EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big Data

EVCA Classifier: A MCMC-Based Classifier for Analyzing High-Dimensional Big Data

In this work, we introduce an innovative Markov Chain Monte Carlo (MCMC) classifier, a synergistic combination of Bayesian machine learning and Apache Spark, highlighting the novel use of this methodology in the spectrum of big data management and environmental analysis. By employing a large dataset...

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Bibliographic Details
Main Authors: Eleni Vlachou, Christos Karras, Aristeidis Karras, Dimitrios Tsolis, Spyros Sioutas
Format: Article
Language:English
Published: MDPI AG 2023-08-01
Series:Information
Subjects:
stochastic data engineering
Markov Chain Monte Carlo
big data management
Apache Spark
Bayesian inference
Bayesian ML
Online Access:https://www.mdpi.com/2078-2489/14/8/451

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