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024 7 _a10.1007/978-3-031-75233-9
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050 4 _aQ342
072 7 _aUYQ
_2bicssc
072 7 _aCOM004000
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072 7 _aUYQ
_2thema
245 1 0 _aAdvances in Computing
_h[electronic resource] :
_b18th Colombian Conference on Computing, CCC 2024, Manizales, Colombia, September 4–6, 2024, Revised Selected Papers, Part I /
_cedited by Néstor Darío Duque-Méndez, Luz Ángela Aristizábal-Quintero, Mauricio Orozco-Alzate, Jose Aguilar.
250 _a1st ed. 2024.
264 1 _aCham :
_bSpringer Nature Switzerland :
_bImprint: Springer,
_c2024.
300 _aXX, 363 p. 142 illus., 127 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
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490 1 _aCommunications in Computer and Information Science,
_x1865-0937 ;
_v2208
505 0 _a -- 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.
520 _aThis 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.
650 0 _aComputational intelligence.
_964052
650 0 _aSoftware engineering.
_933953
650 0 _aComputer networks .
_960157
650 0 _aArtificial intelligence.
_958441
650 0 _aComputers, Special purpose.
650 1 4 _aComputational Intelligence.
_964052
650 2 4 _aSoftware Engineering.
_933953
650 2 4 _aComputer Communication Networks.
_965689
650 2 4 _aArtificial Intelligence.
_958441
650 2 4 _aSpecial Purpose and Application-Based Systems.
700 1 _aDuque-Méndez, Néstor Darío.
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700 1 _aAristizábal-Quintero, Luz Ángela.
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700 1 _aOrozco-Alzate, Mauricio.
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700 1 _aAguilar, Jose.
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_4http://id.loc.gov/vocabulary/relators/edt
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710 2 _aSpringerLink (Online service)
773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aCommunications in Computer and Information Science,
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856 4 0 _uhttps://doi.org/10.1007/978-3-031-75233-9
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