Blind Source Separation Approach for Audio Signals based on Support Vector Machine Classification

2017 ◽  
Author(s):  
H. Abouzid ◽  
O. Chakkor
Keyword(s):  
Support Vector Machine ◽  
Blind Source Separation ◽  
Source Separation ◽  
Support Vector ◽  
Audio Signals ◽  
Support Vector Machine Classification

Intelligent Fault Diagnosis of Gear Box Based on BSS and SVM

2013 ◽  
Vol 818 ◽  
pp. 218-223 ◽  
Author(s):  
Wei Jin Ma ◽  
Rui Xiang Yu ◽  
Jun Yuan Wang ◽  
Xiao Fei Wan
Keyword(s):  
Support Vector Machine ◽  
Fault Diagnosis ◽  
Blind Source Separation ◽  
Source Separation ◽  
Vibration Signal ◽  
Support Vector ◽  
Intelligent Fault Diagnosis ◽  
Basic Model ◽  
The Common ◽  
Gear Box

The vibration signal of gear box shows the information of its running state. The thesis explains the basic model and its algorithm of blind source separation, simulates the common fault of gear box in the condition of laboratory, disposing the fault signals of gear box by blind source separation and intelligently identifying the faulty condition of gear box by the method of support vector machine (SVM) after extracting eigenvector, which achieves success.

scholarly journals A Support Vector Machine Classification Model for Benzo[c]phenathridine Analogues with Topoisomerase-I Inhibitory Activity

Molecules ◽  
2012 ◽  
Vol 17 (4) ◽  
pp. 4560-4582 ◽  
Author(s):  
Khac-Minh Thai ◽  
Thuy-Quyen Nguyen ◽  
Trieu-Du Ngo ◽  
Thanh-Dao Tran ◽  
Thi-Ngoc-Phuong Huynh
Keyword(s):  
Support Vector Machine ◽  
Inhibitory Activity ◽  
Topoisomerase I ◽  
Classification Model ◽  
Support Vector ◽  
Support Vector Machine Classification
Sign in / Sign up

Export Citation Format

Share Document