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Issue No.05 - September/October (2008 vol.10)
pp: 64-69
Elena Villalón , Harvard University
ABSTRACT
The author used the Java Multimedia Framework along with statistical software from the Colt project to preprocess and compare videos downloaded from Internet sites. Preprocessing the videos decreases each one's dimensionality and size, making it easier to analyze, interpret, and convey useful information about the data's most relevant attributes.
INDEX TERMS
Java, video analysis, statistical methods, and computation on matrices.
CITATION
Elena Villalón, "High-Dimensionality Data Reduction with Java", Computing in Science & Engineering, vol.10, no. 5, pp. 64-69, September/October 2008, doi:10.1109/MCSE.2008.134
REFERENCES
1. R.O. Duda, P.E. Hart., and D.G. Stork, Pattern Classification, John Wiley and Sons, 2004.
2. M. Pagana and K. Gauvreau, Principles of Biostatistics, Duxbury Press, 2000, p. 259.
3. M. Altman, "A Fingerprint Method for Verification of Scientific Data," Proc. Int'l Conf. Systems, Computing Sciences, and Software Eng., Springer Verlag, 2007; http://maltman.hmdc.harvard.edu/papersunfcisse_rev_16_forthcoming.pdf .
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