| The CART decision tree for mining data streams L Rutkowski, M Jaworski, L Pietruczuk, P Duda Information Sciences 266, 1-15, 2014 | 366 | 2014 |
| Decision trees for mining data streams based on the McDiarmid's bound L Rutkowski, L Pietruczuk, P Duda, M Jaworski IEEE Transactions on Knowledge and Data Engineering 25 (6), 1272-1279, 2012 | 236 | 2012 |
| Decision trees for mining data streams based on the gaussian approximation L Rutkowski, M Jaworski, L Pietruczuk, P Duda IEEE Transactions on Knowledge and Data Engineering 26 (1), 108-119, 2013 | 194 | 2013 |
| A new method for data stream mining based on the misclassification error L Rutkowski, M Jaworski, L Pietruczuk, P Duda IEEE transactions on neural networks and learning systems 26 (5), 1048-1059, 2014 | 126 | 2014 |
| How to adjust an ensemble size in stream data mining? L Pietruczuk, L Rutkowski, M Jaworski, P Duda Information Sciences 381, 46-54, 2017 | 73 | 2017 |
| A method for automatic adjustment of ensemble size in stream data mining L Pietruczuk, L Rutkowski, M Jaworski, P Duda 2016 International Joint Conference on Neural Networks (IJCNN), 9-15, 2016 | 28 | 2016 |
| Adaptation of decision trees for handling concept drift L Pietruczuk, P Duda, M Jaworski Artificial Intelligence and Soft Computing: 12th International Conference …, 2013 | 23 | 2013 |
| On fuzzy clustering of data streams with concept drift M Jaworski, P Duda, L Pietruczuk Artificial Intelligence and Soft Computing: 11th International Conference …, 2012 | 23 | 2012 |
| A novel application of hoeffding's inequality to decision trees construction for data streams P Duda, M Jaworski, L Pietruczuk, L Rutkowski 2014 International Joint Conference on Neural Networks (IJCNN), 3324-3330, 2014 | 22 | 2014 |
| A new fuzzy classifier for data streams L Pietruczuk, P Duda, M Jaworski Artificial Intelligence and Soft Computing: 11th International Conference …, 2012 | 19 | 2012 |
| On pre-processing algorithms for data stream P Duda, M Jaworski, L Pietruczuk Artificial Intelligence and Soft Computing: 11th International Conference …, 2012 | 18 | 2012 |
| On resources optimization in fuzzy clustering of data streams M Jaworski, L Pietruczuk, P Duda Artificial Intelligence and Soft Computing: 11th International Conference …, 2012 | 16 | 2012 |
| On the application of the parzen-type kernel regression neural network and order statistics for learning in a non-stationary environment M Jaworski, MJ Er, L Pietruczuk Artificial Intelligence and Soft Computing: 11th International Conference …, 2012 | 16 | 2012 |
| The Parzen kernel approach to learning in non-stationary environment L Pietruczuk, L Rutkowski, M Jaworski, P Duda 2014 International Joint Conference on Neural Networks (IJCNN), 3319-3323, 2014 | 13 | 2014 |
| On the application of fourier series density estimation for image classification based on feature description P Duda, M Jaworski, L Pietruczuk, R l Scherer, M Korytkowski, M Gabryel Looking into the Future of Creativity and Decision Support Systems …, 2015 | 7 | 2015 |
| Weak convergence of the recursive parzen-type probabilistic neural network in a non-stationary environment L Pietruczuk, JM Zurada Parallel Processing and Applied Mathematics: 9th International Conference …, 2012 | 6 | 2012 |
| On the Cesaro-means-based orthogonal series approach to learning time-varying regression functions P Duda, L Pietruczuk, M Jaworski, A Krzyzak Artificial Intelligence and Soft Computing: 15th International Conference …, 2016 | 2 | 2016 |
| On the application of orthogonal series density estimation for image classification based on feature description P Duda, M Jaworski, L Pietruczuk, M Korytkowski, M Gabryel, R Scherer Knowledge, Information and Creativity Support Systems: Recent Trends …, 2016 | 1 | 2016 |
| On general regression neural network in a nonstationary environment Y Hayashi, L Pietruczuk Parallel Processing and Applied Mathematics: 9th International Conference …, 2012 | 1 | 2012 |
| Corrigendum to ‘How to adjust an ensemble size in stream data mining?’Information Sciences, vol. 381 (2017), pp. 46-54 L Pietruczuk, L Rutkowski, M Jaworski, P Duda Information Sciences 477, 545, 2019 | | 2019 |
Maciej JaworskiCracow University of Technology, Faculty of Computer Science and TelecommunicationsVerified email at pk.edu.pl
