Title :
Development and assessment of bioinformatics tools for species conservation and habitat management
Author :
Sutton, Melanie A. ; Deneke, Lori ; Eme, John ; Bennett, Wayne ; Wray, Frank
Author_Institution :
Dept. of Biol., Univ. of West Florida, Pensacola, FL, USA
Abstract :
This project represents an interdisciplinary approach to integrating computational methods into the knowledge-discovery process associated with understanding biological systems impacted by the loss or destruction of sensitive habitats. We specifically developed bioinformatics tools for the study of (1) beach mouse communities and (2) marginal fish habitats. Data mining was used in these projects to intelligently query databases and to elucidate broad patterns that facilitate overall data interpretation. Visualization techniques that were developed present mined data in ways where context, perceptual cues, and spatial reasoning skills can be applied to uncover significant trends in behavioral patterns, habitat use, species diversity, and community composition.
Keywords :
biology computing; data mining; query languages; query processing; spatial reasoning; visual databases; beach mouse communities; bioinformatics tools; biological systems; broad patterns; community composition; context skills; data interpretation; data mining; habitat management; integrating computational methods; knowledge-discovery process; marginal fish habitats; perceptual cues; query databases; sensitive habitats; spatial reasoning skills; species conservation; species diversity; visualization technique; Bioinformatics; Biological systems; Biology computing; Computational intelligence; Data mining; Deductive databases; Marine animals; Mice; Spatial databases; Visual databases;
Conference_Titel :
Bioinformatics Conference, 2003. CSB 2003. Proceedings of the 2003 IEEE
Print_ISBN :
0-7695-2000-6
DOI :
10.1109/CSB.2003.1227435