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  • Conference proceedings
  • © 2019

Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

24th Iberoamerican Congress, CIARP 2019, Havana, Cuba, October 28-31, 2019, Proceedings

Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11896)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Conference series link(s): CIARP: Iberoamerican Congress on Pattern Recognition

Conference proceedings info: CIARP 2019.

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Table of contents (74 papers)

  1. Front Matter

    Pages i-xx
  2. Keynote Lecture

    1. Front Matter

      Pages 1-1
    2. Incremental Learning of People Identities

      • Federico Bartoli, Federico Pernici, Matteo Bruni, Alberto Del Bimbo
      Pages 3-15
    3. Foveated Vision for Deepface Recognition

      • Souad Khellat-Kihel, Andrea Lagorio, Massimo Tistarelli
      Pages 31-41
    4. Representation Learning for Underdefined Tasks

      • Jean-François Bonastre
      Pages 42-47
  3. Data Mining. Natural Language Processing and Text Mining

    1. Front Matter

      Pages 49-49
    2. Applying Self-attention for Stance Classification

      • Margarita Bugueño, Marcelo Mendoza
      Pages 51-61
    3. Applying OWA Operator in the Semantic Processing for Automatic Keyphrase Extraction

      • Manuel Barreiro-Guerrero, Alfredo Simón-Cuevas, Yamel Pérez-Guadarrama, Francisco P. Romero, José A. Olivas
      Pages 62-71
    4. Brazilian Presidential Elections in the Era of Misinformation: A Machine Learning Approach to Analyse Fake News

      • Jairo L. Alves, Leila Weitzel, Paulo Quaresma, Carlos E. Cardoso, Luan Cunha
      Pages 72-84
    5. Improved Document Filtering by Multilevel Term Relations

      • Adrian Fonseca Bruzón, Aurelio López-López, José E. Medina Pagola
      Pages 85-95
    6. TSTM: A Model to Predict Topics’ Popularity in News Providers

      • Mario Alfonso Prado-Romero, Alessandro Celi, Giovanni Stilo, Alex Coto-Santiesteban
      Pages 96-106
    7. Meta-learning of Text Classification Tasks

      • Jorge G. Madrid, Hugo Jair Escalante
      Pages 107-119
    8. Portuguese POS Tagging Using BLSTM Without Handcrafted Features

      • Rômulo César Costa de Sousa, Hélio Lopes
      Pages 120-130
    9. A Binary Variational Autoencoder for Hashing

      • Francisco Mena, Ricardo Ñanculef
      Pages 131-141
    10. Prototypes Generation from Multi-label Datasets Based on Granular Computing

      • Marilyn Bello, Gonzalo Nápoles, Koen Vanhoof, Rafael Bello
      Pages 142-151
    11. A Simple Proposal for Sentiment Analysis on Movies Reviews with Hidden Markov Models

      • Billy Peralta, Victor Tirapegui, Christian Pieringer, Luis Caro
      Pages 152-162
    12. Optimizing Natural Language Processing Pipelines: Opinion Mining Case Study

      • Suilan Estevez-Velarde, Yoan Gutiérrez, Andrés Montoyo, Yudivián Almeida-Cruz
      Pages 163-173
  4. Image Analysis and Retrieval

    1. Front Matter

      Pages 185-185

Other Volumes

  1. Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications

About this book

This book constitutes the refereed conference proceedings of the 24rd Iberoamerican Congress on Pattern Recognition, CIARP 2019, held in Havana, Cuba, in October 2019.

The 70 papers presented were carefully reviewed and selected from 128 submissions. 
The papers are organized in topical sections named: Data Mining: Natural Language Processing and Text Mining; Image Analysis and Retrieval; Machine Learning and Neural Networks; Mathematical Theory of Pattern Recognition; Pattern Recognition and Applications; Signals Analysis and Processing; Speech Recognition; Video Analysis.

Editors and Affiliations

  • Uppsala University, Uppsala, Sweden

    Ingela Nyström

  • University of Information Science, Havana, Cuba

    Yanio Hernández Heredia, Vladimir Milián Núñez

Bibliographic Information

Buy it now

Buying options

eBook USD 39.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 54.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Other ways to access