Michael Mampaey

Publication Activity (10 Years)

Years Active: 2007-2019
Publications (10 Years): 3

Top Topics

Binary Features

Categorical Data

Mining Association Rules

Top Venues

ACM Trans. Knowl. Discov. Data

Publications

Michael Mampaey, Jilles Vreeken, Nikolaj Tatti
Summarizing Data Succinctly with the Most Informative Itemsets. CoRR (2019)
Nikolaj Tatti, Michael Mampaey
Using Background Knowledge to Rank Itemsets. CoRR (2019)
Michael Mampaey, Siegfried Nijssen, Ad Feelders, Rob M. Konijn, Arno J. Knobbe
Efficient algorithms for finding optimal binary features in numeric and nominal labeled data. Knowl. Inf. Syst. 42 (2) (2015)
Mario Boley, Michael Mampaey, Bo Kang, Pavel Tokmakov, Stefan Wrobel
One click mining: interactive local pattern discovery through implicit preference and performance learning. IDEA@KDD (2013)
Michael Mampaey, Jilles Vreeken
Summarizing categorical data by clustering attributes. Data Min. Knowl. Discov. 26 (1) (2013)
Michael Mampaey, Jilles Vreeken, Nikolaj Tatti
Summarizing data succinctly with the most informative itemsets. ACM Trans. Knowl. Discov. Data 6 (4) (2012)
Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe
Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data. ICDM (2012)
Michael Mampaey, Nikolaj Tatti, Jilles Vreeken
Tell me what i need to know: succinctly summarizing data with itemsets. KDD (2011)
Michael Mampaey
Mining Non-redundant Information-Theoretic Dependencies between Itemsets. DaWak (2010)
Bart Goethals, Wim Le Page, Michael Mampaey
Mining interesting sets and rules in relational databases. SAC (2010)
Nikolaj Tatti, Michael Mampaey
Using background knowledge to rank itemsets. Data Min. Knowl. Discov. 21 (2) (2010)
Michael Mampaey, Jilles Vreeken
Summarising Data by Clustering Items. ECML/PKDD (2) (2010)
Toon Calders, Bart Goethals, Michael Mampaey
Mining itemsets in the presence of missing values. SAC (2007)