Advances in Computing : 17th Colombian Conference on Computing, CCC 2023, Medellin, Colombia, August 10–11, 2023, Revised Selected Papers / edited by Marta Tabares, Paola Vallejo, Biviana Suarez, Marco Suarez, Oscar Ruiz, Jose Aguilar.

Format:

Book

Author/Creator:

Tabares, Marta.

Contributor:

Vallejo, Paola.

Suarez, Biviana.

Suarez, Marco.

Ruiz, Oscar.

Aguilar, José.

Series:

Communications in Computer and Information Science, 1865-0937 ; 1924

Language:

English

Subjects (All):

Software engineering.

Computer engineering.

Computer networks.

Artificial intelligence.

Computers, Special purpose.

Software Engineering.

Computer Engineering and Networks.

Artificial Intelligence.

Computer Communication Networks.

Special Purpose and Application-Based Systems.

Local Subjects:

Software Engineering.

Computer Engineering and Networks.

Artificial Intelligence.

Computer Communication Networks.

Special Purpose and Application-Based Systems.

Physical Description:

1 online resource (440 pages)

Edition:

1st ed. 2024.

Place of Publication:

Cham : Springer Nature Switzerland : Imprint: Springer, 2024.

Summary:

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.

Contents:

Machine Learning based Plant Disease Detection using EfficientNet B7

Land Cover Classification Using Remote Sensing and Supervised Convolutional Neural Networks

Fusion of optical and radar data by aggregation into a single feature space for LULC classification

Computer room failure reporting system for a Higher Education Institution

Recent Advances in Machine Learning for Differential Cryptanalysis

Addressing the Diet Problem with Constraint Programming Enhanced with Machine Learning

Assessing ChatGPT’s Proficiency in CS1-Level Problem Solving

Clean Architecture: Impacto en el rendimiento y mantenibilidad de proyectos de Android nativos

Evaluation of AI techniques to implement proactive container auto-scaling strategies

Teaching strategy for enabling technologies of Industry 4.0 to high school students

Automatic translation of text and audio to Colombian Sign Language

Movement in video classification using structured data: Workout videos application

Planning Navigation Routes in Unknown Environments

Integration of Cyber-Physical System and Digital Twin for Controlling a Robotic Manipulator: An Industry 4.0 Approach

Declarative Visual Programming with Invariant, Pre- and Post-conditions for Lattice Approximation of 3D Models

Using Open Data for Training Deep Learning Models: A waste identification case study

Instructional strategies for performance improvement in algebra: A systematic mapping

Model for Fruit Tree Classification through Aerial Images

Change Point Detection for Time Dependent Counts Using Extended MDL and Genetic Algorithms

An Exploration of Genetic Algorithms Operators for the Detection of Multiple Change-points of Exceedances using Non-Homogeneous Poisson Processes and Bayesian Methods

Synthetic Hyperspectral Data for Avocado Maturity Classification

Fuzzy Model for Risk Characterization in Avocado Crops for Index Insurance Configuration

Safety Verification of the Raft Leader Election Algorithm using Athena

Modeling Detecting Plant Diseases in Precision Agriculture: A NDVI Analysis for Early and Accurate Diagnosis

Towards the construction of an emotion analysis model in university students using images taken in classrooms

Cloud-native architecture for distributed systems that facilitates integration with AIOps platforms

Comparing Three Agent-Based Models Implementations of Vector-Borne Disease Transmission Dynamics

Towards a Predictive Model that supports the achievement of more assertive commercial KPIs Case: Wood Trading Company

BDI Peasants Model for the WellProdSim Agent-based Social Simulator

Discovering Key Aspects to Reduce Employee Turnover using a Predictive Model

Findby: An Application for Accessibility and Inclusive Exploration

Tracing the visual path: Gaze direction in the 360 video experience

UsingVirtual Reality to Detect Memory Loss: An Exploratory Study. .

Notes:

Description based on publisher supplied metadata and other sources.

Other Format:

Print version: Tabares, Marta Advances in Computing

ISBN:

9783031473722

3031473728

OCLC:

1409680231