Lena Pietruczuk
TitleCited byYear
The CART decision tree for mining data streams
L Rutkowski, M Jaworski, L Pietruczuk, P Duda
Information Sciences 266, 1-15, 2014
1742014
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
1642012
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
1322013
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
792014
How to adjust an ensemble size in stream data mining?
L Pietruczuk, L Rutkowski, M Jaworski, P Duda
Information Sciences 381, 46-54, 2017
402017
Adaptation of decision trees for handling concept drift
L Pietruczuk, P Duda, M Jaworski
International Conference on Artificial Intelligence and Soft Computing, 459-473, 2013
202013
A new fuzzy classifier for data streams
L Pietruczuk, P Duda, M Jaworski
International Conference on Artificial Intelligence and Soft Computing, 318-324, 2012
202012
On fuzzy clustering of data streams with concept drift
M Jaworski, P Duda, L Pietruczuk
International Conference on Artificial Intelligence and Soft Computing, 82-91, 2012
192012
On pre-processing algorithms for data stream
P Duda, M Jaworski, L Pietruczuk
International Conference on Artificial Intelligence and Soft Computing, 56-63, 2012
182012
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
162016
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
International Conference on Artificial Intelligence and Soft Computing, 90-98, 2012
162012
On resources optimization in fuzzy clustering of data streams
M Jaworski, L Pietruczuk, P Duda
International Conference on Artificial Intelligence and Soft Computing, 92-99, 2012
152012
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
102014
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
102014
On the application of fourier series density estimation for image classification based on feature description
P Duda, M Jaworski, L Pietruczuk, R Scherer, M Korytkowski, M Gabryel
Proceedings of the 8th International Conference on Knowledge, Information …, 2013
72013
Weak convergence of the recursive parzen-type probabilistic neural network in a non-stationary environment
L Pietruczuk, JM Zurada
International Conference on Parallel Processing and Applied Mathematics, 521-529, 2011
62011
On the Cesaro-means-based orthogonal series approach to learning time-varying regression functions
P Duda, L Pietruczuk, M Jaworski, A Krzyzak
International Conference on Artificial Intelligence and Soft Computing, 37-48, 2016
22016
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
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
2016
Strong convergence of the recursive parzen-type probabilistic neural network handling nonstationary noise
L Pietruczuk, Y Hayashi
International Conference on Artificial Intelligence and Soft Computing, 160-168, 2012
2012
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Articles 1–20