| Description |
1 online resource (xii, 428 pages) : illustrations (some color) |
| Series |
Communications in computer and information science, 1865-0937 ; 1924 |
|
Communications in computer and information science ; 1924. 1865-0937
|
| 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 ChatGPT⁰́₉s 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 -- Using Virtual Reality to Detect Memory Loss: An Exploratory Study |
| 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 |
| Notes |
Includes author index |
|
Online resource; title from PDF title page (SpringerLink, viewed November 21, 2023) |
| Subject |
Computer science -- Congresses
|
|
Computer science
|
| Genre/Form |
Conference papers and proceedings
|
| Form |
Electronic book
|
| Author |
Tabares, Marta, editor.
|
|
Vallejo, Paola, editor.
|
|
Suarez, Biviana, editor.
|
|
Suarez, Marco, editor.
|
|
Ruiz, Oscar, editor.
|
|
Aguilar, Jose, editor.
|
| ISBN |
9783031473722 |
|
3031473728 |
|
