Peter van der Putten
Peter van der Putten
Assistant Professor, LIACS, Leiden University
Verified email at liacs.leidenuniv.nl - Homepage
Title
Cited by
Cited by
Year
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), 177-195, 2004
1322004
CoIL challenge 2000: The insurance company case
P van der Putten, M van Someren
http://liacs.leidenuniv.nl/~puttenpwhvander/library/cc2000/report2.html, 2000
1042000
Artificial intelligence: definition, trends, techniques, and cases
JN Kok, EJ Boers, WA Kosters, P Van der Putten, M Poel
Artificial intelligence 1, 270-299, 2009
822009
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
632016
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
382005
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. Mach. Learn. Data Min. 3 (2), 80-99, 2010
372010
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
362013
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
352002
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
342013
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
33*2014
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
332002
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
292004
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
212016
DTMC: An actionable e-customer lifetime value model based on Markov chains and decision trees
P Paauwe, P van der Putten, M van Wezel
Proceedings of the ninth international conference on Electronic commerce …, 2007
192007
Tinkering in scientific education
MH Lamers, FJ Verbeek, PWH van der Putten
International Conference on Advances in Computer Entertainment Technology …, 2013
182013
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
132007
Data fusion: A way to provide more data to mine in
P van der Putten
Proceedings 12th Belgian-Dutch Artificial Intelligence. Conference BNAIC, 2000
132000
Don’t rule out simple models prematurely: a large scale benchmark comparing linear and non-linear classifiers in OpenML
B Strang, P van der Putten, JN van Rijn, F Hutter
International Symposium on Intelligent Data Analysis, 303-315, 2018
122018
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
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