Del 2208 i serien Communications in Computer and Information Science

Advances in Computing

18th Colombian Conference on Computing, CCC 2024, Manizales, Colombia, September 4–6, 2024, Revised Selected Papers, Part I

Häftad, Engelska, 2024

AvNéstor Darío Duque-Méndez,Luz Ángela Aristizábal-Quintero,Mauricio Orozco-Alzate,Jose Aguilar

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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.

Produktinformation

Utgivningsdatum2024-12-22
Mått155 x 235 x 21 mm
Vikt581 g
FormatHäftad
SpråkEngelska
SerieCommunications in Computer and Information Science
Antal sidor363
FörlagSpringer International Publishing AG
ISBN9783031752322

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Programvaruutveckling inom Data och IT
Hårdvara inom Data och IT
Artificiell intelligens inom Data och IT

.- 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.