Visual interactive subgroup discovery with numerical properties of interest

• Type: Article in International Scientific Journal
• Date: 2006

Authors

Alipio M Jorge (Author) FEP; Fernando Pereira (Author) Other; Paulo J Azevedo (Author) Other

Journal

Title: Lecture Notes in Computer Science

Vol. 47

Pages: 301-305

ISSN: 0302-9743

Publisher: Springer Nature

Indexing

ISI Web of Knowledge - 8 Citations

Scopus - 10 Citations

Scientific classification

FOS: Natural sciences > Computer and information sciences

Other information

Authenticus ID: P-004-PHA

DOI: 10.1007/11893318_31

Abstract (EN): We propose an approach to subgroup discovery using distribution rules (a kind of association rules with a probability distribution on the consequent) for numerical properties of interest. The objective interest of the subgroups is measured through statistical goodness of fit tests. Their subjective interest can be assessed by the data analyst through a visual interactive subgroup browsing procedure.

Language: English

Type (Professor's evaluation): Scientific

No. of pages: 5