Modelos de Predicción en Blockchain

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dc.contributor.advisorSanta Quintero, Ricardo Andres
dc.contributor.authorCasallas Maldonado, Paula Lorena
dc.contributor.authorLeguizamon LLanos, Lizeth Shania
dc.coverage.spatialBogotáspa
dc.creator.emailpaulal-casallasm@unilibre.edu.cospa
dc.creator.emailLizeths-leguizamonl@unilibre.edu.cospa
dc.date.accessioned2025-05-26T12:56:52Z
dc.date.available2025-05-26T12:56:52Z
dc.date.created2025-05-25
dc.description.abstractEl documento analiza cómo los modelos predictivos, como la inteligencia artificial, se aplican en blockchain para predecir precios, detectar fraudes y mejorar la eficiencia. A pesar de desafíos como la escalabilidad y la privacidad, esta combinación promete sistemas más seguros e inteligentes.spa
dc.description.abstractenglishThe document explores how predictive models like machine learning and AI are used in blockchain to forecast prices, detect fraud, and improve efficiency. Despite challenges like scalability and privacy, combining blockchain with AI opens the door to smarter, more secure systems.spa
dc.formatPDFspa
dc.identifier.urihttps://hdl.handle.net/10901/31193
dc.relation.referencesHongyue Kang, Xiaolin Chang, Jelena Mišić, Vojislav B. Mišić, Yingying Yao, Zhi Chen. Stochastic Modeling Approaches for Analyzing Blockchain. (2020). Disponible en: https://arxiv.org/abs/2009.05945​ Tsung-Ting Kuo, Lucila Ohno-Machado. ModelChain: Decentralized Privacy-Preserving Healthcare Predictive Modeling Framework on Private Blockchain Networks. (2018). Disponible en: https://arxiv.org/abs/1802.01746​ Zvezdin Besarabov, Todor Kolev. Predicting Digital Asset Market Based on Blockchain Activity Data. (2018). Disponible en: https://arxiv.org/abs/1810.06696​ Jacques Fleischer, Gregor von Laszewski, Carlos Theran, Yohn Jairo Parra Bautista. Time Series Analysis of Blockchain-Based Cryptocurrency Price Changes. (2022). Disponible en: https://arxiv.org/abs/2202.13874spa
dc.rights.accessrightsinfo:eu-repo/semantics/openAccessspa
dc.subjectBlockchain Modelos predictivos Inteligencia artificial (IA) Machine learning (aprendizaje automático) Redes neuronales ARIMA GANs Criptomonedas Predicción de precios Detección de fraudesspa
dc.subject.subjectenglishBlockchain Predictive models Artificial Intelligence (AI) Machine Learning Neural Networks ARIMA (Autoregressive Integrated Moving Average) GANs (Generative Adversarial Networks) Cryptocurrencies Price prediction Fraud detectionspa
dc.titleModelos de Predicción en Blockchainspa
dc.title.alternativePonenciaspa
dc.type.driverinfo:eu-repo/semantics/bachelorThesisspa
dc.type.localTesis de Pregradospa

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