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Applied Informatics

Second International Conference, ICAI 2019, Madrid, Spain, November 7–9, 2019, Proceedings

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Hector Florez

    1. Universidad Distrital Francisco Jose de Caldas, Bogota, Colombia

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    You can also search for this editor in PubMed   Google Scholar

  2. Marcelo Leon

    1. Universidad Nacional de Loja, Loja, Ecuador

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    You can also search for this editor in PubMed   Google Scholar

  3. Jose Maria Diaz-Nafria

    1. Universidad a Distancia de Madrid, Madrid, Spain

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    You can also search for this editor in PubMed   Google Scholar

  4. Simone Belli

    1. Universidad Complutense de Madrid, Madrid, Spain

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Part of the book series: Communications in Computer and Information Science (CCIS, volume 1051)

Included in the following conference series:

Conference proceedings info: ICAI 2019.

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Table of contents (39 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Bioinformatics

    1. Front Matter

      Pages 1-1
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    2. Bioinformatics Methods to Discover Antivirals Against Zika Virus

      • Karina Salvatierra, Marcos Vera, Hector Florez
      Pages 3-14

  3. Data Analysis

    1. Front Matter

      Pages 15-15
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    2. Academic Behavior Analysis in Virtual Courses Using a Data Mining Approach

      • Dario Delgado-Quintero, Olmer Garcia-Bedoya, Diego Aranda-Lozano, Pablo Munevar-Garcia, Cesar O. Diaz
      Pages 17-31

    3. Analysis of Usability of Various Geosocial Network POI in Tourism

      • Jiří Kysela
      Pages 32-42

    4. Application of the Requirements Elicitation Process for the Construction of Intelligent System-Based Predictive Models in the Education Area

      • Cinthia Vegega, Pablo Pytel, María Florencia Pollo-Cattaneo
      Pages 43-58

    5. Evaluating Student Learning Effect Based on Process Mining

      • Yu Wang, Tong Li, Congkai Geng, Yihan Wang
      Pages 59-72

    6. Evalu@: An Agnostic Web-Based Tool for Consistent and Constant Evaluation Used as a Data Gatherer for Artificial Intelligence Implementations

      • Fernando Yepes-Calderon, Juan F. Yepes Zuluaga, Gonzalo E. Yepes Calderon
      Pages 73-84

    7. Model for Resource Allocation in Decentralized Networks Using Interaction Nets

      • Joaquín F. Sánchez, Juan P. Ospina, Carlos Collazos-Morales, Henry Avendaño, Paola Ariza-Colpas, N. Vanesa Landero
      Pages 85-101

    8. RefDataCleaner: A Usable Data Cleaning Tool

      • Juan Carlos Leon-Medina, Ixent Galpin
      Pages 102-115

    9. Study of Crime Status in Colombia and Development of a Citizen Security App

      • Raquel E. Canon-Clavijo, Cesar O. Diaz, Olmer Garcia-Bedoya, Holman Bolivar
      Pages 116-130

    10. University Quality Measurement Model Based on Balanced Scorecard

      • Thalia Obredor-Baldovino, Harold Combita-Niño, Tito J. Crissien-Borrero, Emiro De-la-Hoz-Franco, Diego Beltrán, Iván Ruiz et al.
      Pages 131-144

  4. Decision Systems

    1. Front Matter

      Pages 145-145
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    2. Algorithmic Discrimination and Responsibility: Selected Examples from the United States of America and South America

      • Musonda Kapatamoyo, Yalitza Therly Ramos-Gil, Carmelo Márquez Dominiguez
      Pages 147-157

    3. Continuous Variable Binning Algorithm to Maximize Information Value Using Genetic Algorithm

      • Nattawut Vejkanchana, Pramote Kuacharoen
      Pages 158-172

    4. CVRPTW Model for Cargo Collection with Heterogeneous Capacity-Fleet

      • Jorge Ivan Romero-Gelvez, William Camilo Gonzales-Cogua, Jorge Aurelio Herrera-Cuartas
      Pages 173-184

    5. Evaluation of Transfer Learning Techniques with Convolutional Neural Networks (CNNs) to Detect the Existence of Roads in High-Resolution Aerial Imagery

      • Calimanut-Ionut Cira, Ramon Alcarria, Miguel-Ángel Manso-Callejo, Francisco Serradilla
      Pages 185-198

    6. Predicting Stock Prices Using Dynamic LSTM Models

      • Duc Huu Dat Nguyen, Loc Phuoc Tran, Vu Nguyen
      Pages 199-212

  5. Health Care Information Systems

    1. Front Matter

      Pages 213-213
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Other volumes

  1. Applied Informatics

Keywords

About this book

This book constitutes the thoroughly refereed papers of the Second International Conference on Applied Informatics, ICAI 2019, held in Madrid, Spain, in November 2019.

The 37 full papers and one short paper were carefully reviewed and selected from 98 submissions. The papers are organized in topical sections on bioinformatics; data analysis; decision systems; health care information systems; IT Architectures; learning management systems; robotic autonomy; security services; socio-technical systems; software design engineering.

Editors and Affiliations

  • Universidad Distrital Francisco Jose de Caldas, Bogota, Colombia

    Hector Florez

  • Universidad Nacional de Loja, Loja, Ecuador

    Marcelo Leon

  • Universidad a Distancia de Madrid, Madrid, Spain

    Jose Maria Diaz-Nafria

  • Universidad Complutense de Madrid, Madrid, Spain

    Simone Belli

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