By Petra Perner
This e-book constitutes the refereed lawsuits of the sixth commercial convention on info Mining, ICDM 2006, held in Leipzig, Germany in July 2006. offers forty five rigorously reviewed and revised complete papers equipped in topical sections on info mining in drugs, net mining and logfile research, theoretical facets of knowledge mining, information mining in advertising, mining signs and pictures, and elements of knowledge mining, and purposes corresponding to intrusion detection, and extra.
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Extra resources 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
In addition, based on the principles that spectral distortion measures are derived , their use is robust for handling signals subjected to noise and having signiﬁcantly diﬀerent lengths; and for extracting good features in order to enable the task of a pattern classiﬁer much more eﬀective. In this paper we are interested in the novel application of some spectral distortion measures to obtain solutions to diﬃcult problems in computational biology: i) studying the relationships between diﬀerent DNA sequences for biologcal inference, and ii) searching for similar library sequences stored in a database to a given query sequence.
H. : Evolution of protein molecules. N. ), Mammalian Protein Metabolism. Academic Press, NY, pp. 21-132, 1969. edu Abstract. This paper presents a data mining approach to estimate multispecies gene entropy by using a self-organizing map (SOM) to mine a homologous gene set. The gene distribution function for each gene in the feature space is approximated by its probability distribution in the feature space. The phylogenetic applications of the multispecies gene entropy are investigated in an example of inferring the species phylogeny of eight yeast species.
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. J. Mol. Evol. 16 (1980) 111120. 27. H. : Evolution of protein molecules. N. ), Mammalian Protein Metabolism. Academic Press, NY, pp. 21-132, 1969. edu Abstract. This paper presents a data mining approach to estimate multispecies gene entropy by using a self-organizing map (SOM) to mine a homologous gene set.
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