Publicacións (58) Publicacións de Iker Pastor López

2024

  1. An innovative framework for supporting content-based authorship identification and analysis in social media networks

    Logic Journal of the IGPL, Vol. 32, Núm. 4, pp. 589-604

  2. Autoencoder-Enhanced Clustering: A Dimensionality Reduction Approach to Financial Time Series

    IEEE Access, Vol. 12, pp. 16999-17009

  3. Classification of SARS-CoV-2 sequences as recombinants via a pre-trained CNN and identification of a mathematical signature relative to recombinant feature at Spike, via interpretability

    PLoS ONE, Vol. 19, Núm. 8

  4. Deep learning applications on cybersecurity: A practical approach

    Neurocomputing, Vol. 563

  5. Detection, exploitation and mitigation of memory errors

    Logic Journal of the IGPL, Vol. 32, Núm. 2, pp. 281-292

  6. Portfolio construction using explainable reinforcement learning

    Expert Systems

2023

  1. A Practical Approach on Performance Assessment of Federated Learning Algorithms for Defect Detection in Industrial Applications

    IEEE Access, Vol. 11, pp. 116581-116593

  2. An Objective Metallographic Analysis Approach Based on Advanced Image Processing Techniques

    Journal of Manufacturing and Materials Processing, Vol. 7, Núm. 1

  3. Bytecode-Based Android Malware Detection Applying Convolutional Neural Networks

    Lecture Notes in Networks and Systems

  4. Discovering Mathematical Patterns Behind HIV-1 Genetic Recombination: A New Methodology to Identify Viral Features

    IEEE Access, Vol. 11, pp. 95796-95812

  5. Efficient Machine Learning on Edge Computing Through Data Compression Techniques

    IEEE Access, Vol. 11, pp. 31676-31685

  6. Estrategia de selección de hardware y algoritmos de inteligencia artificial en entornos 'Edge computing'

    Revista DYNA, Vol. 98, Núm. 1, pp. 38-44

  7. Let's do it right the first time: Survey on security concerns in the way to quantum software engineering

    Neurocomputing, Vol. 538

  8. Validating by Deep Learning an Efficient Method for Genomic Sequence Analysis: Genomic Spectrograms

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

2022

  1. Comentarios negativos en las redes sociales

    Fundación MAPFRE

  2. Fostering ethical reflections on the impact of Information Communication Technologies in a university class

    Proceedings of the 2022 31st Annual Conference of the European Association for Education in Electrical and Information Engineering, EAEEIE 2022

  3. On the creation of a robotics software architecture for AI-based advanced applications

    IEEE International Conference on Emerging Technologies and Factory Automation, ETFA

  4. Time Series Forecasting Using Artificial Neural Networks: A Model for the IBEX 35 Index

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

2021

  1. Aplicaciones de aprendizaje profundo en procesos productivos

    Revista DYNA, Vol. 96, Núm. 1, pp. 7-10

  2. Content-Based Authorship Identification for Short Texts in Social Media Networks

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