Arno Knobbe
Arno Knobbe
LIACS, Leiden University
Verified email at liacs.leidenuniv.nl - Homepage
TitleCited byYear
Exceptional model mining
D Leman, A Feelders, A Knobbe
Joint European conference on machine learning and knowledge discovery in …, 2008
1392008
Propositionalisation and aggregates
AJ Knobbe, M De Haas, A Siebes
European Conference on Principles of Data Mining and Knowledge Discovery …, 2001
1302001
Pattern teams
AJ Knobbe, EKY Ho
European Conference on Principles of Data Mining and Knowledge Discovery …, 2006
1132006
System and method for generating performance models of complex information technology systems
PW Adriaans, AJ Knobbe, M Gathier
US Patent 6,311,175, 2001
1062001
Exceptional model mining
W Duivesteijn, AJ Feelders, A Knobbe
Data Mining and Knowledge Discovery 30 (1), 47-98, 2016
952016
From local patterns to global models: the LeGo approach to data mining
A Knobbe, B Crémilleux, J Fürnkranz, M Scholz
LeGo 8, 1-16, 2008
942008
Diverse subgroup set discovery
M Van Leeuwen, A Knobbe
Data Mining and Knowledge Discovery 25 (2), 208-242, 2012
932012
Multi-relational data mining
A Knobbe, H Blockeel, A Siebes, D van der Wallen
Proceedings of the 9th Belgian-Dutch Conference on Machine Learning, 61-74, 1999
881999
Multi-relational data mining
AJ Knobbe
Ios Press, 2006
832006
Maximally informative k-itemsets and their efficient discovery
AJ Knobbe, EKY Ho
Proceedings of the 12th ACM SIGKDD international conference on Knowledge …, 2006
702006
Multi-relational decision tree induction
AJ Knobbe, A Siebes, D Van Der Wallen
European Conference on Principles of Data Mining and Knowledge Discovery …, 1999
681999
Involving aggregate functions in multi-relational search
AJ Knobbe, A Siebes, B Marseille
European Conference on Principles of Data Mining and Knowledge Discovery …, 2002
532002
Subgroup discovery meets bayesian networks--an exceptional model mining approach
W Duivesteijn, A Knobbe, A Feelders, M van Leeuwen
2010 IEEE International Conference on Data Mining, 158-167, 2010
522010
System and method for model mining complex information technology systems
PW Adriaans, AJ Knobbe, M Gathier
US Patent 6,393,387, 2002
472002
Exploiting False Discoveries--Statistical Validation of Patterns and Quality Measures in Subgroup Discovery
W Duivesteijn, A Knobbe
2011 IEEE 11th International Conference on Data Mining, 151-160, 2011
452011
Flexible enrichment with Cortana–software demo
M Meeng, A Knobbe
Proceedings of BeneLearn, 117-119, 2011
402011
Non-redundant subgroup discovery in large and complex data
M Van Leeuwen, A Knobbe
Joint European Conference on Machine Learning and Knowledge Discovery in …, 2011
352011
Entropy-based discretization methods for ranking data
CR De Sá, C Soares, A Knobbe
Information sciences 329, 921-936, 2016
312016
Subgroup discovery in smart electricity meter data
N Jin, P Flach, T Wilcox, R Sellman, J Thumim, A Knobbe
IEEE Transactions on Industrial Informatics 10 (2), 1327-1336, 2014
312014
Social competence at the playground: Preschoolers during recess
G Veiga, W de Leng, R Cachucho, L Ketelaar, JN Kok, A Knobbe, C Neto, ...
Infant and Child Development 26 (1), e1957, 2017
302017
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