Efficient mining of the most significant patterns with permutation testing

A tutorial on statistically sound pattern discovery

(2018) Wilhelmiina Hämäläinen et al.   DATA MINING AND KNOWLEDGE DISCOVERY

Subgroup discovery

(2015) Martin Atzmueller   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Discovering statistically non-redundant subgroups

(2014) Jiuyong Li et al.   KNOWLEDGE-BASED SYSTEMS

Statistical significance of combinatorial regulations

(2013) A. Terada et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Kingfisher: an efficient algorithm for searching for both positive and negative dependency rules with statistical significance measures

(2011) Wilhelmiina Hämäläinen   KNOWLEDGE AND INFORMATION SYSTEMS

An overview on subgroup discovery: foundations and applications

(2010) Franciso Herrera et al.   KNOWLEDGE AND INFORMATION SYSTEMS

Layered critical values: a powerful direct-adjustment approach to discovering significant patterns

(2008) Geoffrey I. Webb   MACHINE LEARNING