Publicacions en col·laboració amb investigadors/es de Universidad Politécnica de Madrid (83)

2024

  1. A Deep Reinforcement Learning-Based Technique for Optimal Power Allocation in Multiple Access Communications

    Intelligent Automation and Soft Computing, Vol. 39, Núm. 1, pp. 93-108

  2. Enhancing Hyper-Spectral Image Classification with Reinforcement Learning and Advanced Multi-Objective Binary Grey Wolf Optimization

    Computers, Materials and Continua, Vol. 79, Núm. 3, pp. 3469-3493

  3. Evolving chimp optimization algorithm using quantum mechanism for engineering applications: a case study on fire detection

    Journal of Computational Design and Engineering, Vol. 11, Núm. 5, pp. 143-163

  4. Intelligent optimization of steam gasification catalysts for palm oil waste using support vector machine and adaptive transition marine predator algorithm

    Complex and Intelligent Systems, Vol. 10, Núm. 5, pp. 6283-6303

  5. Performance Analysis of RIS/STAR-IOS-Aided V2V NOMA/OMA Communications Over Composite Fading Channels

    IEEE Transactions on Intelligent Vehicles, Vol. 9, Núm. 1, pp. 279-286

  6. QUANTUM CHIMP OPTIMIZATION ALGORITHM: A NOVEL INTEGRATION OF QUANTUM MECHANICS INTO THE CHIMP OPTIMIZATION FRAMEWORK FOR ENHANCED PERFORMANCE

    Journal of Artificial Intelligence and Soft Computing Research, Vol. 14, Núm. 4, pp. 321-359

  7. Secrecy Outage Probability Minimization in Wireless-Powered Communications Using an Improved Biogeography-Based Optimization-Inspired Recurrent Neural Network

    Computers, Materials and Continua, Vol. 78, Núm. 3, pp. 3971-3991

2023

  1. A Novel Attack on Complex APUFs Using the Evolutionary Deep Convolutional Neural Network

    Intelligent Automation and Soft Computing, Vol. 37, Núm. 3, pp. 3059-3081

  2. A Novel Hybrid Artificial Bee Colony-Based Deep Convolutional Neural Network to Improve the Detection Performance of Backscatter Communication Systems

    Electronics (Switzerland), Vol. 12, Núm. 10

  3. A Novel Multi-Objective Binary Chimp Optimization Algorithm for Optimal Feature Selection: Application of Deep-Learning-Based Approaches for SAR Image Classification

    Sensors, Vol. 23, Núm. 3

  4. An efficient authentication protocol for smart grid communication based on on-chip-error-correcting physical unclonable function

    Sustainable Energy, Grids and Networks, Vol. 36

  5. Chaotic Time-Series Prediction using Intelligent Methods

    Iranian Journal of Electrical and Electronic Engineering, Vol. 19, Núm. 2

  6. MCRO-PUF: A Novel Modified Crossover RO-PUF with an Ultra-Expanded CRP Space

    Computers, Materials and Continua, Vol. 74, Núm. 3, pp. 4831-4845

  7. Optimal Band Selection Using Evolutionary Machine Learning to Improve the Accuracy of Hyper-spectral Images Classification: a Novel Migration-Based Particle Swarm Optimization

    Journal of Classification, Vol. 40, Núm. 3, pp. 552-587

  8. Optimizing Long Short-Term Memory Network for Air Pollution Prediction Using a Novel Binary Chimp Optimization Algorithm

    Electronics (Switzerland), Vol. 12, Núm. 18

  9. Predicting PM10 Concentrations Using Evolutionary Deep Neural Network and Satellite-Derived Aerosol Optical Depth

    Mathematics, Vol. 11, Núm. 19

  10. Processing semantic IoT data using a prosumer approach for simulating scenarios on ambient intelligence environments

    Journal of Ambient Intelligence and Humanized Computing, Vol. 14, Núm. 1, pp. 75-86

  11. TDMBBO: a novel three-dimensional migration model of biogeography-based optimization (case study: facility planning and benchmark problems)

    Journal of Supercomputing, Vol. 79, Núm. 9, pp. 9715-9770

2022

  1. A Novel Deep Supervised Learning-Based Approach for Intrusion Detection in IoT Systems

    Sensors, Vol. 22, Núm. 12

  2. COVID-19 diagnosis using chest CT scans and deep convolutional neural networks evolved by IP-based sine-cosine algorithm

    Medical and Biological Engineering and Computing, Vol. 60, Núm. 10, pp. 2931-2949