IEEE

Research on Multidimensional Data Processing and Prediction Based on ARIMA Model and Principal Component Analysis

Abstract: The focus of this study is the processing and analysis of race data, and employs algorithms such as ARIMA model and Principal Component Analysis (PCA) to construct a series of data analysis ...
Scientific Research Publishing

Cybersecurity and Forensic Audio Analysis: Deepfake Detection Based on Mfcc, Audio-Text Disconsistency, and Prosodic Features ()

1 Department of Computer and Instructional Technologies Education, Gazi Faculty of Education, Gazi University, Ankara, Türkiye. 2 Department of Forensic Informatics, Institute of Informatics, Gazi ...
IEEE

Detecting Anomalies in IoT Sensor Data with Robust Principal Component Analysis (RPCA)

Abstract: This work studies the use of RPCA in IoT sensor data for anomaly detection. However, due to the fact that IoT data is complex, high-dimensional, noisy, and frequently has a dynamic pattern, ...