Peter van der Putten
Peter van der Putten
Researcher, LIACS, Leiden University
Verified email at liacs.leidenuniv.nl - Homepage
TitleCited byYear
A bias-variance analysis of a real world learning problem: The CoIL challenge 2000
P Van Der Putten, M Van Someren
Machine Learning 57 (1-2), 177-195, 2004
1112004
CoIL challenge 2000: The insurance company case
P Van Der Putten, M van Someren
Technical Report 2000–09, Leiden Institute of Advanced Computer Science …, 2000
892000
Data fusion through statistical matching
P van der Putten, JN Kok, A Gupta
MIT Sloan Working Paper No. 4342-02; Eller College Working Paper No. 1031-05 …, 2002
472002
Data mining in direct marketing databases
P Van Der Putten
Complexity and Management: A Collection of Essays. World Scientific …, 1999
391999
A comprehensive benchmark of the artificial immune recognition system (AIRS)
L Meng, P van der Putten, H Wang
International Conference on Advanced Data Mining and Applications, 575-582, 2005
342005
An analysis of machine learning algorithms for condensing reverse engineered class diagrams
MH Osman, MRV Chaudron, P Van Der Putten
2013 IEEE International Conference on Software Maintenance, 140-149, 2013
292013
Combining customer attribute and social network mining for prepaid mobile churn prediction
PD Kusuma, D Radosavljevik, FW Takes, P van der Putten
Proc. the 23rd Annual Belgian Dutch Conference on Machine Learning …, 2013
282013
Automating the construction of scene classifiers for content-based video retrieval
M Israėl, EL Van Den Broek, P Van Der Putten
Multimedia Data Mining (MDM) 2004, 2004
272004
Why the Information Explosion Can Be Bad for Data Mining, and How Data Fusion Provides a Way Out
P van der Putten, JN Kok, A Gupta
Proceedings of the Second SIAM International Conference on Data Mining, 128, 2002
272002
The impact of experimental setup in prepaid churn prediction for mobile telecommunications: What to predict, for whom and does the customer experience matter?
D Radosavljevik, P van der Putten, KK Larsen
Trans. MLDM 3 (2), 80-99, 2010
25*2010
Interactive scalable abstraction of reverse engineered uml class diagrams
MH Osman, MRV Chaudron, P van der Putten
2014 21st Asia-Pacific Software Engineering Conference 1, 159-166, 2014
22*2014
Artificial intelligence: definition, trends, techniques, and cases
JN Kok, EJ Boers, WA Kosters, P Van der Putten, M Poel
Artificial intelligence 1, 2009
202009
On the impact of data set size in transfer learning using deep neural networks
D Soekhoe, P Van Der Putten, A Plaat
International Symposium on Intelligent Data Analysis, 50-60, 2016
192016
DTMC: An actionable e-customer lifetime value model based on Markov chains and decision trees
P Paauwe, P van der Putten, M Van Wezel
ICEC 7, 19-22, 2007
192007
Tinkering in scientific education
MH Lamers, FJ Verbeek, PWH van der Putten
International Conference on Advances in Computer Entertainment Technology …, 2013
142013
Does feature selection improve classification? a large scale experiment in OpenML
MJ Post, P van der Putten, JN van Rijn
International Symposium on Intelligent Data Analysis, 158-170, 2016
122016
Classification of yeast cells from image features to evaluate pathogen conditions
P van der Putten, L Bertens, J Liu, F Hagen, T Boekhout, FJ Verbeek
Multimedia Content Access: Algorithms and Systems 6506, 65060I, 2007
122007
Data fusion: A way to provide more data to mine in
P van der Putten
Proceedings 12th Belgian-Dutch Artificial Intelligence. Conference BNAIC, 2000
122000
Coil challenge 2000 tasks and results: Predicting and explaining caravan policy ownership
P van der Putten, M de Ruiter, M van Someren
Coil Challenge 2000, 2000
122000
Utilizing the topology preserving property of self-organizing maps for classification
P van der Putten
MSc Thesis, Cognitive Artificial Intelligence, Utrecht University, 1996
81996
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