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Journal Articles
- 2019
[j6]Lena Pietruczuk, Leszek Rutkowski
, Maciej Jaworski, Piotr Duda:
Corrigendum to 'How to adjust an ensemble size in stream data mining?' Information Sciences, vol. 381 (2017), pp. 46-54. Inf. Sci. 477: 545 (2019)- 2017
- [j5]Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda:
How to adjust an ensemble size in stream data mining? Inf. Sci. 381: 46-54 (2017) - 2015
- [j4]Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda:
A New Method for Data Stream Mining Based on the Misclassification Error. IEEE Trans. Neural Networks Learn. Syst. 26(5): 1048-1059 (2015) - 2014
- [j3]Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda:
The CART decision tree for mining data streams. Inf. Sci. 266: 1-15 (2014) - [j2]Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda:
Decision Trees for Mining Data Streams Based on the Gaussian Approximation. IEEE Trans. Knowl. Data Eng. 26(1): 108-119 (2014) - 2013
- [j1]Leszek Rutkowski, Lena Pietruczuk, Piotr Duda, Maciej Jaworski:
Decision Trees for Mining Data Streams Based on the McDiarmid's Bound. IEEE Trans. Knowl. Data Eng. 25(6): 1272-1279 (2013)
Conference and Workshop Papers
- 2016
- [c17]Piotr Duda, Lena Pietruczuk, Maciej Jaworski, Adam Krzyzak:
On the Cesàro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions. ICAISC (2) 2016: 37-48 - [c16]Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda:
A method for automatic adjustment of ensemble size in stream data mining. IJCNN 2016: 9-15 - 2014
- [c15]Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda:
The Parzen kernel approach to learning in non-stationary environment. IJCNN 2014: 3319-3323 - [c14]Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski:
A novel application of Hoeffding's inequality to decision trees construction for data streams. IJCNN 2014: 3324-3330 - 2013
- [c13]Lena Pietruczuk, Piotr Duda, Maciej Jaworski:
Adaptation of Decision Trees for Handling Concept Drift. ICAISC (1) 2013: 459-473 - [c12]Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer:
On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description. KICSS 2013: 529-540 - [c11]Leszek Rutkowski, Maciej Jaworski, Piotr Duda, Lena Pietruczuk:
On a Splitting Criterion for Decision Trees in Data Streams. MLDM Posters 2013: 7-11 - 2012
- [c10]Piotr Duda, Maciej Jaworski, Lena Pietruczuk:
On Pre-processing Algorithms for Data Stream. ICAISC (2) 2012: 56-63 - [c9]Maciej Jaworski, Piotr Duda, Lena Pietruczuk:
On Fuzzy Clustering of Data Streams with Concept Drift. ICAISC (2) 2012: 82-91 - [c8]Maciej Jaworski, Meng Joo Er, Lena Pietruczuk:
On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment. ICAISC (1) 2012: 90-98 - [c7]Maciej Jaworski, Lena Pietruczuk, Piotr Duda:
On Resources Optimization in Fuzzy Clustering of Data Streams. ICAISC (2) 2012: 92-99 - [c6]Lena Pietruczuk, Meng Joo Er:
Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise. ICAISC (1) 2012: 152-159 - [c5]Lena Pietruczuk, Yoichi Hayashi:
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise. ICAISC (1) 2012: 160-168 - [c4]Lena Pietruczuk, Piotr Duda, Maciej Jaworski:
A New Fuzzy Classifier for Data Streams. ICAISC (1) 2012: 318-324 - 2011
- [c3]Yoichi Hayashi, Lena Pietruczuk:
On General Regression Neural Network in a Nonstationary Environment. PPAM (1) 2011: 461-469 - [c2]Lena Pietruczuk, Jacek M. Zurada:
Weak Convergence of the Recursive Parzen-Type Probabilistic Neural Network in a Non-stationary Environment. PPAM (1) 2011: 521-529 - [c1]Lena Pietruczuk, Meng Joo Er:
Strong Convergence of the Parzen-Type Probabilistic Neural Network in a Time-Varying Environment. PPAM (1) 2011: 530-538
Coauthor Index
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