Read e-book online Advances in Data Mining: Applications in Medicine, Web PDF

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By Petra Perner

ISBN-10: 3540360360

ISBN-13: 9783540360360

This e-book constitutes the refereed complaints of the sixth commercial convention on information Mining, ICDM 2006, held in Leipzig, Germany in July 2006. offers forty five rigorously reviewed and revised complete papers geared up in topical sections on information mining in drugs, internet mining and logfile research, theoretical facets of information mining, facts mining in advertising and marketing, mining indications and pictures, and features of information mining, and purposes similar to intrusion detection, and extra.

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Extra info for Advances in Data Mining: Applications in Medicine, Web Mining, Marketing, Image and Signal Mining: 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 2006, Proceedings

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Speech Communication – Human and Machine. Reading, Massachusetts, Addison-Wesley, 1987. 24. G. : CLUSTALW: improving the sensitivity of progressive multiple sequence alignment through sequence weighting, position-specific gap penalties and weight matrix choice. Nucleic Acids Res. 22 (1994) 4673-4680. 25. 5c. Distributed by the Author, Department of Genetics, University of Washington, Seattle, WA, 1993. 26. : A simple method for estimating evolutionary rate of base substitutions through comparative studies of nucleotide sequences.

2 LPC Cepstral Coefficients If we can determine the linear prediction coefficients for a biological sequence sl , then we can also extract another feature as the cepstral coefficients, cm , which are directly derived from the LPC coefficients. The LPC cepstral coefficients can be determined by the following recursion [19]. D. Pham Spectral Distortion Measures Methods for measuring similarity or dissimilarity between two vectors or sequences is one of the most important algorithms in the field of pattern comparison and recognition.

XMn | n = 1, 2, . . , N 2 (4) Furthermore, a signal-to-noise ratio (SNR) of the consensus spectrum (the multiple cross-spectral function for a large group of sequences with the same biological function, which has been named consensus spectrum [13]), is found as a magnitude of the largest frequency component relative to the mean value of the spectrum. The peak frequency component in the consensus spectrum is considered to be significant if the value of the SNR is at least 20 [13]. Significant frequency component is the characteristic RRM frequency for the entire Similarity Searching in DNA Sequences by Spectral Distortion Measures 27 group of biological sequences, having the same biological function, since it is the strongest frequency component common to all of the biological sequences from that particular functional group.

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Advances in Data Mining: Applications in Medicine, Web Mining, Marketing, Image and Signal Mining: 6th Industrial Conference on Data Mining, ICDM 2006, Leipzig, Germany, July 2006, Proceedings by Petra Perner


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