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Analyzing Performance of Data Preprocessing Techniques on CPUs vs. GPUs with and Without the MapReduce Environment

Furkejuvvon:
Publikašuvnnas:Electronics vol. 14, no. 18 (2025), p. 3597-3623
Váldodahkki: Bagui, Sikha S
Eará dahkkit: Eller, Colin, Armour Rianna, Singh, Shivani, Bagui, Subhash C, Mink Dustin
Almmustuhtton:
MDPI AG
Fáttát:
Big Data
Machine learning
Datasets
Accuracy
Preprocessing
Security
Principal components analysis
Support vector machines
Classification
Cybersecurity
Discriminant analysis
Algorithms
Performance evaluation
Internet of Things
Liŋkkat:Citation/Abstract
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