Partitional clustering of protein sequences - An inductive logic programming approach

• Type: Article in International Conference Proceedings Book
• Date: 2009

Authors

Nuno A. Fonseca (Author) Other; Vítor S. Costa (Author) FCUP; Rui Camacho (Author) FEUP; Cristina Vieira (Author) Other; Jorge Vieira (Author) FEUP

Conference proceedings International

Title: DISTRIBUTED COMPUTING, ARTIFICIAL INTELLIGENCE, BIOINFORMATICS, SOFT COMPUTING, AND AMBIENT ASSISTED LIVING, PT II, PROCEEDINGS

Pages: 1001-1004

10th International Work-Conference on Artificial Neural Networks (IWANN 2009)

Salamanca, SPAIN, JUN 10-12, 2009

Indexing

ISI Web of Knowledge - 1 Citation

Scopus - 0 Citations

INSPEC

Scientific classification

CORDIS: Natural sciences > Biological sciences ; Physical sciences > Computer science

FOS: Natural sciences > Computer and information sciences

Other information

Authenticus ID: P-003-PPK

DOI: 10.1007/978-3-642-02481-8_152

Abstract (EN): We present a novel approach to cluster sets of protein sequences, based on Inductive Logic Programming (ILP). Preliminary results show that; the method proposed Produces understand able descriptions/explanations of the clusters. Furthermore, it can be used as a knowledge elicitation tool to explain clusters proposed by other clustering approaches, such as standard phylogenetic programs.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 4