Skip to main content
SpringerLink
Log in

Applied Informatics

5th International Conference, ICAI 2022, Arequipa, Peru, October 27–29, 2022, Proceedings

  • Conference proceedings
  • © 2022

Overview

Editors:
  1. Hector Florez

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

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

  2. Henry Gomez

    1. Universidad Continental, Arequipa, Peru

    View editor publications

    You can also search for this editor in PubMed   Google Scholar

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1643)

Included in the following conference series:

Conference proceedings info: ICAI 2022.

This is a preview of subscription content, log in via an institution to check access.

Access this book

Log in via an institution
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

Licence this eBook for your library

Institutional subscriptions

Table of contents (33 papers)

  1. Front Matter

    Pages i-xiv
    Download chapter PDF

  2. Artificial Intelligence

    1. Front Matter

      Pages 1-1
      Download chapter PDF

    2. A Genetic Algorithm for Scheduling Laboratory Rooms: A Case Study

      • Rafael Fuenmayor, Martín Larrea, Mario Moncayo, Esteban Moya, Sebastián Trujillo, Juan-Diego Terneus et al.
      Pages 3-14

    3. COVID-19 Article Classification Using Word-Embedding and Different Variants of Deep-Learning Approach

      • Sanidhya Vijayvargiya, Lov Kumar, Lalita Bhanu Murthy, Sanjay Misra
      Pages 15-30

    4. Crop Classification Using Deep Learning: A Quick Comparative Study of Modern Approaches

      • Hind Raki, Juan González-Vergara, Yahya Aalaila, Mouad Elhamdi, Sami Bamansour, Lorena Guachi-Guachi et al.
      Pages 31-44

    5. Internet of Things (IoT) for Secure and Sustainable Healthcare Intelligence: Analysis and Challenges

      • Sunday Adeola Ajagbe, Sanjay Misra, Oluwaseyi F. Afe, Kikelomo I. Okesola
      Pages 45-59

    6. Multiple Colour Detection of RGB Images Using Machine Learning Algorithm

      • Joseph Bamidele Awotunde, Sanjay Misra, David Obagwu, Hector Florez
      Pages 60-74

    7. Neural Model-Based Similarity Prediction for Compounds with Unknown Structures

      • Eugenio Borzone, Leandro Ezequiel Di Persia, Matias Gerard
      Pages 75-87

  3. Data Analysis

    1. Front Matter

      Pages 89-89
      Download chapter PDF

    2. Classifying Incoming Customer Messages for an e-Commerce Site Using Supervised Learning

      • Misael Andrey Albañil Sánchez, Ixent Galpin
      Pages 91-105

    3. Comparison of Machine Learning Models for Predicting Rainfall in Tropical Regions: The Colombian Case

      • Carlos Andres Rocha-Ruiz, Ixent Galpin, Olmer García-Bedoya
      Pages 106-120

    4. Deep Mining Covid-19 Literature

      • Joshgun Sirajzade, Pascal Bouvry, Christoph Schommer
      Pages 121-133

    5. Keyword-Based Processing for Assessing Short Answers in the Educational Field

      • Javier Sanz-Fayos, Luis de-la-Fuente-Valentín, Elena Verdú
      Pages 134-146

    6. Statistical Characterization of Image Intensities in Regions Inside Arteries to Facilitate the Extraction of Center Lines in Atherosclerosis Frameworks

      • Fernando Yepes-Calderon
      Pages 147-157

    7. Text Encryption with Advanced Encryption Standard (AES) for Near Field Communication (NFC) Using Huffman Compression

      • Oluwashola David Adeniji, Olaniyan Eliais Akinola, Ademola Olusola Adesina, Olamide Afolabi
      Pages 158-170

  4. Decision Systems

    1. Front Matter

      Pages 171-171
      Download chapter PDF

    2. A Systematic Review on Phishing Detection: A Perspective Beyond a High Accuracy in Phishing Detection

      • Daniel Alejandro Barreiro Herrera, Jorge Eliecer Camargo Mendoza
      Pages 173-188

    3. Application of Duality Properties of Renyi Entropy for Parameter Tuning in an Unsupervised Machine Learning Task

      • Sergei Koltcov
      Pages 189-203

    4. Preliminary Study for Impact of Social Media Networks on Traffic Prediction

      • Valeria Laynes Fiascunari, Luis Rabelo
      Pages 204-218

    5. Website Phishing Detection Using Machine Learning Classification Algorithms

      • Mukta Mithra Raj, J. Angel Arul Jothi
      Pages 219-233
Back to top

Other volumes

  1. Applied Informatics

Keywords

About this book

This book constitutes the proceedings of the 5th International Conference on Applied Informatics, ICAI 2022, which took place in Arequipa, Peru, in October 2022. 

The 32 papers presented in this volume were carefully reviewed and selected from 90 submissions. The contributions are divided into the following thematic blocks: Artificial Intelligence; Data Analysis; Decision Systems; Health Care Information Systems; ICT-Enabled Social Innovation; Image Processing; Robotic Autonomy; Software Architectures; Software Design Engineering.

Editors and Affiliations

  • Universidad Distrital Francisco Jose de Caldas, Bogota, Colombia

    Hector Florez

  • Universidad Continental, Arequipa, Peru

    Henry Gomez

Bibliographic Information

Publish with us

Policies and ethics

Back to top

Search

Navigation