The Anomaly Detection Algorithm Based on Random Matrix Theory and Machine Learning

This study focuses on anomaly detection algorithms. Aiming at the limitations of traditional methods in complex data processing, an innovative algorithm that integrates random matrix theory and machine learning is proposed. First, different types of data, such as numerical values, texts, and images,...

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Bibliographic Details

Published in:	International journal of advanced computer science & applications Vol. 16; no. 6
Main Author:	Lu, Yongming
Format:	Journal Article
Language:	English
Published:	West Yorkshire Science and Information (SAI) Organization Limited 2025
Subjects:	Accuracy Algorithms Anomalies Classification Computer science Data processing Datasets Decomposition Machine learning Matrix theory Methods Recall Support vector machines
ISSN:	2158-107X, 2156-5570
Online Access:	Get full text
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