E.T.S.I. DE INFORMÁTICA

2021

1. A Convolutional Neural Network Framework for Accurate Skin Cancer Detection

   Neural Processing Letters, Vol. 53, Núm. 5, pp. 3073-3093

2. A Convolutional Neural Network as a Proxy for the XRF Approximation of the Chemical Composition of Archaeological Artefacts in the Presence of Inter-microscope Variability

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

3. A New Max-Min Convolutional Network for Hyperspectral Image Classification

   Workshop on Hyperspectral Image and Signal Processing, Evolution in Remote Sensing

4. A Tutorial On the design, experimentation and application of metaheuristic algorithms to real-World optimization problems

   Swarm and Evolutionary Computation, Vol. 64

5. A deep learning-based surrogate for the XRF approximation of elemental composition within archaeological artefacts before restoration

   Procedia Computer Science

6. A multi-task and multilingual model for sexism identification in social networks

   CEUR Workshop Proceedings

7. A novel embedded min-max approach for feature selection in nonlinear Support Vector Machine classification

   European Journal of Operational Research, Vol. 293, Núm. 1, pp. 24-35

8. An exact dynamic programming approach to segmented isotonic regression

   Omega (United Kingdom), Vol. 105

9. An explicit evolutionary approach for multiobjective energy consumption planning considering user preferences in smart homes

   International Journal of Industrial Engineering Computations, Vol. 12, Núm. 4, pp. 365-380

10. An open source framework based on Kafka-ML for Distributed DNN inference over the Cloud-to-Things continuum

    Journal of Systems Architecture, Vol. 118

11. Automatic Music Composition with Evolutionary Algorithms: Digging into the Roots of Biological Creativity

    Handbook of Artificial Intelligence for Music: Foundations, Advanced Approaches, and Developments for Creativity (Springer International Publishing), pp. 455-483

12. Bayesian neural architecture search using a training-free performance metric

    Applied Soft Computing, Vol. 106

13. Binding data mining and expert knowledge for one-day-ahead prediction of hourly global solar radiation

    Expert Systems with Applications, Vol. 167

14. Classification of Images as Photographs or Paintings by Using Convolutional Neural Networks

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

15. Conditional Generative Adversarial Networks to Model Urban Outdoor Air Pollution

    Communications in Computer and Information Science

16. Correcting data imbalance for semi-supervised COVID-19 detection using X-ray chest images

    Applied Soft Computing, Vol. 111

17. Data Mining and Polar Coordinates in the Analysis by Gender of Finishing Behaviors in Professional Basketball Pick and Roll

    Frontiers in Sports and Active Living, Vol. 3

18. Deep Learning for the Detection of Frames of Interest in Fetal Heart Assessment from First Trimester Ultrasound

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

19. Deep neural networks architecture driven by problem-specific information

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9403-9423

20. Desirable Objective Ranges in Preference-Based Evolutionary Multiobjective Optimization

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