sample of publications

• articles 

  • Creating and Validating a Ground Truth Dataset of Unified Modeling Language Diagrams Using Deep Learning Techniques.  Applied Sciences-Basel.  14:1-12. 2024
  • Automatizing chromatic quality assessment for cultural heritage image digitization.  Profesional de la Informacion.  28:1-12. 2019
  • Algorithmic clustering based on string compression to extract P300 structure in EEG signals.  Computer Methods and Programs in Biomedicine.  176:225-235. 2019
  • Discovering data set nature through algorithmic clustering based on string compression.  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING.  27:699-711. 2015
  • Improving NCD accuracy by combining document segmentation and document distortion.  KNOWLEDGE AND INFORMATION SYSTEMS.  41:223-245. 2014
  • Analysis and study on text representation to improve the accuracy of the normalized compression distance.  AI COMMUNICATIONS.  25:381-384. 2012
  • Is the contextual information relevant in text clustering by compression?.  EXPERT SYSTEMS WITH APPLICATIONS.  39:8537-8546. 2012
  • Reducing the loss of information through annealing text distortion.  IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING.  23:1090-1102. 2011

• book chapters 

  • Automatic Treatment of Bird Audios by Means of String Compression Applied to Sound Clustering in Xeno-Canto Database. In: Artificial Neural Networks and Machine Learning &- ICANN 2018.  SPRINGER NATURE LIMITED. 617-625. 2018
  • Compression-Based Clustering of Video Human Activity Using an ASCII Encoding. In: Artificial Neural Networks and Machine Learning &- ICANN 2018.  66-75. 2018
  • An approach of algorithmic clustering based on string compression to identify bird songs species in xeno-canto database. In: Proceedings of the 3rd International Conference on Frontiers of Signal Processing.  IEEE.THE INSTITUTE OF ELECTRICAL AND ELECTRONICS ENGINEERS, INC. 101-104. 2017

• conference contributions 

  • Automatic Treatment of Bird Audios by Means of String Compression Applied to Sound Clustering in Xeno-Canto Database.  617-625. 2018
  • Compression-Based Clustering of Video Human Activity Using an ASCII Encoding.  66-75. 2018
  • An approach of algorithmic clustering based on string compression to identify bird songs species in xeno-canto database 2017
  • Influence of music representation on compression-based clustering 2010
  • Relevance of contextual information in compression-based text clustering 2010
  • Evaluating the impact of information distortion on normalized compression distance 2008