol. 62, Núm. 7, pp. 3430-3435

  2. A tool for automated diabetic retinopathy pre-screening based on retinal image computer analysis

    Computers in Biology and Medicine, Vol. 88, pp. 100-109

  3. Calculating the profits of an economic MPC applied to CSP plants with thermal storage system

    Solar Energy, Vol. 155, pp. 1165-1177

  4. Economic MPC applied to generation scheduling in CSP plants

    IFAC-PapersOnLine, Vol. 50, Núm. 1, pp. 115-120

  5. Microaneurysm candidate extraction methodology in retinal images for the integration into classification-based detection systems

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

  6. Planificación de la producción basada en control predictivo para plantas termosolares

    Actas de las XXXVIII Jornadas de Automática

2016

  1. Automated detection of diabetic macular edema risk in fundus images

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

  2. Inter-observer reliability and agreement study on early diagnosis of diabetic retinopathy and diabetic macular edema risk

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

2015

  1. Combined stochastic and deterministic interval predictor

    IFAC-PapersOnLine