Publications in collaboration with researchers from Technological University for Dublin (22)

2024

  1. Addressing Class Imbalance in Healthcare Data: Machine Learning Solutions for Age-Related Macular Degeneration and Preeclampsia

    IEEE Latin America Transactions , Vol. 22, Núm. 10, pp. 806-820

  2. Analyzing Morinda citrifolia's Potential for Haemonchus contortus Control in Lambs Using an Artificial Immune/Neural Approach

    IEEE Access, Vol. 12, pp. 122462-122473

  3. Explainable AI for 6G Use Cases: Technical Aspects and Research Challenges

    IEEE Open Journal of the Communications Society, Vol. 5, pp. 2490-2540

  4. Generalized Zero-Shot Learning for Action Recognition Fusing Text and Image GANs

    IEEE Access, Vol. 12, pp. 5188-5202

  5. Genetic Algorithm-Accelerated Optimization for Runge-Kutta Scheme Derivation in High-Dimensional Problems With Hard Constraints

    IEEE Access, Vol. 12, pp. 132186-132197

  6. SafeRoute: A Safer Outdoor Navigation Algorithm with Smart Routing for People with Visual Impairment

    ACM International Conference Proceeding Series

  7. Survey on AI-Generated Plagiarism Detection: The Impact of Large Language Models on Academic Integrity

    Journal of Academic Ethics

2023

  1. A Survey on Outdoor Navigation Applications for People With Visual Impairments

    IEEE Access, Vol. 11, pp. 14647-14666

  2. Detecting Road Intersections from Satellite Images using Convolutional Neural Networks

    Proceedings of the ACM Symposium on Applied Computing

  3. Enhancing Zero-Shot Action Recognition in Videos by Combining GANs with Text and Images

    SN Computer Science, Vol. 4, Núm. 4

  4. Forecasting COVID-19 cases using dynamic time warping and incremental machine learning methods

    Expert Systems, Vol. 40, Núm. 6

  5. Real-time bidding campaigns optimization using user profile settings

    Electronic Commerce Research, Vol. 23, Núm. 2, pp. 1297-1322

2022

  1. An Alternative Auction System to Generalized Second-Price for Real-Time Bidding Optimized Using Genetic Algorithms

    Lecture Notes in Networks and Systems

  2. An Explainable Tool to Support Age-related Macular Degeneration Diagnosis

    Proceedings of the International Joint Conference on Neural Networks

  3. Combining Text and Image Knowledge with GANs for Zero-Shot Action Recognition in Videos

    Proceedings of the International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications

  4. Multivariate Feature Ranking With High-Dimensional Data for Classification Tasks

    IEEE Access, Vol. 10, pp. 60421-60437

2021

  1. Identifying Internet of Things software activities using deep learning-based electromagnetic side-channel analysis

    Forensic Science International: Digital Investigation, Vol. 39

  2. Modelling the COVID-19 Virus Evolution With Incremental Machine Learning

    CEUR Workshop Proceedings

  3. Zero-Shot Action Recognition with Knowledge Enhanced Generative Adversarial Networks

    ICETE International Conference on E-Business and Telecommunication Networks (International Joint Conference on Computational Intelligence)

  4. Zero-Shot Action Recognition with Knowledge Enhanced Generative Adversarial Networks

    International Joint Conference on Computational Intelligence