MLGroup
MACHINE LEARNING GROUP
Publicaciones (98) Publicaciones en las que ha participado algún/a investigador/a
2024
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Application of machine learning techniques to predict biodiesel iodine value
Energy, Vol. 292
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Deep-stratification of the cardiovascular risk by ultrasound carotid artery images
Biomedical Signal Processing and Control, Vol. 91
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Matching Distributions Algorithms Based on the Earth Mover's Distance for Ordinal Quantification
IEEE Transactions on Neural Networks and Learning Systems, Vol. 35, Núm. 1, pp. 1050-1061
2023
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A Pseudo-Label Guided Hybrid Approach for Unsupervised Domain Adaptation
Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
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All-in-one picture: visual summary of items in a recommender system
Neural Computing and Applications, Vol. 35, Núm. 27, pp. 20339-20349
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An Equivalence Analysis of Binary Quantification Methods
Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023
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Direct side information learning for zero-shot regression
Neurocomputing, Vol. 561
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Do all roads lead to Rome? Studying distance measures in the context of machine learning
Pattern Recognition, Vol. 141
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Efficient Implementation of a Genetic Algorithm for the Capacitated Vehicle Routing Problem on a High-Performance FPGA
Proceedings - 31st IEEE International Symposium on Field-Programmable Custom Computing Machines, FCCM 2023
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Impact of multi-output and stacking methods on feed efficiency prediction from genotype using machine learning algorithms
Journal of Animal Breeding and Genetics, Vol. 140, Núm. 6, pp. 638-652
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Lack of interest? Self and peer assessment as a means to improve students’ engagement
Innovations in Education and Teaching International, Vol. 60, Núm. 2, pp. 218-226
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Polyvascular Subclinical Atherosclerosis: Correlation Between Ankle Brachial Index and Carotid Atherosclerosis in a Population-Based Sample
Angiology, Vol. 74, Núm. 5, pp. 443-451
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Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble
Neurocomputing, Vol. 551
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Users' photos of items can reveal their tastes in a recommender system
Information Sciences, Vol. 642, pp. 119227
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Waste heat recovery system for marine engines optimized through a preference learning rank function embedded into a Bayesian optimizer
Ocean Engineering, Vol. 281, pp. 114747
2022
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An end-to-end framework for intima media measurement and atherosclerotic plaque detection in the carotid artery
Computer Methods and Programs in Biomedicine, Vol. 223
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Bayesian deep learning for semantic segmentation of food images
Computers and Electrical Engineering, Vol. 103
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Case Studies to Demonstrate Real-World Applications in Ophthalmic Image Analysis
Intelligent Systems Reference Library (Springer Science and Business Media Deutschland GmbH), pp. 83-125
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Correction to: Playing to distraction: towards a robust training of CNN classifiers through visual explanation techniques (Neural Computing and Applications, (2021), 33, 24, (16937-16949), 10.1007/s00521-021-06282-2)
Neural Computing and Applications
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Correction to: User encoding for clustering in very sparse recommender systems tasks (Multimedia Tools and Applications, (2022), 81, 2, (2467-2488), 10.1007/s11042-021-11564-x)
Multimedia Tools and Applications