| Vol-2714 urn:nbn:de:0074-2714-3 Copyright © 2020 for the individual papers by the papers' authors. Copyright © 2020 for the volume as a collection by its editors. This volume and its papers are published under the Creative Commons License Attribution 4.0 International (CC BY 4.0).

# ICAIW 2020
Third International Conference on Applied Informatics 2020

### Joint Proceedings of WAAI 2020, AIESD 2020, WDEA 2020, WSSC 2020
co-located with the Third International Conference on Applied Informatics (ICAI 2020)

- First International Workshop on Applied Artificial Intelligence (WAAI 2020)
- Second International Workshop on Applied Informatics for Economics, Society and Development (AIESD 2020)
- Third International Workshop on Data Engineering and Analytics (WDEA 2020)
- Third International Workshop on Smart and Sustainable Cities (WSSC 2020)

### Online / Ota, Nigeria, October 29-31, 2020.

Edited by

### Hector Florez *
Ixent Galpin **
Christian Grévisse ***

* Universidad Distrital Francisco José de Caldas, Colombia
** Universidad de Bogotá Jorge Tadeo Lozano, Colombia
*** Université du Luxembourg, Luxembourg

## Table of Contents

- Preface
  Summary: There were 26 papers submitted for peer-review to ICAIW 2020. Out of these, 15 papers were accepted for this volume, 15 as regular papers and 0 as short papers.

### First International Workshop on Applied Artificial Intelligence (WAAI 2020)

- Comparative Study of Distance Measures for the Fuzzy C-means and K-means Non-Supervised Methods Applied to Image Segmentation 1-14
  Martín Vélez-Falconí, Josué Marín, Selena Jiménez, Lorena Guachi-Guachi
- Edge Solution with Machine Learning and Open Data to Interpret Signs for People with Visual Disability 15-26
  Fabian Velosa, Hector Florez

### Second International Workshop on Applied Informatics for Economy, Society, and Development (AIESD 2020)

- A Scrum Implementation Plan by Phases and Oriented by Team Members: A Case Study 27-41
  Olga L. Calderón-Martínez, Alix E. Rojas, Camilo Mejía-Moncayo
- An Immersive Experience in the Virtual 3D VirBELA Environment for Leadership Development in Undergraduate Students during the COVID-19 Quarantine 42-52
  Carlos Eduardo Mora-Beltrán, Alix E. Rojas, Camilo Mejía-Moncayo
- Analysis of the Conservation Model of Territorial Forest and Vegetation Protection in Azuay, Ecuador 53-65
  Marcelo Leon, Maribel Alomoto, María de la O Barroso
- Drilling and Completion Material Management Improvement by Stochastic Modelling 66-76
  Carlos Felipe Acevedo-Gutierrez, Gabriel Villalobos-Camargo, Jorge Ivan Romero-Gelvez
- How to Measure the Performance of a Smart City 77-86
  Teresa Guarda, Isabel Lopes, Pedro Oliveira, Maria Isabel Ribeiro, António José Fernandes
- The Impact of Virtual Platforms in the Field of the Knowledge and Information Society as a Learning Resource 87-98
  Erika Lucía Gonzalez-Carrión, María Lorena Muñoz-Vallejo, Johnny Héctor Sánchez-Landín
- The Mataquí, Pimampiro River Micro Watershed Management Experience and its Problems Towards Sustainability 99-110
  Fausto Calderón-Pineda, René Garzozi-Pincay, Yamel Garzozi-Pincay, Roxana Álvarez-Acosta, Concepción Espinosa-Manosalvas

### Third International Workshop on Data Engineering and Analytics (WDEA 2020)

- Demand Forecasting for Inventory Management using Limited Data Sets: A Case Study from the Oil Industry 111-119
  Jorge Ivan Romero-Gelvez, Esteban Felipe Villamizar, Olmer Garcia-Bedoya, Jorge Aurelio Herrera-Cuartas
- Forecasting Credit Card Attrition using Machine Learning Models 120-134
  Carlos Alvaro Rico-Poveda, Ixent Galpin
- Precision Agriculture Technology Evaluation using Combined AHP and GRA for Data Acquisition in Apiculture 135-145
  Jorge Ivan Romero-Gelvez, Sandra Viviana Beltrán-Fernández, Andres Julian Aristizabal, Sebastian Zapata, Monica Castañeda
- Time Series Models for the Colombian TRM Exchange Rate 146-158
  Luis Giraldo-Alvarado, Javier Riascos-Ochoa

### Third International Workshop on Smart and Sustainable Cities (WSSC 2020)

- A Quality Evaluation of Wastewater in Quito's Metropolitan Area for Environmental Sustainability 159-175
  Marcelo Leon, Raquel Ibarra, María de la O Barroso
- Towards the Construction of a Smart City Model in Bogotá 176-193
  María Clara Sánchez-Vanegas, Manuel Dávila, Álvaro Gutiérrez, José David López, Laura González, Luis Cobo, César O. Díaz

2020-10-21: submitted by Hector Florez, metadata incl. bibliographic data published under Creative Commons CC0
2020-10-27: published on CEUR Workshop Proceedings (CEUR-WS.org, ISSN 1613-0073) |valid HTML5|