Protein Superfamily Classification Using Fuzzy Rule-Based Classifier

In this paper, we have proposed a fuzzy rule-based classifier for assigning amino acid sequences into different superfamilies of proteins. While the most popular methods for protein classification rely on sequence alignment, our approach is alignment-free and so more human readable. It accounts for...

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Veröffentlicht in:	IEEE transactions on nanobioscience 2009-03, Vol.8 (1), p.92-99
Hauptverfasser:	Mansoori, E.G., Zolghadri, M.J., Katebi, S.D.
Format:	Magazinearticle
Sprache:	eng
Schlagworte:	Algorithms Amino Acid Sequence Amino acids Bioinformatics Biological information theory Classification Data mining Drugs Feature extraction Fuzzy Logic fuzzy rule-based classifier Fuzzy sets genetic algorithm Genetic algorithms Humans Molecular Sequence Data Pattern Recognition, Automated - methods Protein engineering protein superfamily classification Proteins - chemistry Sequence Alignment - methods Sequence Analysis, Protein - methods Sequence Homology, Amino Acid Sequences Studies
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