This two-volume set CCIS 2208-2209 constitutes revised selected papers from the refereed proceedings of the 18th Colombian Congress on Computing, CCC 2024, held in Manizales, Colombia, during September 4-6, 2024. The 50 full papers and 5 short papers included in this book were carefully reviewed and selected from 124 submissions. They were organized in topical sections as follows: Artificial Intelligence; Pattern recognition and computer vision; Computational statistics and formal methods; Cyber security and information security; Data, information and knowledge; ICT for education and…mehr
This two-volume set CCIS 2208-2209 constitutes revised selected papers from the refereed proceedings of the 18th Colombian Congress on Computing, CCC 2024, held in Manizales, Colombia, during September 4-6, 2024.
The 50 full papers and 5 short papers included in this book were carefully reviewed and selected from 124 submissions. They were organized in topical sections as follows: Artificial Intelligence; Pattern recognition and computer vision; Computational statistics and formal methods; Cyber security and information security; Data, information and knowledge; ICT for education and e-Learning; Industry 4.0 and digital transformation; Software engineering and automation.
Produktdetails
Produktdetails
Communications in Computer and Information Science 2208
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Inhaltsangabe
.- Artificial Intelligence. .- Neuropathic Pain Detection through Embedding Synergies of Deep Language and Image Models. .- Detection of depressive symptomatology in written narratives in Spanish using machine learning and semantic ontology. .- Unveiling Tourist Profiles in the Department of Sucre: A Text Analysis Approach. .- Ethical norms and literary visions: A comparative analysis of Artificial Intelligence in regulatory frameworks and science fiction. .- Application of Artificial Intelligence to Stock Market Investments: RSI Analysis with Genetic Algorithms and Neural Networks. .- A Study of U-Net-based Architectures for Segmenting COVID-19 Lung Lesions. .- Hyperparameter Optimization of Multi-Layer Perceptron-based Predictors. .- Emotional BDI Model (eBDI) of the Peasants Families WellProdSim Social Simulator. .- Pattern recognition and computer vision. .- Analysis of Pre-Trained Convolutional Neural Network Models in Diabetic Macular Edema Detection Through Retinal Fundus Images. .- Gaussian Mixture Connectivity with Alpha-Renyi Regularization for EEG-based MI Classification. .- Optimisation of User Interaction for the Calculation of the Cobb Angle in Lumbar Spine MR Images. .- Implementation of Convolutional Neural Networks for Automated Disease Detection in Cucumber Crops. .- Automatic Disease Detection in Physalis Peruviana Based on Image, a review systematic. .- Computational statistics and formal methods. .- On missing values and the imputation in learning neural networks. .- Formalisation of Hall's Theorem for Countable Infinite Graphs. .- Efficient Strategies for Finding the Minimum Information Partition in Integrated Information Theory 3.0. .- Decomposition models for agricultural commodity price time series: A comparative research. .- Cyber security and information security. .- Feature Selection in Machine Learning-Based IDS Performance. .- Exploring Advanced Deep Learning Methods for Image Steganography: New Approaches to Concealing Videos Within Videos. .- Automated Machine Learning Prototype for Detecting Phishing, Deepfakes, and Fraudulent Audio Patterns: A Systematic Literature Mapping. .- Entropy wall for symmetric cryptographic key generation through frame processing. .- Transparency and security in tourism: exploring the potential of blockchain technology. .- Vulnerability analysis of IoT devices (IP cameras) in Oca na Norte de Santander. .- Safeguarding Connected Autonomous Vehicles: A Cybersecurity Perspective.
.- Artificial Intelligence. .- Neuropathic Pain Detection through Embedding Synergies of Deep Language and Image Models. .- Detection of depressive symptomatology in written narratives in Spanish using machine learning and semantic ontology. .- Unveiling Tourist Profiles in the Department of Sucre: A Text Analysis Approach. .- Ethical norms and literary visions: A comparative analysis of Artificial Intelligence in regulatory frameworks and science fiction. .- Application of Artificial Intelligence to Stock Market Investments: RSI Analysis with Genetic Algorithms and Neural Networks. .- A Study of U-Net-based Architectures for Segmenting COVID-19 Lung Lesions. .- Hyperparameter Optimization of Multi-Layer Perceptron-based Predictors. .- Emotional BDI Model (eBDI) of the Peasants Families WellProdSim Social Simulator. .- Pattern recognition and computer vision. .- Analysis of Pre-Trained Convolutional Neural Network Models in Diabetic Macular Edema Detection Through Retinal Fundus Images. .- Gaussian Mixture Connectivity with Alpha-Renyi Regularization for EEG-based MI Classification. .- Optimisation of User Interaction for the Calculation of the Cobb Angle in Lumbar Spine MR Images. .- Implementation of Convolutional Neural Networks for Automated Disease Detection in Cucumber Crops. .- Automatic Disease Detection in Physalis Peruviana Based on Image, a review systematic. .- Computational statistics and formal methods. .- On missing values and the imputation in learning neural networks. .- Formalisation of Hall's Theorem for Countable Infinite Graphs. .- Efficient Strategies for Finding the Minimum Information Partition in Integrated Information Theory 3.0. .- Decomposition models for agricultural commodity price time series: A comparative research. .- Cyber security and information security. .- Feature Selection in Machine Learning-Based IDS Performance. .- Exploring Advanced Deep Learning Methods for Image Steganography: New Approaches to Concealing Videos Within Videos. .- Automated Machine Learning Prototype for Detecting Phishing, Deepfakes, and Fraudulent Audio Patterns: A Systematic Literature Mapping. .- Entropy wall for symmetric cryptographic key generation through frame processing. .- Transparency and security in tourism: exploring the potential of blockchain technology. .- Vulnerability analysis of IoT devices (IP cameras) in Oca na Norte de Santander. .- Safeguarding Connected Autonomous Vehicles: A Cybersecurity Perspective.
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