IEEE

Research on Prediction Model Based on Hybrid Algorithm of PSO-SVM Kernel Function

Abstract: To solve the problem of low prediction accuracy of SVM algorithm, this paper proposes a prediction model research method based on PSO-SVM kernel function hybrid algorithm, designs global and ...
Frontiers

Screening key genes for intracranial aneurysm rupture using LASSO regression and the SVM ...

Although an intracranial aneurysm (IA) is widespread and fatal, few drugs can be used to prevent its rupture. This study explored the molecular mechanism and potential targets of IA rupture through ...
Scientific Research Publishing

Research on Vehicle Tracking Method Based on YOLOv8 and Adaptive Kalman Filtering ...

1 School of Computer Science, Sichuan University Jinjiang College, Meishan, China. 2 School of Automotive and Transportation, Xihua University, Yibin, China. Vehicle tracking plays a crucial role in ...
Frontiers

Research on the Rotor Fault Diagnosis Method Based on QPSO-VMD-PCA-SVM

The rotor system is a core part of rotating machinery equipment. Its safe and reliable operation directly affects the economic benefit of using the equipment and the personal safety of users. To fully ...
C&EN

Autonomous Fault Diagnosis and Root Cause Analysis for the Processing System Using One ...

Centre for Risk, Integrity, and Safety Engineering (C-RISE), Faculty of Engineering and Applied Science, Memorial University of Newfoundland, St. John’s NLA1B 3X5, Canada ...
IEEE

A novel SVM algorithm for multilevel three-phase converters

Abstract: Space vector modulation (SVM) is widely used in three-phase converters. The goal of an SVM algorithm is to find the appropriate switching combinations and their duty ratios according to ...