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 | 136 | 2011 |
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 | 80 | 2012 |
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 | 78 | 2013 |
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 | 59 | 2010 |
Summarizing categorical data by clustering attributes M Mampaey, J Vreeken Data Mining and Knowledge Discovery 26, 130-173, 2013 | 41 | 2013 |
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 | 39 | 2012 |
Using background knowledge to rank itemsets N Tatti, M Mampaey Data Mining and Knowledge Discovery 21, 293-309, 2010 | 36 | 2010 |
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 | 35 | 2007 |
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 | 19 | 2015 |
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 | 15 | 2012 |
Summarising data by clustering items M Mampaey, J Vreeken Joint European Conference on Machine Learning and Knowledge Discovery in …, 2010 | 12 | 2010 |
Mining non-redundant information-theoretic dependencies between itemsets M Mampaey International Conference on Data Warehousing and Knowledge Discovery, 130-141, 2010 | 5 | 2010 |
Association rule mining met missing values M Mampaey Master Thesis, University of Antwerpe, Belgium, 2006 | 2 | 2006 |
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 | | |