Browsing by Subject "Chi-square tests"

Now showing items 1-3 of 3

Conference Object

AKAMAS: Mining association rules using a new algorithm for the assessment of the risk of coronary heart events

Karaolis, Minas A.; Moutiris, Joseph Antoniou; Papaconstantinou, L.; Pattichis, Constantinos S. (2009)

Many algorithms have been developed for rule mining in large transaction databases. Discovery of some important association rules is a main database mining problem. The objective of this study was to develop a new data ...
Conference Object

Clustering subjects in genetic studies with self organizing maps

Aristodimou, Aristos; Antoniades, Athos; Pattichis, Constantinos S. (2012)

Several machine learning techniques have been applied for finding multi-loci associations among Single Nucleotide Polymorphisms (SNPs) and a disease. In this paper it is investigated whether Self Organizing Maps (SOMs) can ...
Conference Object

A computationally fast measure of epistasis for 2 SNPs and a categorical phenotype

Antoniades, Athos; Matthews, P. M.; Pattichis, Constantinos S.; Galwey, N. W. (2010)

Complex diseases may be caused by interactions or combined effects between multiple genetic and environmental factors. One of the main limitations of testing for interaction between genetic loci in large whole genome studies ...