Publicaciones (127) Publicaciones de ALBERTO GUILLÉN PERALES

2024

  1. Assessing university students' perception of academic quality using machine learning

    Applied Computing and Informatics, Vol. 20, Núm. 1-2, pp. 20-34

  2. Chatbots and messaging platforms in the classroom: An analysis from the teacher’s perspective

    Education and Information Technologies, Vol. 29, Núm. 2, pp. 1903-1938

  3. SnapperML: A python-based framework to improve machine learning operations

    SoftwareX, Vol. 26

2023

  1. Photon/electron classification in liquid argon detectors by means of Soft Computing

    Engineering Applications of Artificial Intelligence, Vol. 122

  2. Speeding up Simulations for Radiotherapy Research by Means of Machine Learning

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

2022

  1. Double-layered Water Cherenkov Detector for SWGO

    Proceedings of Science

  2. Exploring the Role of Chatbots and Messaging Applications in Higher Education: A Teacher’s Perspective

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

  3. Gamma/hadron discrimination using a small-WCD with four PMTs

    Proceedings of Science

  4. Gene Expression Tools from a Technical Perspective: Current Approaches and Alternative Solutions for the KnowSeq Suite

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

  5. Simulating the performance of the Southern Wide-view Gamma-ray Observatory

    Proceedings of Science

  6. Study of water Cherenkov detector designs for the SWGO experiment

    Proceedings of Science

  7. Tackling the muon identification in water Cherenkov detectors problem for the future Southern Wide-field Gamma-ray Observatory by means of machine learning

    Neural Computing and Applications, Vol. 34, Núm. 7, pp. 5715-5728

  8. The Mercedes water Cherenkov detector

    European Physical Journal C, Vol. 82, Núm. 10

2021

  1. Adoption of electric vehicles: Which factors are really important?

    International Journal of Sustainable Transportation, Vol. 15, Núm. 10, pp. 799-813

  2. Comparison of Fusion Methodologies Using CNV and RNA-Seq for Cancer Classification: A Case Study on Non-Small-Cell Lung Cancer

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

  3. Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals

    Neural Computing and Applications, Vol. 33, Núm. 15, pp. 9153-9169

  4. Muon identification in a compact single-layered water Cherenkov detector and gamma/hadron discrimination using machine learning techniques

    European Physical Journal C, Vol. 81, Núm. 6

  5. Non-small-cell lung cancer classification via RNA-Seq and histology imaging probability fusion

    BMC Bioinformatics, Vol. 22, Núm. 1

  6. Studying How to Apply Chatbots Technology in Higher-Education: First Results and Future Strategies

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

2020

  1. A comparative analysis of machine learning techniques for Muon count in uhecr extensive air-showers

    Entropy, Vol. 22, Núm. 11, pp. 1-17