A tutorial on statistically sound pattern discovery

New upper bounds for tight and fast approximation of Fisher’s exact test in dependency rule mining

(2016) Wilhelmiina Hämäläinen   COMPUTATIONAL STATISTICS & DATA ANALYSIS

Multiple hypothesis testing in genomics

(2014) Jelle J. Goeman et al.   STATISTICS IN MEDICINE

Statistical significance of combinatorial regulations

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

On permutation procedures for strong control in multiple testing with gene expression data

(2013) Grzegorz A. Rempala et al.   Statistics and Its Interface

Asymptotic optimality of the Westfall–Young permutation procedure for multiple testing under dependence

(2012) Nicolai Meinshausen et al.   ANNALS OF STATISTICS

Multiple Testing for Exploratory Research

(2012) Jelle J. Goeman et al.   STATISTICAL SCIENCE

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

(2011) Wilhelmiina Hämäläinen   KNOWLEDGE AND INFORMATION SYSTEMS

Filtered-top-k association discovery

(2011) Geoffrey I. Webb   Wiley Interdisciplinary Reviews-Data Mining and Knowledge Discovery

Human Activity Recognition and Pattern Discovery

(2010) Eunju Kim et al.   IEEE PERVASIVE COMPUTING

An overview on subgroup discovery: foundations and applications

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

Redundancy, Deduction Schemes, and Minimum-Size Bases for Association Rules

(2010) José Balcázar   Logical Methods in Computer Science

Independent filtering increases detection power for high-throughput experiments

(2010) R. Bourgon et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Genome-Wide Significance Levels and Weighted Hypothesis Testing

(2010) Kathryn Roeder et al.   STATISTICAL SCIENCE

StatApriori: an efficient algorithm for searching statistically significant association rules

(2009) Wilhelmiina Hämäläinen   KNOWLEDGE AND INFORMATION SYSTEMS

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

(2008) Geoffrey I. Webb   MACHINE LEARNING