MANUEL EMILIO
GEGUNDEZ ARIAS
PROFESOR TITULAR DE UNIVERSIDAD
Publications by the researcher in collaboration with MANUEL EMILIO GEGUNDEZ ARIAS (33)
2023
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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
2021
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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
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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
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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
2020
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A fast and accurate deep learning method for strawberry instance segmentation
Computers and Electronics in Agriculture, Vol. 178
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StrawDI - The Strawberry Digital Images Data Set
Zenodo
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StrawDI - The Strawberry Digital Images Data Set
Zenodo
2019
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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
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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
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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
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A General Framework for Predictors Based on Bounding Techniques and Local Approximation
IEEE Transactions on Automatic Control, Vol. 62, Núm. 7, pp. 3430-3435
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A tool for automated diabetic retinopathy pre-screening based on retinal image computer analysis
Computers in Biology and Medicine, Vol. 88, pp. 100-109
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Calculating the profits of an economic MPC applied to CSP plants with thermal storage system
Solar Energy, Vol. 155, pp. 1165-1177
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Economic MPC applied to generation scheduling in CSP plants
IFAC-PapersOnLine, Vol. 50, Núm. 1, pp. 115-120
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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)
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Planificación de la producción basada en control predictivo para plantas termosolares
Actas de las XXXVIII Jornadas de Automática
2016
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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)
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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
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Combined stochastic and deterministic interval predictor
IFAC-PapersOnLine
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Combined stochastic and deterministic interval predictor for time-varying systems
2015 23rd Mediterranean Conference on Control and Automation, MED 2015 - Conference Proceedings