Title :
Accelerating the drug design process through parallel inductive logic programming data mining
Author :
Graham, James ; Page, C. David ; Kamal, Ahmed
Author_Institution :
Louisville Univ., KY, USA
Abstract :
This paper presents a new system for parallel inductive logic search for pharmacophores which can potentially accelerate the chemical evaluation phase of the drug design process. This system has been tested on a Beowulf cluster and an IBM SP2 supercomputer with promising results.
Keywords :
biochemistry; biology computing; data mining; drugs; inductive logic programming; molecular biophysics; parallel programming; Beowulf cluster; IBM SP2 supercomputer; chemical evaluation phase; data mining; drug design process; parallel inductive logic programming; pharmacophores; Acceleration; Chemical compounds; Data mining; Drugs; Libraries; Logic programming; Machine learning; Process design; Supercomputers; System testing;
Conference_Titel :
Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE
Print_ISBN :
0-7695-2000-6
DOI :
10.1109/CSB.2003.1227345
