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Progress in Artificial Intelligence and Pattern Recognition

6th International Workshop, IWAIPR 2018, Havana, Cuba, September 24–26, 2018, Proceedings

  • Conference proceedings
  • © 2018

Overview

Editors:
  1. Yanio Hernández Heredia

    1. Universidad de las Ciencias Informáticas, Havana, Cuba

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  2. Vladimir Milián Núñez

    1. Universidad de las Ciencias Informáticas, Havana, Cuba

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  3. José Ruiz Shulcloper

    1. Universidad de las Ciencias Informáticas, Havana, Cuba

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11047)

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

Included in the following conference series:

Conference proceedings info: IWAIPR 2018.

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Table of contents (43 papers)

  1. Front Matter

    Pages I-XV
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  3. Artificial Intelligence and Applications

    1. Front Matter

      Pages 15-15
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    2. Classification of Neuron Sets from Non-disease States Using Time Series Obtained Through Nonlinear Analysis of the 3D Dendritic Structures

      • Leonardo Agustín Hernández-Pérez, José Daniel López-Cabrera, Rubén Orozco-Morales, Juan Valentín Lorenzo-Ginori
      Pages 17-25

    3. Evaluating the Max-Min Hill-Climbing Estimation of Distribution Algorithm on B-Functions

      • Julio Madera, Alberto Ochoa
      Pages 26-33

    4. Calcified Plaque Detection in IVUS Sequences: Preliminary Results Using Convolutional Nets

      • Simone Balocco, Mauricio González, Ricardo Ñanculef, Petia Radeva, Gabriel Thomas
      Pages 34-42

    5. Multilayer-Based HMM Training to Support Bearing Fault Diagnosis

      • Jorge Fernández, Andrés Álvarez, H. Quintero, J. Echeverry, Álvaro Orozco
      Pages 43-50

    6. Predictive Model for Specific Energy Consumption in the Turning of AISI 316L Steel

      • Dagnier-Antonio Curra-Sosa, Roberto Pérez-Rodríguez, Ricardo Del-Risco-Alfonso
      Pages 51-58

    7. Training Neural Networks by Continuation Particle Swarm Optimization

      • Jairo Rojas-Delgado, Rafael Trujillo-Rasúa
      Pages 59-67

    8. Intelligent Data Analysis to Calculate the Operational Reliability Coefficient

      • Zoila Esther Morales Tabares, Alcides Cabrera Campos, Efrén Vázquez Silva, Roberto Antonio Infante Milanés
      Pages 68-76

    9. An Integrated Deep Neural Network for Defect Detection in Dynamic Textile Textures

      • Dirk Siegmund, Ashok Prajapati, Florian Kirchbuchner, Arjan Kuijper
      Pages 77-84

  4. Biometrics, Image and Video Analysis

    1. Front Matter

      Pages 85-85
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    2. Speeding up High Resolution Palmprint Matching by Using Singular Points

      • Manuel Aguado-Martínez, José Hernández-Palancar
      Pages 87-94

    3. Low-Resolution Face Recognition with Deep Convolutional Features in the Dissimilarity Space

      • Mairelys Hernández-Durán, Yenisel Plasencia-Calaña, Heydi Méndez-Vázquez
      Pages 95-103

    4. Exploring Local Deep Representations for Facial Gender Classification in Videos

      • Fabiola Becerra-Riera, Annette Morales-González, Heydi Méndez-Vázquez
      Pages 104-112

    5. Individual Finger Movement Recognition Based on sEMG and Classification Techniques

      • Laura Stella Vega-Escobar, Andrés Eduardo Castro-Ospina, Leonardo Duque-Muñoz
      Pages 113-121

    6. Watermarking Based on Krawtchouk Moments for Handwritten Document Images

      • Ernesto Avila-Domenech, Anier Soria-Lorente
      Pages 122-129

  5. Data Mining and Applications

    1. Front Matter

      Pages 131-131
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    2. Multi-graph Frequent Approximate Subgraph Mining for Image Clustering

      • Niusvel Acosta-Mendoza, Jesús Ariel Carrasco-Ochoa, Andrés Gago-Alonso, José Francisco Martínez-Trinidad, José Eladio Medina-Pagola
      Pages 133-140
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Keywords

About this book

This book constitutes the refereed proceedings of the 6th International Workshop on Artificial Intelligence and Pattern Recognition, IWAIPR 2018, held in Havana, Cuba, in September 2018. The 42 full papers presented were carefully reviewed and selected from 101 submissions. The papers promote and disseminate ongoing research on mathematical methods and computing techniques for artificial intelligence and pattern recognition, in particular in bioinformatics, cognitive and humanoid vision, computer vision, image analysis and intelligent data analysis, as well as their application in a number of diverse areas such as industry, health, robotics, data mining, opinion mining and sentiment analysis, telecommunications, document analysis, and natural language processing and recognition.

Editors and Affiliations

  • Universidad de las Ciencias Informáticas, Havana, Cuba

    Yanio Hernández Heredia, Vladimir Milián Núñez, José Ruiz Shulcloper

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