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245 1 0 _aAdvances in Computing
_h[electronic resource] :
_b17th Colombian Conference on Computing, CCC 2023, Medellin, Colombia, August 10-11, 2023, Revised Selected Papers /
_cedited by Marta Tabares, Paola Vallejo, Biviana Suarez, Marco Suarez, Oscar Ruiz, Jose Aguilar.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXII, 428 p. 174 illus., 151 illus. in color.
_bonline resource.
336 _atext
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337 _acomputer
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338 _aonline resource
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v1924
505 0 _aMachine 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. .
520 _aThis 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.
650 0 _aSoftware engineering.
_94138
650 0 _aComputer engineering.
_910164
650 0 _aComputer networks .
_931572
650 0 _aArtificial intelligence.
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650 0 _aComputers, Special purpose.
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650 1 4 _aSoftware Engineering.
_94138
650 2 4 _aComputer Engineering and Networks.
_993775
650 2 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputer Communication Networks.
_993778
650 2 4 _aSpecial Purpose and Application-Based Systems.
_946654
700 1 _aTabares, Marta.
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700 1 _aVallejo, Paola.
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700 1 _aSuarez, Biviana.
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700 1 _aSuarez, Marco.
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700 1 _aRuiz, Oscar.
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700 1 _aAguilar, Jose.
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830 0 _aCommunications in Computer and Information Science,
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