| Artificial intelligence: definition, trends, techniques, and cases JN Kok, EJ Boers, WA Kosters, P van der Putten, M Poel Knowledge for sustainable development: an insight into the Encyclopedia of …, 2002 | 387* | 2002 |
| On the impact of data set size in transfer learning using deep neural networks D Soekhoe, P van Der Putten, A Plaat Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA …, 2016 | 164 | 2016 |
| 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 | 160 | 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 | 136 | 2000 |
| 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 | 55 | 2013 |
| 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 | 47 | 2002 |
| 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 | 44 | 2010 |
| 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 | 44 | 2005 |
| Does feature selection improve classification? A large scale experiment in OpenML MJ Post, P van der Putten, JN van Rijn Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA …, 2016 | 42 | 2016 |
| 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 | 37 | 2002 |
| Data mining in direct marketing databases P van der Putten Complexity and Management: A Collection of Essays. World Scientific …, 1999 | 37 | 1999 |
| 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 | 36 | 2013 |
| 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 Rijn, F Hutter Advances in Intelligent Data Analysis XVII: 17th International Symposium …, 2018 | 30 | 2018 |
| 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 |
| 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 | 24 | 2007 |
| The morality machine: Tracking moral values in tweets L Teernstra, P van der Putten, L Noordegraaf-Eelens, F Verbeek Advances in Intelligent Data Analysis XV: 15th International Symposium, IDA …, 2016 | 23 | 2016 |
| Tinkering in scientific education MH Lamers, FJ Verbeek, PWH van der Putten Advances in Computer Entertainment: 10th International Conference, ACE 2013 …, 2013 | 22 | 2013 |
| Towards Automated Grading of UML Class Diagrams with Machine Learning DR Stikkolorum, P van der Putten, C Sperandio, MRV Chaudron Benelearn 2019, 69, 2019 | 18 | 2019 |
| Theory of mind in large language models: Examining performance of 11 state-of-the-art models vs. children aged 7-10 on advanced tests MJ van Duijn, B van Dijk, T Kouwenhoven, W de Valk, MR Spruit, ... Proceedings of the 27th Conference on Computational Natural Language …, 2023 | 16 | 2023 |
| Signing as input for a dictionary query: Matching signs based on joint positions of the dominant hand M Fragkiadakis, V Nyst, P Van der Putten Proceedings of the LREC2020 9th Workshop on the Representation and …, 2020 | 16 | 2020 |
Joost KokVice-Dean Mathematics and Computer ScienceVerified email at tue.nl