Nano Science and Technology Institute
Nanotech 2006 Vol. 2
Nanotech 2006 Vol. 2
Technical Proceedings of the 2006 NSTI Nanotechnology Conference and Trade Show, Volume 2
Chapter 4: Computational Modeling in Life Sciences

Entropy-Enhanced Genome Analysis in Frequency Domain

Authors:S.E. Lyshevski
Affilation:Rochester Institute of Technology, US
Pages:325 - 328
Keywords:entropy, analysis, frequency domain
Abstract:In this paper, we report the application of an entropy-enhanced frequency-domain analysis concept to examine large-scale genomic data. This ensures superior coherency for qualitative and quantitative analysis. Different statistical methods are used in order to analyze large-scale data produced and attempt to perform data mining. These attempts have been partially successful due to sequences gaps, nonconding and low complexity regions, inaccuracy, etc. In contrast, we report a novel robust method that is based on frequency-domain analysis. The reported paradigm complements a number of far-reaching perceptions that new concepts will emerge to comprehend complex large-scale genomic data under uncertainties.
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