IRMA-International.org: Creator of Knowledge
Information Resources Management Association
Advancing the Concepts & Practices of Information Resources Management in Modern Organizations

Complex Biological Data Mining and Knowledge Discovery

Complex Biological Data Mining and Knowledge Discovery
View Sample PDF
Author(s): Fatima Kabli (Dr. Tahar Moulay University of Saida, Algeria)
Copyright: 2018
Pages: 18
Source title: Handbook of Research on Biomimicry in Information Retrieval and Knowledge Management
Source Author(s)/Editor(s): Reda Mohamed Hamou (Dr. Tahar Moulay University of Saida, Algeria)
DOI: 10.4018/978-1-5225-3004-6.ch016

Purchase

View Complex Biological Data Mining and Knowledge Discovery on the publisher's website for pricing and purchasing information.

Abstract

The mass of data available on the Internet is rapidly increasing; the complexity of this data is discussed at the level of the multiplicity of information sources, formats, modals, and versions. Facing the complexity of biological data, such as the DNA sequences, protein sequences, and protein structures, the biologist cannot simply use the traditional techniques to analyze this type of data. The knowledge extraction process with data mining methods for the analysis and processing of biological complex data is considered a real scientific challenge in the search for systematically potential relationships without prior knowledge of the nature of these relationships. In this chapter, the authors discuss the Knowledge Discovery in Databases process (KDD) from the Biological Data. They specifically present a state of the art of the best known and most effective methods of data mining for analysis of the biological data and problems of bioinformatics related to data mining.

Related Content

Tlou Maggie Masenya, Collence Takaingenhamo Chisita. © 2022. 21 pages.
Mmaphuti Carron Teffo, Ignitia Motjolopane, Tlou Maggie Masenya. © 2022. 18 pages.
Neha Lata, Valentine Joseph Owan. © 2022. 17 pages.
Rexwhite Tega Enakrire, Joseph Kehinde Fasae. © 2022. 13 pages.
Madireng Monyela. © 2022. 18 pages.
Valentine Joseph Owan, Daniel Clement Agurokpon. © 2022. 16 pages.
Nkholedzeni Sidney Netshakhuma. © 2022. 18 pages.
Body Bottom