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Michael Mampaey
Michael Mampaey
Unknown affiliation
Verified email at nsx.normalizedsystems.org - Homepage
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Cited by
Cited by
Year
Tell me what i need to know: succinctly summarizing data with itemsets
M Mampaey, N Tatti, J Vreeken
Proceedings of the 17th ACM SIGKDD international conference on Knowledge …, 2011
1362011
Summarizing data succinctly with the most informative itemsets
M Mampaey, J Vreeken, N Tatti
ACM Transactions on Knowledge Discovery from Data (TKDD) 6 (4), 1-42, 2012
802012
One click mining: Interactive local pattern discovery through implicit preference and performance learning
M Boley, M Mampaey, B Kang, P Tokmakov, S Wrobel
Proceedings of the ACM SIGKDD workshop on interactive data exploration and …, 2013
762013
Mining interesting sets and rules in relational databases
B Goethals, W Le Page, M Mampaey
Proceedings of the 2010 ACM Symposium on Applied Computing, 997-1001, 2010
582010
Summarizing categorical data by clustering attributes
M Mampaey, J Vreeken
Data Mining and Knowledge Discovery 26, 130-173, 2013
392013
Using background knowledge to rank itemsets
N Tatti, M Mampaey
Data Mining and Knowledge Discovery 21, 293-309, 2010
362010
Mining itemsets in the presence of missing values
T Calders, B Goethals, M Mampaey
Proceedings of the 2007 ACM symposium on Applied computing, 404-408, 2007
362007
Efficient algorithms for finding richer subgroup descriptions in numeric and nominal data
M Mampaey, S Nijssen, A Feelders, A Knobbe
2012 IEEE 12th International Conference on Data Mining, 499-508, 2012
352012
Efficient algorithms for finding optimal binary features in numeric and nominal labeled data
M Mampaey, S Nijssen, A Feelders, R Konijn, A Knobbe
Knowledge and Information Systems 42, 465-492, 2015
162015
Summarising data by clustering items
M Mampaey, J Vreeken
Machine Learning and Knowledge Discovery in Databases: European Conference …, 2010
122010
Where do i start? algorithmic strategies to guide intelligence analysts
H Wu, M Mampaey, N Tatti, J Vreeken, MS Hossain, N Ramakrishnan
Proceedings of the ACM SIGKDD Workshop on Intelligence and Security …, 2012
112012
Mining non-redundant information-theoretic dependencies between itemsets
M Mampaey
International Conference on Data Warehousing and Knowledge Discovery, 130-141, 2010
62010
Association rule mining met missing values
M Mampaey
Master Thesis, University of Antwerpe, Belgium, 2006
22006
Summarizing data with infromative patterns
M Mampaey
University of Antwerp, 2011
2011
Summarizing Data with Informative Patterns
M Mampaey
Universiteit Antwerpen (Belgium), 2011
2011
One Click Mining
M Boley, M Mampaey, P Tokmakov, B Kang, S Wrobel
Data Summarization with Informative Itemsets
M Mampaey, N Tatti, J Vreeken
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Articles 1–17