Intelligent data analysis from Bioinformatics data

Research Activity:
The activities developed within the research area are carried out with the use of artificial intelligence techniques and machine learning for the interpretation of data on biological systems. The inherent complexity of such systems and the lack of a theory that explains the mechanisms of organization at the molecular level render the algorithms conventionally used for the interpretation of data less appropriate. The approach based on machine learning is appropriate for the analysis of domains characterized by a considerable amount of data, for patterns affected by noise and in situations where the complexity of the systems do not easily allow the definition of theoretical models. Furthermore, for the modelling and simulation of the domain of interest and the behaviour of biological systems, artificial intelligence techniques are used (ontologies, expert systems, multi-agent systems).

Full title:
Intelligent data analysis from Bioinformatics data

Project:
INT.P02 / Bioinformatics

Research Area code:
INT.P02.007 / Intelligent data analysis for Bioinformatics

Research Units:

Intelligent data analysis for Bioinformatics

Institute responsible for the Research Area:
Calculating institute and high-performance networks (ICAR)

Institute repsonisble for the Reserch Unit:

Activity start date:
2007

Forseen end date of activity :
2009

Status:
Proposal for continuation

SIGLA code:
3721

Surname:
Urso