Title :
A Conceptual Matrix Model for Biological Data Processing
Author :
Hou, Jingyu ; Zhou, Wanlei
Author_Institution :
Deakin Univ., Burwood
Abstract :
This paper proposes a conceptual matrix model with algorithms for biological data processing. The required elements for constructing a matrix model are discussed. The representative matrix-based methods and algorithms which have potentials in biological data processing are presented / proposed. Some application cases of the model in biological data processing are studied, which show the applicability of this model in various kinds of biological data processing. This conceptual model established a framework within which biological data processing and mining could be conducted. The model is also heuristic to other applications.
Keywords :
biology computing; data mining; matrix algebra; biological data processing; conceptual matrix model; data mining; Australia; Biological system modeling; DNA; Data engineering; Data mining; Data processing; Ecosystems; Information technology; Matrix decomposition; Road transportation;
Conference_Titel :
Digital EcoSystems and Technologies Conference, 2007. DEST '07. Inaugural IEEE-IES
Conference_Location :
Cairns
Print_ISBN :
1-4244-0470-3
Electronic_ISBN :
1-4244-0470-3
DOI :
10.1109/DEST.2007.372038