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Abstract: This report investigates the possibility of using signal processing techniques in the analysis of biological sequences: DNA, RNA and proteins. The starting point in the investigation was the Resonant Recognition Model (RRM) and the method proposed here builds on the foundations set by RRM. However, some fundamental modifications to RRM had to be made in order to make it suitable for the analysis of a greater variety of sequences. The concepts were tested on the problem of promoter recognition.... (Update)
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BibTeX entry: (Update)
@misc{ bajic-digital,
author = "Ivan V. Bajic",
title = "Digital Signal Processing Techniques in the Analysis of {DNA/RNA} and Protein
Sequences",
url = "citeseer.ist.psu.edu/531402.html" }
Citations (may not include all citations):1056 Introduction to the Theory of Neural Computation (context) - Hertz, Krogh et al. - 1991
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26 Principal Component Analysis (context) - Jollife - 1986
21 Eukaryotic Promoter Recognition - Fickett, Hatzigeorgiou - 1997
17 Introduction to Signal Processing (context) - Orfanidis - 1996
5 BenjaminCumming Publishing Company (context) - The, Publishing - 1996
3 Application of the Resonant Recognition Model to a set of hu.. (context) - Baji, Baji et al. - 1998
2 The Resonant Recognition Model of Macromolecular Bioactivity.. (context) - Cosi - 1997
2 Gene Structure and Transcription (context) - Beebee, Burke - 1998
2 Is It Possible to Analyze DNA and Protein Sequences by the M.. (context) - Veljkovi, Cosi et al. - 1985
2 Macromolecular Bioactivity: Is It Resonant Interaction Betwe.. (context) - Cosi - 1994
1 Some Problems in Application of Information Spectrum Method .. (context) - Baji, Baji - 1998
1 Protein Design by Methods of Digital Signal Processing (context) - Cosi - 1988
1 In vitro inhibition of the actions of basic FGF by a novel 1.. (context) - Cosi, Drummond et al. - 1994
1 Private communication (context) - Hide, Baji et al. - 1998
1 Simple General-Model Pseudopotential (context) - Veljkovi, Slavi - 1972
1 Discrimination and Classi (context) - Hand - 1981
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