Application of continuous wavelet features and multi-class sphere SVM to chatter prediction

Advanced Materials Research

Volumn 188, Issue , 2011, Pages 675-680

  Shi, Wu ^a   Jia, D K ^b   Liu, X L ^b   Yan, F G ^b   Li, Y F ^b  

^a HARBIN UNIVERSITY OF SCIENCE AND TECHNOLOGY   (China)

^b NONE

Author keywords

Chatter prediction; Continuous wavelet; Multi class SVM; Spherical SVM

Indexed keywords

BINARY CLASSIFICATION; CHATTER PREDICTION; CONTINUOUS WAVELET; CONTINUOUS WAVELET TRANSFORM; CUTTING CHATTER; CUTTING VIBRATION; DECISION-MAKING FUNCTION; FEATURE SPACE; FORECAST ACCURACY; FORECAST METHOD; MILLING CHATTER; MULTI-CLASS; MULTI-CLASS CLASSIFICATION; MULTICLASS SVM; RECOGNITION SYSTEMS; SPHERICAL SUPPORT; SPHERICAL SVM; TEST SAMPLES;

COMPUTATIONAL COMPLEXITY; DECISION MAKING; FEATURE EXTRACTION; FORECASTING; MILLING (MACHINING); SPHERES; WAVELET TRANSFORMS;

SUPPORT VECTOR MACHINES;

EID: 79955744324     PISSN: 10226680     EISSN: None     Source Type: Book Series    
DOI: 10.4028/www.scientific.net/AMR.188.675     Document Type: Conference Paper

References (7)

1. Fei. R. Y, Wang. M: China Mechanical Engineering, 2001, Vol.12(9): pp.1075-1079.
2. Ding Q. Q, Feng. C.G: Journal of Vibration Engineering, 2003, Vol.16(1): pp.41-45.
3. Kang J, et al: Proceedings of IEEE ICAL 07, Jinan China, Aug. 2007.
4. Kang J, et al: Proceedings of IEEE ICIC 07, Qingdao China, Aug. 2007.
5. Scholkopf B, Smola A J: Williamson, R C, et al. Neural Computation, 2000, Vol.12(5): pp.1207-1245.
6. Wu Shi: Journal of the Belarusian State University, 2009, (1): pp.54-57.
7. Shawe-Taylor. J, Cristianini. N: Translated and Corrected by Zhao lingling etc. The nuclear method mode analysis. Beijing: China Machine Press, 2006.