Michael Mampaey

According to our database, Michael Mampaey authored at least 12 papers between 2007 and 2015.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2015

Efficient algorithms for finding optimal binary features in numeric and nominal labeled data.

Michael Mampaey, Siegfried Nijssen, Ad Feelders, Rob M. Konijn, Arno J. Knobbe

Knowl. Inf. Syst., 2015

2013

Summarizing categorical data by clustering attributes.

Michael Mampaey, Jilles Vreeken

Data Min. Knowl. Discov., 2013

One click mining: interactive local pattern discovery through implicit preference and performance learning.

Mario Boley, Michael Mampaey, Bo Kang, Pavel Tokmakov, Stefan Wrobel

Proceedings of the ACM SIGKDD Workshop on Interactive Data Exploration and Analytics, 2013

2012

Summarizing data succinctly with the most informative itemsets.

Michael Mampaey, Jilles Vreeken, Nikolaj Tatti

ACM Trans. Knowl. Discov. Data, 2012

Efficient Algorithms for Finding Richer Subgroup Descriptions in Numeric and Nominal Data.

Michael Mampaey, Siegfried Nijssen, Ad Feelders, Arno J. Knobbe

Proceedings of the 12th IEEE International Conference on Data Mining, 2012

2011

Summarizing data with infromative patterns

Michael Mampaey

PhD thesis, 2011

Tell me what i need to know: succinctly summarizing data with itemsets.

Michael Mampaey, Nikolaj Tatti, Jilles Vreeken

Proceedings of the 17th ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 2011

2010

Using background knowledge to rank itemsets.

Nikolaj Tatti, Michael Mampaey

Data Min. Knowl. Discov., 2010

Mining interesting sets and rules in relational databases.

Bart Goethals, Wim Le Page, Michael Mampaey

Proceedings of the 2010 ACM Symposium on Applied Computing (SAC), 2010

Summarising Data by Clustering Items.

Michael Mampaey, Jilles Vreeken

Proceedings of the Machine Learning and Knowledge Discovery in Databases, 2010

Mining Non-redundant Information-Theoretic Dependencies between Itemsets.

Michael Mampaey

Proceedings of the Data Warehousing and Knowledge Discovery, 12th International Conference, 2010

2007

Mining itemsets in the presence of missing values.

Toon Calders, Bart Goethals, Michael Mampaey

Proceedings of the 2007 ACM Symposium on Applied Computing (SAC), 2007