Fast Decision Tree To Index Large DNA-Protein Sequence Datasets: Adapting and Enhancing the Searching Algorithm Based on Decision Tree Indexing for Large DNA-Protein Datasets - Couverture souple

Jaber, Khalid Mohammad

 
9783659254765: Fast Decision Tree To Index Large DNA-Protein Sequence Datasets: Adapting and Enhancing the Searching Algorithm Based on Decision Tree Indexing for Large DNA-Protein Datasets
Couverture souple
ISBN 10 : 3659254762 ISBN 13 : 9783659254765
Editeur : LAP LAMBERT Academic Publishing, 2012

Synopsis

The significant growth in biological data has motivated important research by computer scientists into creating fast and accurate algorithms for accessing the database at the fastest possible rates. Therefore, there still remains the need for an efficient indexing approach to speed up the searching time for large biological data, to help the biologists to retrieve the exiting information quickly, from any biological database. Furthermore, the trends in parallel programming models has also encouraged the computer researchers to improve the indexing approaches to cope with this exponential increase. This book adopted a Decision Tree method as an Indexing Model (DTIM), to allow for large databases to be processed. This method of indexing could effectively and rapidly retrieve all similar DNA-Proteins data from a large database for a given query. The decision tree indexing model (PDTIM) was then parallelized, using a hybrid of distributed and shared memory to accelerate the index building time. Finally, to improve the accuracy rate for decision tree algorithm, the decision tree was hybridized with a harmony search algorithm (HDT-HS).

Les informations fournies dans la section « Synopsis » peuvent faire référence à une autre édition de ce titre.

À propos de l?auteur

Khalid Mohammad Jaber received his BSc Degree in Computer Science from Isra University,Jordan in 2005 and Master Degree and PhD in Computer Science from Universiti Sains Malaysia, Malaysia in 2007 and 2011 respectively.He is currently a assistant professor at Faculty of Science and Information Technology, Al-Zaytoonah University of Jordan.

Les informations fournies dans la section « A propos du livre » peuvent faire référence à une autre édition de ce titre.

Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2012
Langue
anglais
ISBN 10 
3659254762
ISBN 13 
9783659254765
Reliure
Broché
Nombre de pages
196
Coordonnées du fabricant
non disponible
Personne responsable
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