Title :
A Semantic Approach for Mining Biological XML Databases
Author :
Srinivasa, K.G. ; Jagirdar, Sweta ; Venugopal, K.R. ; Patnaik, L.M.
Author_Institution :
Data Min. Lab., MS Ramaiah Inst. of Technol., Bangalore
Abstract :
Homology-related querying on Bio-XML databases pose several problems, as most available exhaustive mining techniques do not incorporate the semantic relationships inherent to these data collections. This paper identifies an index-based approach to mining such data and explores the improvement achieved in the quality of query results by the application of genetic algorithms
Keywords :
XML; biology computing; data mining; query processing; biological XML database mining; exhaustive mining; genetic algorithm; homology-related querying; index-based approach; semantic approach; Abstracts; Data mining; Databases; Genetic algorithms; Laboratories; Large scale integration; Organisms; Proteins; Sequences; XML;
Conference_Titel :
Computational Intelligence and Security, 2006 International Conference on
Conference_Location :
Guangzhou
Print_ISBN :
1-4244-0605-6
Electronic_ISBN :
1-4244-0605-6
DOI :
10.1109/ICCIAS.2006.294243
