| 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 | 127 | 2004 |
| CoIL challenge 2000: The insurance company case P van der Putten, M van Someren http://liacs.leidenuniv.nl/~puttenpwhvander/library/cc2000/report2.html, 2000 | 100 | 2000 |
| 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 | 62 | 2009 |
| 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 | 52 | 2016 |
| Data mining in direct marketing databases P Van Der Putten Complexity and Management: A Collection of Essays. World Scientific …, 1999 | 40 | 1999 |
| 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 | 37 | 2005 |
| 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 | 35 | 2013 |
| 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 | 35 | 2013 |
| 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 | 35* | 2010 |
| 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 | 34 | 2002 |
| 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 | 33 | 2002 |
| 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 | 29* | 2014 |
| Automating the construction of scene classifiers for content-based video retrieval M Israël, EL Van Den Broek, P Van Der Putten Multimedia Data Mining (MDM) 2004, 2004 | 29 | 2004 |
| 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 | 20 | 2016 |
| 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 | 19 | 2007 |
| Tinkering in scientific education MH Lamers, FJ Verbeek, PWH van der Putten International Conference on Advances in Computer Entertainment Technology …, 2013 | 18 | 2013 |
| 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 | 13 | 2007 |
| Data fusion: A way to provide more data to mine in P van der Putten Proceedings 12th Belgian-Dutch Artificial Intelligence. Conference BNAIC, 2000 | 12 | 2000 |
| 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 | 12 | 2000 |
| 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 | 11 | 2018 |
Joost KokDean of the Faculty of Electrical Engineering, Mathematics and Computer Science at the University ofEmail verificata su utwente.nl
