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José Luis Ávila Jiménez

Universidad de Córdoba

Publicaciones

Computational Approaches for Resolving the Low-Field Ambiguity in All-Optical Magnetic Field Sensing With NV Centers
  • 2026
  • book-chapter
Data-Driven All-Optical Magnetometry: A Comparative Evaluation of Regression Models Using NV Center Fluorescence Lifetimes
  • 2026
  • book-chapter
Development of Deep Learning Models for AI-Enhanced Telemedicine in Nursing Home Care

Journal of Clinical Medicine

  • 2026
  • journal-article
Edge Machine Learning for All-Optical Fluorescence Lifetime-Based Sensing with NV Centers
  • 2026
  • book-chapter
Implementation of an AI-Assisted Telemedicine System in Nursing Homes: Protocol and Preliminary Results
  • 2026
  • book-chapter
Modeling Student–Subject Interactions with GNNs for Grade Prediction
  • 2026
  • book-chapter
A Linear Collider Vision for the Future of Particle Physics

Arxiv

  • 2025
  • other
Deep Learning Approaches to Assessing University Students’ Health-Related Quality of Life: A Comparative Study of MLP and GNN

Proceedings IEEE Symposium on Computer Based Medical Systems

  • 2025
  • conference-paper
Enhancing All-Optical NV Center Magnetometry With Machine Learning: Model Selection for Efficient and Deployable Quantum Sensors

IEEE Sensors Journal

  • 2025
  • journal-article
HoneySeg: A segmentation tool for detecting honey areas in honeycombs

Software Impacts

  • 2025
  • journal-article
The Linear Collider Facility (LCF) at CERN

Arxiv

  • 2025
  • other
A deep learning model for Alzheimer’s disease diagnosis based on patient clinical records
AUTHORS: J.L. Ávila-Jiménez; Vanesa Cantón-Habas; María del Pilar Carrera-González; Manuel Rich-Ruiz; Sebastián Ventura

Computers in Biology and Medicine

  • 2024
  • journal-article
Evaluating Time Series Classification with GAN-Generated Synthetic Data
AUTHORS: A. Espejo-Muñoz; J. L. Ávila-Jiménez; S. Ventura
  • 2024
  • book-chapter
Functional Associations and Resilience in Microbial Communities
AUTHORS: Maria-Luisa Avila-Jimenez; Gavin Burns; Zhili He; Jizhong Zhou; Andrew Hodson; Jose-Luis Avila-Jimenez; David Pearce

Microorganisms

  • 2020
  • journal-article
A gene expression programming algorithm for multi-label classification

Journal of Multiple Valued Logic and Soft Computing

  • 2011
  • journal-article
A TDIDT technique for multi-label classification
AUTHORS: Gibaja, E.; Victoriano, M.; Ávila-Jiménez, J.L.; Ventura, S.

Proceedings of the 2010 10th International Conference on Intelligent Systems Design and Applications, ISDA'10

  • 2010
  • conference-paper
Contacto
jlavila@uco.es
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