Naslov
Supporting Factors to Improve the Explanatory Potential of Contrast Set Mining: Analyzing Brain Ischaemia Data

Autori
Lavrač, Nada ; Kralj, Petra ; Gamberger, Dragan ; Krstačić, Antonija

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of MEDICON 2007 / Jarm, Tomaz ; Kramar Peter ; Zupanic, Anze - : Springer, 2007, 157-161

ISBN
978-3-540-73043-9

Skup
11th Mediterranean Conference on Medical and Biological Engineering and Computing

Mjesto i datum
Ljubljana, Slovenija, 26.06.2007. - 30.06.2007

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
exploratory induction; subgroup discovery; brain ischaemia

Sažetak
The goal of exploratory pattern mining is to find patterns that exhibit yet unknown relationships in data and to provide insightful representations of detected relationships. This paper explores contrast set mining and an approach to improving its explanatory potential by using the so called supporting factors that provide additional descriptions of the detected patterns. The proposed methodology is described in a medical data analysis problem of distinguishing between similar diseases in the analysis of patients suffering from brain ischaemia.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo

POVEZANOST RADA