Publications

2021

  • Studying the Catastrophic Forgetting Problem in Neural Ranking Models
    Jesús Lovón-Melgarejo, Laure Soulier, Karen Pinel-Sauvagnat and Lynda Tamine
    ECIR
    PDF | Bibtex | Code | Slides | Long conference paper

2020

  • What Can Task Teach Us About Query Reformulations?
    Lynda Tamine, Jesús Lovón Melgarejo, Karen Pinel-Sauvagnat
    ECIR
    PDF | Bibtex | Long conference paper

2019

  • Comparative Study of Supervised Learning and Metaheuristic Algorithms for the Development of Bluetooth-Based Indoor Localization Mechanisms
    J. Lovón-Melgarejo, M. Castillo-Cara, O. Huarcaya-Canal, L. Orozco-Barbosa and I. García-Varea
    IEEE Access
    PDF | Bibtex | Journal article

2018

  • Identificación de zonas de riesgo para la Seguridad Vial mediante algoritmos de aprendizaje no supervisado
    J. Lovon-Melgarejo, Alonso Tenorio-Trigoso, Manuel Castillo-Cara and Daniel Miranda
    LACCEI
    PDF | Bibtex | Conference paper

2017

  • An Analysis of Multiple Criteria and Setups for Bluetooth Smartphone-Based Indoor Localization Mechanism
    Manuel Castillo-Cara, Jesús Lovón-Melgarejo, Gusseppe Bravo-Rocca, Luis Orozco-Barbosa and Ismael García-Varea
    Journal of Sensors
    PDF | Bibtex | Journal article

  • An Empirical Study of the Transmission Power Setting for Bluetooth-Based Indoor Localization Mechanisms
    Castillo-Cara Manuel,
    Lovón-Melgarejo Jesús, Bravo-Rocca Gusseppe, Orozco-Barbosa Luis, García-Varea Ismael
    Sensors
    PDF | Bibtex | Journal article

  • Supervised learning algorithms for indoor localization fingerprinting using BLE4.0 beacons
    J. Lovon-Melgarejo, M. Castillo-Cara, L. Orozco-Barbosa and I. García-Varea
    LA-CCI-2017
    PDF | Bibtex | Conference paper