Publicaciones (100) Publicaciones en las que ha participado algún/a investigador/a

2024

  1. Application of machine learning techniques to predict biodiesel iodine value

    Energy, Vol. 292

  2. Binary quantification and dataset shift: an experimental investigation

    Data Mining and Knowledge Discovery

  3. Deep-stratification of the cardiovascular risk by ultrasound carotid artery images

    Biomedical Signal Processing and Control, Vol. 91

  4. 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

  5. Prediction of the cold flow properties of biodiesel using the FAME distribution and Machine learning techniques

    Journal of Molecular Liquids, Vol. 400

2023

  1. 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)

  2. All-in-one picture: visual summary of items in a recommender system

    Neural Computing and Applications, Vol. 35, Núm. 27, pp. 20339-20349

  3. An Equivalence Analysis of Binary Quantification Methods

    Proceedings of the 37th AAAI Conference on Artificial Intelligence, AAAI 2023

  4. Direct side information learning for zero-shot regression

    Neurocomputing, Vol. 561

  5. Do all roads lead to Rome? Studying distance measures in the context of machine learning

    Pattern Recognition, Vol. 141

  6. 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

  7. 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

  8. 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

  9. Polyvascular Subclinical Atherosclerosis: Correlation Between Ankle Brachial Index and Carotid Atherosclerosis in a Population-Based Sample

    Angiology, Vol. 74, Núm. 5, pp. 443-451

  10. Regularized boosting with an increasing coefficient magnitude stop criterion as meta-learner in hyperparameter optimization stacking ensemble

    Neurocomputing, Vol. 551

  11. Users' photos of items can reveal their tastes in a recommender system

    Information Sciences, Vol. 642, pp. 119227

  12. 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

  1. 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

  2. Bayesian deep learning for semantic segmentation of food images

    Computers and Electrical Engineering, Vol. 103

  3. 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