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

Jaber, Khalid Mohammad; Jaber, Khalid Mohammad

ISBN 10: 3659254762 / ISBN 13: 9783659254765

Verlag: Lap Lambert Academic Publishing, 2012

Beschreibung

196 pages. 8.66x5.91x0.45 inches. In Stock.

Bestandsnummer des Verkäufers 3659254762

Bibliografische Details

• Titel: 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
• Verlag: Lap Lambert Academic Publishing
• Erscheinungsjahr: 2012
• Sprache: Englisch
• ISBN-10: 3659254762
• ISBN-13: 9783659254765
• Einband: Paperback
• Zustand: Brand New

Über diesen Titel

Inhaltsangabe

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).

Über die Autorin bzw. den Autor

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.