E.T.S.I. DE INFORMÁTICA

2022

1. A Novel Continual Learning Approach for Competitive Neural Networks

   Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 223-232

2. A Novel Continual Learning Approach for Competitive Neural Networks

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

3. A Probabilistic Model Checking Approach to Self-adapting Machine Learning Systems

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

4. A comparison of Generative Adversarial Networks for image super-resolution

   Proceedings - 2022 IEEE Latin American Conference on Computational Intelligence, LA-CCI 2022

5. A generic LSTM neural network architecture to infer heterogeneous model transformations

   Software and Systems Modeling, Vol. 21, Núm. 1, pp. 139-156

6. A real use case of semi-supervised learning for mammogram classification in a local clinic of Costa Rica

   Medical and Biological Engineering and Computing, Vol. 60, Núm. 4, pp. 1159-1175

7. Automated video game parameter tuning with XVGDL+

   Journal of Universal Computer Science, Vol. 28, Núm. 12, pp. 1282-1311

8. Automatic Design of Multi-objective Particle Swarm Optimizers

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

9. Automatic frequency-based feature selection using discrete weighted evolution strategy

   Applied Soft Computing, Vol. 130

10. Business Processes Analysis with Resource-Aware Machine Learning Scheduling in Rewriting Logic

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

11. CNN-based Model for Gender and Age Classification based on Palm Vein Images

    2022 12th International Conference on Pattern Recognition Systems, ICPRS 2022

12. Can FCA Provide a Framework for AGI?

    CEUR Workshop Proceedings

13. Coevolutionary generative adversarial networks for medical image augumentation at scale

    GECCO 2022 - Proceedings of the 2022 Genetic and Evolutionary Computation Conference

14. Collaborative Anomaly Detection System for Charging Stations

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

15. Combining ocl and natural language: A call for a community effort

    Proceedings - ACM/IEEE 25th International Conference on Model Driven Engineering Languages and Systems, MODELS 2022: Companion Proceedings

16. Computing the Mixed Concept Lattice

    Communications in Computer and Information Science

17. Data Augmentation Meta-Classifier Scheme for imbalanced data sets

    Proceedings of the 2022 IEEE Symposium Series on Computational Intelligence, SSCI 2022

18. Dynamic and adaptive fault-tolerant asynchronous federated learning using volunteer edge devices

    Future Generation Computer Systems, Vol. 133, pp. 53-67

19. Editorial: Memetic Computing: Accelerating optimization heuristics with problem-dependent local search methods

    Swarm and Evolutionary Computation

20. Encoding Generative Adversarial Networks for Defense Against Image Classification Attacks

    Bio-inspired Systems and Applications: from Robotics to Ambient Intelligence: 9th International Work-Conference on the Interplay Between Natural and Artificial Computation, IWINAC 2022, Puerto de la Cruz, Tenerife, Spain, May 31 – June 3, 2022, Proceedings, Part II (Springer Suiza), pp. 163-172