sample of publications

• articles 

  • Training deep retrieval models with noisy datasets: Bag exponential loss.  PATTERN RECOGNITION.  112:1-13. 2021
  • Finding landmarks within settled areas using hierarchical density-based clustering and meta-data from publicly available images.  EXPERT SYSTEMS WITH APPLICATIONS.  123:315-327. 2019
  • Temporal segmentation and keyframe selection methods for user-generated video search-based annotation.  EXPERT SYSTEMS WITH APPLICATIONS.  42:488-502. 2015

• conference contributions 

  • Automatic learning of image representations combining content and metadata.  1972-1976. 2018
  • A Bayesian model for brain tumor classification using clinical-based features.  2779-2783. 2014

• theses 

  • Training Deep Retrieval Models with Noisy Datasets