Time series prediction using principal feature analysis

2008 3rd IEEE Conference on Industrial Electronics and Applications, ICIEA 2008

Volumn , Issue , 2008, Pages 292-297

  Tan, Hui Ling ^a   Chaudhari, Narendra S ^a   Zhou, Junhong ^b  

^a NANYANG TECHNOLOGICAL UNIVERSITY   (Singapore)

^b SINGAPORE INSTITUTE OF MANUFACTURING TECHNOLOGY   (Singapore)

Author keywords

[No Author keywords available]

Indexed keywords

ELECTRONICS INDUSTRY; FORECASTING; INDUSTRIAL ELECTRONICS; MEAN SQUARE ERROR; PRINCIPAL COMPONENT ANALYSIS; STRAIN ENERGY;

DATA SETS; FEATURE ANALYSIS; FEATURE SUBSET SELECTION; K-MEANS; MEAN SQUARE ERROR CRITERION; PRINCIPAL COMPONENTS; TIME-SERIES DATA; TIME-SERIES PREDICTION; TOOL WEARS;

TIME SERIES ANALYSIS;

EID: 51949094362     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ICIEA.2008.4582527     Document Type: Conference Paper

References (9)

1. Ira Cohen, Qi Tian, Xiang Sean Zhou, and Thomas S. Huang, "Feature Selection Using Principal Feature Analysis". Proceedings of the fifteenth International Conference on Information Processing: ICIP '02, 2002. (Also available online on: http://citeseer.ist.psu.edu/cache/papers/cs/22564/http: zSzzSzwww.ifp.uiuc.eduzSz~qitianzSze_paperzSznips01zSznips01.pdf/cohen02feature. pdf)
2. Jolliffe, I. T. Principal Component Analysis. Springer-Verlag, New-York, 1986.
3. Yutaka Araki, Daisaku Arita, Rin-ichiro Taniguch, "Motion motif extraction from high-dimensional motion information" Proceedings of The Twelfth Korea-Japan Joint Workshop on Frontiers of Computer Vision, FCV2006 Tokushima, Japan, pp. 92-98 (February 2-3, 2006). (Also available online on: https://qir.kyushu-u.ac.jp/dspace/bitstream/2324/5864/1/ArakiFCV06. pdf )
4. Vance Faber, "Clustering and the Continuous k-Means Algorithm" Los Alamos Science no. 22 pp. 138-144,. (1994). (also available online: http://www.fas.org/sgp/othergov/doe/lanl/pubs/00412967.pdf )
5. http://www.csiberkeley.com/Tech_Info/d.pdf
6. http://www.mathworks.com/products/matlab/description1.html
7. http://www.mathworks.com/access/helpdesk/help/toolbox/stats/index.html?/ access/helpdesk/help/toolbox/stats/kmeans.html&http://www.mathworks.com/ cgibin/texis/webinator/search/?db=MSS&prox=page&rorder=750&rprox =750&rdfreq=500&rwfreq=500&rlead=250&sufs=0&order= r&is_summary_on=1&ResultCount=10&query=kmeans
8. Yijuan Lu, Ira Cohen, Xiang Sean Zhou, Qi Tian, Thomas S. Huang, "Feature Selection Using Principal Feature Analysis". Proceedings of the fifteenth International Conference on Multimedia: MULTIMEDIA '07, Augsburg, Germany , ACM, N.Y. USA, pp. 301-304 (Sept. 25-29, 2007).
9. Lindsay I Smith, "A tutorial on Principal Component Analysis" [Online]. Available: http://csnet.otago.ac.nz/cosc453/student_tutorials/ principal_components.pdf