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Advances in Computing [electronic resource] : 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.

Contributor(s): Tabares, Marta [editor.] | Vallejo, Paola [editor.] | Suarez, Biviana [editor.] | Suarez, Marco [editor.] | Ruiz, Oscar [editor.] | Aguilar, Jose [editor.] | SpringerLink (Online service).
Material type: materialTypeLabelBookSeries: Communications in Computer and Information Science: 1924Publisher: Cham : Springer Nature Switzerland : Imprint: Springer, 2024Edition: 1st ed. 2024.Description: XII, 428 p. 174 illus., 151 illus. in color. online resource.Content type: text Media type: computer Carrier type: online resourceISBN: 9783031473722.Subject(s): 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 SystemsAdditional physical formats: Printed edition:: No title; Printed edition:: No titleDDC classification: 005.1 Online resources: Click here to access online
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. .
In: Springer Nature eBookSummary: 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.
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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. .

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.

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