Publications (87) Publications de MANUEL PEGALAJAR CUÉLLAR

2025

  1. Implementation of Classical Decision Trees in a Quantum Computing Paradigm

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

2024

  1. Automatic evolutionary design of quantum rule-based systems and applications to quantum reinforcement learning

    Quantum Information Processing, Vol. 23, Núm. 5

  2. Brain-Inspired Agents for Quantum Reinforcement Learning

    Mathematics, Vol. 12, Núm. 8

  3. Concept logic trees: enabling user interaction for transparent image classification and human-in-the-loop learning

    Applied Intelligence, Vol. 54, Núm. 5, pp. 3667-3679

  4. End-to-End Ultrasonic Hand Gesture Recognition

    Sensors, Vol. 24, Núm. 9

  5. Exploring methods for the generation of visual counterfactuals in the latent space

    Pattern Analysis and Applications, Vol. 27, Núm. 3

  6. LaANIL: ANIL with Look-Ahead Meta-Optimization and Data Parallelism

    Electronics (Switzerland), Vol. 13, Núm. 8

  7. On the fusion of soft-decision-trees and concept-based models

    Applied Soft Computing, Vol. 160

2023

  1. AirLoop: A Simulation Framework for Testing of UAV Services

    IEEE Access, Vol. 11, pp. 23309-23325

  2. Comparison of Approaches for Gesture Recognition with MEMS Ultrasonic Transducers

    2023 Smart Systems Integration Conference and Exhibition, SSI 2023

  3. Efficient Dimensionality Reduction Strategies for Quantum Reinforcement Learning

    IEEE Access, Vol. 11, pp. 104534-104553

  4. Fast parallel computation of reduced row echelon form to find the minimum distance of linear codes

    Expert Systems with Applications, Vol. 224

  5. Few-Shot User-Adaptable Radar-Based Breath Signal Sensing

    Sensors, Vol. 23, Núm. 2

  6. Multisensor Avionics Architecture for BVLOS Drone Services

    Journal of Physics: Conference Series

  7. Time Series Forecasting with Quantum Neural Networks

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

  8. Time series quantum classifiers with amplitude embedding

    Quantum Machine Intelligence, Vol. 5, Núm. 2

2022

  1. A similarity measure for Straight Line Programs and its application to control diversity in Genetic Programming

    Expert Systems with Applications, Vol. 194

  2. Edge Intelligence: Concepts, Architectures, Applications, and Future Directions

    ACM Transactions on Embedded Computing Systems, Vol. 21, Núm. 5

  3. Few-Shot User-Definable Radar-Based Hand Gesture Recognition at the Edge

    IEEE Access, Vol. 10, pp. 29741-29759

  4. On the Use of Quantum Reinforcement Learning in Energy-Efficiency Scenarios

    Energies, Vol. 15, Núm. 16