Publicaciones en las que colabora con ROBERTO SANTANA HERMIDA (71)

2024

  1. Adversarial Attacks in Explainable Machine Learning: A Survey of Threats Against Models and Humans

    Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery

2023

  1. Introducing multi-dimensional hierarchical classification: Characterization, solving strategies and performance measures

    Neurocomputing, Vol. 533, pp. 141-160

  2. Neuroevolutionary algorithms driven by neuron coverage metrics for semi-supervised classification

    GECCO 2023 Companion - Proceedings of the 2023 Genetic and Evolutionary Computation Conference Companion

2021

  1. Evolution of Gaussian Process kernels for machine translation post-editing effort estimation

    Annals of Mathematics and Artificial Intelligence, Vol. 89, Núm. 8-9, pp. 835-856

  2. Evolving Gaussian process kernels from elementary mathematical expressions for time series extrapolation

    Neurocomputing, Vol. 462, pp. 426-439

  3. In-depth analysis of SVM kernel learning and its components

    Neural Computing and Applications, Vol. 33, Núm. 12, pp. 6575-6594

  4. The EMPATHIC Virtual Coach: A demo

    ICMI 2021 - Proceedings of the 2021 International Conference on Multimodal Interaction

2020

  1. Bayesian Optimization Approaches for Massively Multi-modal Problems

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

  2. Evolving Gaussian Process Kernels for Translation Editing Effort Estimation

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

  3. Exploring Gaps in DeepFool in Search of More Effective Adversarial Perturbations

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

  4. Transfer learning in hierarchical dialogue topic classification with neural networks∗

    Proceedings of the International Joint Conference on Neural Networks

2019

  1. A dialogue-act taxonomy for a virtual coach designed to improve the life of elderly

    Multimodal Technologies and Interaction, Vol. 3, Núm. 3

  2. An Experimental Study in Adaptive Kernel Selection for Bayesian Optimization

    IEEE Access, Vol. 7, pp. 184294-184302

  3. Data generation approaches for topic classification in multilingual spoken dialog systems

    ACM International Conference Proceeding Series

  4. Detection of sand dunes on Mars using a regular vine-based classification approach

    Knowledge-Based Systems, Vol. 163, pp. 858-874

  5. Sentiment analysis with genetically evolved Gaussian kernels

    GECCO 2019 - Proceedings of the 2019 Genetic and Evolutionary Computation Conference

  6. The Empathic project: Mid-term Achievements

    ACM International Conference Proceeding Series

2018

  1. The relationship between graphical representations of regular vine copulas and polytrees

    Information Processing and Management of Uncertainty in Knowledge-Based Systems. Applications: 17th International Conference, IPMU 2018, Cádiz, Spain, June 11-15, 2018, Proceedings, Part III

  2. The relationship between graphical representations of regular vine copulas and polytrees

    Communications in Computer and Information Science

2017

  1. An investigation of clustering strategies in many-objective optimization: the I-Multi algorithm as a case study

    Swarm Intelligence, Vol. 11, Núm. 2, pp. 101-130