06201nam a22006135i 4500 978-3-031-75233-9 DE-He213 20251030114632.0 cr nn 008mamaa 241221s2024 sz | s |||| 0|eng d 9783031752339 978-3-031-75233-9 10.1007/978-3-031-75233-9 doi Q342 UYQ bicssc COM004000 bisacsh UYQ thema Advances in Computing [electronic resource] : 18th Colombian Conference on Computing, CCC 2024, Manizales, Colombia, September 4–6, 2024, Revised Selected Papers, Part I / edited by Néstor Darío Duque-Méndez, Luz Ángela Aristizábal-Quintero, Mauricio Orozco-Alzate, Jose Aguilar. 1st ed. 2024. Cham : Springer Nature Switzerland : Imprint: Springer, 2024. XX, 363 p. 142 illus., 127 illus. in color. online resource. text txt rdacontent computer c rdamedia online resource cr rdacarrier text file PDF rda Communications in Computer and Information Science, 1865-0937 ; 2208 -- 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. 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. Computational intelligence. 64052 Software engineering. 33953 Computer networks . 60157 Artificial intelligence. 58441 Computers, Special purpose. Computational Intelligence. 64052 Software Engineering. 33953 Computer Communication Networks. 65689 Artificial Intelligence. 58441 Special Purpose and Application-Based Systems. Duque-Méndez, Néstor Darío. editor. (orcid)0000-0002-4608-281X https://orcid.org/0000-0002-4608-281X edt http://id.loc.gov/vocabulary/relators/edt 89341 Aristizábal-Quintero, Luz Ángela. editor. (orcid)0000-0003-4510-9029 https://orcid.org/0000-0003-4510-9029 edt http://id.loc.gov/vocabulary/relators/edt 89342 Orozco-Alzate, Mauricio. editor. (orcid)0000-0002-5937-6382 https://orcid.org/0000-0002-5937-6382 edt http://id.loc.gov/vocabulary/relators/edt 89343 Aguilar, Jose. editor. (orcid)0000-0003-4194-6882 https://orcid.org/0000-0003-4194-6882 edt http://id.loc.gov/vocabulary/relators/edt 67150 SpringerLink (Online service) Springer Nature eBook Printed edition: 9783031752322 Printed edition: 9783031752346 Communications in Computer and Information Science, 1865-0937 ; 2208 66508 https://doi.org/10.1007/978-3-031-75233-9 ZDB-2-INR ZDB-2-SXIT 65929 65929