Sandy Moens

Member of the Research Group
Advanced Database Research and Modelling (ADReM)
University of Antwerp (UA)
Department of Mathematics and Computer Science
Campus Middelheim (CMI), Building G, Office G3.23

Middelheimlaan 1
B-2020 Antwerpen
Belgium

E-mail: sandy.moens@uantwerpen.be

Publications

2014
PDFBibTex
Interactive and Manual Construction of Classification Trees.
Stephen Pauwel, Sandy Moens, and Bart Goethals.
In Proceedings of the 23rd Belgian-Dutch Conference on Machine Learning (BENELEARN 2014), 2014.
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Providing Concise Database Covers using Recursive Tile Sampling.
Sandy Moens, Mario Boley, and Bart Goethals.
In Proceedings Discovery Science 2014, pages 216-227, 2014 Springer.
PDFBibTex
Instant Exceptional Model Mining using Weighted Controlled Pattern Sampling.
Sandy Moens, and Mario Boley.
In Advances in Intelligent Data Analysis 2014, pages 203-214, 2014 Springer.
2013
PDFBibTex
Frequent Itemset Mining for Big Data.
Sandy Moens, Emin Aksehirli, and Bart Goethals.
In SML: BigData 2013 Workshop on Scalable Machine Learning, 2013 IEEE.
PDFBibTex
Randomly Sampling Maximal Itemsets.
Sandy Moens, and Bart Goethals.
In IDEA: KDD 2013 Workshop on Interactive Data Exploration and Analytics in Proc ACM SIGKDD, 2013.
2012
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Linear Space Direct Pattern Sampling using Coupling From The Past.
Mario Boley, Sandy Moens, and Thomas Gärtner.
In Proceedings of the 18th ACM SIGKDD international conference on Knowledge discovery and data mining, pages 69–77, 2012 ACM.
2011
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MIME: A Framework for Interactive Visual Pattern Mining.
Bart Goethals, Sandy Moens, and Jilles Vreeken.
In Proceedings of the 17th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2011 ACM.
PDFBibTex
MIME: A Framework for Interactive Visual Pattern Mining.
Bart Goethals, Sandy Moens, and Jilles Vreeken.
In Proceedings ECML PKDD, 2011 Springer.