2022
RASCL: a randomised approach to subspace clusters.
Int. J. Data Sci. Anal., 2022

2019
Interactive evaluation of recommender systems with SNIPER: an episode mining approach.
Proceedings of the 13th ACM Conference on Recommender Systems, 2019

A Sampling-Based Approach for Discovering Subspace Clusters.
Proceedings of the Discovery Science - 22nd International Conference, 2019

SubSect - An Interactive Itemset Visualization.
Proceedings of the 31st Benelux Conference on Artificial Intelligence (BNAIC 2019) and the 28th Belgian Dutch Conference on Machine Learning (Benelearn 2019), 2019

2014
Pattern mining made easy
PhD thesis, 2014

Instant Exceptional Model Mining Using Weighted Controlled Pattern Sampling.
Proceedings of the Advances in Intelligent Data Analysis XIII, 2014

Providing Concise Database Covers Instantly by Recursive Tile Sampling.
Proceedings of the Discovery Science - 17th International Conference, 2014

2013
Randomly sampling maximal itemsets.
Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

Frequent Itemset Mining for Big Data.
Proceedings of the 2013 IEEE International Conference on Big Data (IEEE BigData 2013), 2013

2012
Linear space direct pattern sampling using coupling from the past.
Proceedings of the 18th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2012

2011
MIME: a framework for interactive visual pattern mining.
Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011