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Albrecht Zimmermann
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Constraint-based pattern set mining
LD Raedt, A Zimmermann
proceedings of the 2007 SIAM International conference on Data Mining, 237-248, 2007
1502007
The chosen few: On identifying valuable patterns
B Bringmann, A Zimmermann
Seventh IEEE International Conference on Data Mining (ICDM 2007), 63-72, 2007
1082007
Predicting college basketball match outcomes using machine learning techniques: some results and lessons learned
A Zimmermann, S Moorthy, Z Shi
arXiv preprint arXiv:1310.3607, 2013
832013
Pattern-based classification: a unifying perspective
B Bringmann, S Nijssen, A Zimmermann
FROM LOCAL PATTERNS TO GLOBAL MODELS, 36, 2009
832009
Corclass: Correlated association rule mining for classification
A Zimmermann, L De Raedt
Discovery Science, 60-72, 2004
832004
Don’t be afraid of simpler patterns
B Bringmann, A Zimmermann, L De Raedt, S Nijssen
European Conference on Principles of Data Mining and Knowledge Discovery, 55-66, 2006
812006
One in a million: picking the right patterns
B Bringmann, A Zimmermann
Knowledge and Information Systems 18, 61-81, 2009
572009
Cluster-grouping: from subgroup discovery to clustering
A Zimmermann, L De Raedt
Machine Learning 77, 125-159, 2009
532009
Tree 2 – Decision Trees for Tree Structured Data
B Bringmann, A Zimmermann
Knowledge Discovery in Databases: PKDD 2005: 9th European Conference on …, 2005
502005
Exceptional contextual subgraph mining
M Kaytoue, M Plantevit, A Zimmermann, A Bendimerad, C Robardet
Machine Learning 106 (8), 1171-1211, 2017
492017
Efficiently finding conceptual clustering models with integer linear programming
A Ouali, S Loudni, Y Lebbah, P Boizumault, A Zimmermann, L Loukil
25th International Joint Conferences on Artificial Intelligence, 2016
462016
Supervised Pattern Mining and Applications to Classification
A Zimmermann, S Nijssen
Frequent Pattern Mining, 425-442, 2014
362014
Basketball predictions in the NCAAB and NBA: Similarities and differences
A Zimmermann
Statistical Analysis and Data Mining: The ASA Data Science Journal 9 (5 …, 2016
322016
Ensemble-trees: Leveraging ensemble power inside decision trees
A Zimmermann
International conference on discovery science, 76-87, 2008
282008
Method evaluation, parameterization, and result validation in unsupervised data mining: A critical survey
A Zimmermann
Wiley Interdisciplinary Reviews: Data Mining and Knowledge Discovery, e1330, 2019
262019
Constraint-Based Pattern Mining
S Nijssen, A Zimmermann
Frequent Pattern Mining, 147-163, 2014
262014
CTC-correlating tree patterns for classification
A Zimmermann, B Bringmann
Fifth IEEE International Conference on Data Mining (ICDM'05), 4 pp., 2005
252005
Understanding episode mining techniques: Benchmarking on diverse, realistic, artificial data
A Zimmermann
Intelligent Data Analysis 18 (5), 761-791, 2014
242014
Guest editorial: Special issue on sports analytics
U Brefeld, A Zimmermann
Data Mining and Knowledge Discovery 31 (6), 1577-1579, 2017
232017
Mining communities and their descriptions on attributed graphs: a survey
M Atzmueller, S Günnemann, A Zimmermann
Data Mining and Knowledge Discovery 35 (3), 661-687, 2021
212021
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