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  • © 2024

Advances in Computing

17th Colombian Conference on Computing, CCC 2023, Medellin, Colombia, August 10–11, 2023, Revised Selected Papers

Part of the book series: Communications in Computer and Information Science (CCIS, volume 1924)

Conference series link(s): CCC: Colombian Conference on Computing

Conference proceedings info: CCC 2023.

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Table of contents (33 papers)

  1. Front Matter

    Pages i-xii
  2. Machine Learning Based Plant Disease Detection Using EfficientNet B7

    • Amit Kumar Bairwa, Sandeep Joshi, Shikha Chaudhary
    Pages 1-12
  3. Land Cover Classification Using Remote Sensing and Supervised Convolutional Neural Networks

    • Jheison Perez-Guerra, Veronica Herrera-Ruiz, Juan Carlos Gonzalez-Velez, Juan David Martinez-Vargas, Maria Constanza Torres-Madronero
    Pages 13-24
  4. Fusion of Optical and Radar Data by Aggregation into a Single Feature Space for LULC Classification

    • Veronica Herrera-Ruiz, Jheison Perez-Guerra, Juan David Martínez-Vargas, Juan Carlos Gonzalez-Velez, Maria Constanza Torres-Madronero
    Pages 25-34
  5. Computer Room Failure Reporting System for a Higher Education Institution

    • Johan Manuel Alvarez Pinta, Mateo Jesús Cadena Cabrera, Juan Diego Eraso Muñoz, Miguel Angel Llanten Llanten, Brayan Fabian Meza, Nicolas Rodriguez Trujillo et al.
    Pages 35-44
  6. Recent Advances in Machine Learning for Differential Cryptanalysis

    • Isabella Martínez, Valentina López, Daniel Rambaut, Germán Obando, Valérie Gauthier-Umaña, Juan F. Pérez
    Pages 45-56
  7. Addressing the Diet Problem with Constraint Programming Enhanced with Machine Learning

    • Sara Jazmín Maradiago Calderón, Juan José Dorado Muñoz, Juan Francisco Díaz Frías, Robinson Andrey Duque Agudelo
    Pages 57-70
  8. Assessing ChatGPT’s Proficiency in CS1-Level Problem Solving

    • Mario Sánchez, Andrea Herrera
    Pages 71-81
  9. Clean Architecture: Impact on Performance and Maintainability of Native Android Projects

    • Javier Alfonso Santiago-Salazar, Dewar Rico-Bautista
    Pages 82-90
  10. Evaluation of AI Techniques to Implement Proactive Container Auto-scaling Strategies

    • Bryan Leonardo Figueredo González, Mariela J. Curiel H.
    Pages 91-96
  11. Teaching Strategy for Enabling Technologies of Industry 4.0 to High School Students

    • Duby Castellanos-Cárdenas, María Clara Gómez-Álvarez
    Pages 97-108
  12. Automatic Translation of Text and Audio to Colombian Sign Language

    • Santiago Fernández Becerra, Fabián Andrés Olarte Vargas, Johan Mateo Rosero Quenguan, Andrés Felipe Vásquez Rendón, Andrea Rueda-Olarte
    Pages 109-114
  13. Planning Navigation Routes in Unknown Environments

    • Laura Rodriguez, Fernando De la Rosa, Nicolás Cardozo
    Pages 128-140
  14. Integration of Cyber-Physical System and Digital Twin for Controlling a Robotic Manipulator: An Industry 4.0 Approach

    • Oscar Loyola, Benjamín Suarez, César Sandoval, Eduardo Carrillo
    Pages 141-152
  15. Declarative Visual Programming with Invariant, Pre- and Post-conditions for Lattice Approximation of 3D Models

    • Oscar Ruiz-Salguero, Carolina Builes-Roldan, Juan Lalinde-Pulido, Carlos Echeverri-Cartagena
    Pages 153-172
  16. Using Open Data for Training Deep Learning Models: A Waste Identification Case Study

    • Juan Carlos Arbeláez, Paola Vallejo, Marta Silvia Tabares, Jose Aguilar, David Ríos Zapata, Elizabeth Rendón Vélez et al.
    Pages 173-187
  17. Instructional Strategies for Performance Improvement in Algebra: A Systematic Mapping

    • Shirley Tatiana Garcia-Carrascal, Laura Daniela Sepulveda-Vega, Dewar Rico-Bautista
    Pages 188-198
  18. Model for Fruit Tree Classification Through Aerial Images

    • Valentina Escobar Gómez, Diego Gustavo Guevara Bernal, Javier Francisco López Parra
    Pages 199-214
  19. Change Point Detection for Time Dependent Counts Using Extended MDL and Genetic Algorithms

    • Sergio Barajas-Oviedo, Biviana Marcela Suárez-Sierra, Lilia Leticia Ramírez-Ramírez
    Pages 215-229

Other Volumes

  1. Advances in Computing

About this book

This book constitutes revised selected papers from the refereed proceedings of the 17th Colombian Conference on Computing on Advances in Computing, CCC 2023, held in  Medellin, Colombia, during August 10–11, 2023.

The 22 full papers and 11 short papers included in this book were carefully reviewed and selected from 68 submissions. They were organized in topical sections as follows: Industrial Applications - Industry 4.0 - Precision Agriculture, Artificial Intelligence, Distributed systems and large-scale computing, Computational Statistics, Digital Learning - E-learning, Software Engineering, Human Machine Interaction, Image processing and Computer Vision, Robotics in Industry 4.0 and Scientific Applications.

Keywords

  • artificial intelligence
  • communication systems
  • computer crime
  • computer hardware
  • computer networks
  • computer security
  • data security
  • deep learning
  • distributed computer systems
  • distributed systems
  • e-learning
  • fuzzy logic
  • Human-Computer Interaction (HCI)
  • machine learning
  • network protocols
  • telecommunication networks

Editors and Affiliations

  • Universidad EAFIT, Medellín, Colombia

    Marta Tabares, Paola Vallejo, Biviana Suarez, Oscar Ruiz, Jose Aguilar

  • Pedagogical and Technological University, Tunja, Colombia

    Marco Suarez

Bibliographic Information

Buy it now

Buying options

eBook USD 79.99
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book USD 99.99
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