Clustering Techniques for Protein Fragments Analysis

Kód výsledku v IS VaVaI

<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216305%3A26230%2F10%3APU91983" target="_blank" >RIV/00216305:26230/10:PU91983 - isvavai.cz</a>

Nalezeny alternativní kódy

RIV/00216224:14330/10:00047712

Výsledek na webu

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DOI - Digital Object Identifier

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Jazyk výsledku

angličtina

Název v původním jazyce

Clustering Techniques for Protein Fragments Analysis

Popis výsledku v původním jazyce

This book presents a novel method for clustering of protein substructures that we developed in order to study the relationships between protein sequences and their structure. We show some properties of this method and the experimental results obtained byanalyzing real data from PDB (Protein Data Bank). Furthermore, we present the results of the comparison of our method and the most commonly used methods for clustering of protein structures. The main advantage of our method is its high efficiency and scalability, which are key factors for analyzing large data sets. Finally, we propose a procedure for finding sequence profiles that tend to occur in more than one structural conformation but the number of their structural conformations is limited. This procedure is based on our method for protein substructure clustering.

Název v anglickém jazyce

Clustering Techniques for Protein Fragments Analysis

Popis výsledku anglicky

This book presents a novel method for clustering of protein substructures that we developed in order to study the relationships between protein sequences and their structure. We show some properties of this method and the experimental results obtained byanalyzing real data from PDB (Protein Data Bank). Furthermore, we present the results of the comparison of our method and the most commonly used methods for clustering of protein structures. The main advantage of our method is its high efficiency and scalability, which are key factors for analyzing large data sets. Finally, we propose a procedure for finding sequence profiles that tend to occur in more than one structural conformation but the number of their structural conformations is limited. This procedure is based on our method for protein substructure clustering.

Druh

B - Odborná kniha

CEP obor

IN - Informatika

OECD FORD obor

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Projekt

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Návaznosti

Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach

Rok uplatnění

2010

Kód důvěrnosti údajů

S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

ISBN

978-80-214-4207-8

Počet stran knihy

102

Název nakladatele

Faculty of Information Technology BUT

Místo vydání

Brno

Kód UT WoS knihy

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