Lena Pietruczuk

Publication Activity (10 Years)

Years Active: 2011-2019
Publications (10 Years): 5

Top Topics

Fuzzy Clustering

Misclassification Error

Top Venues

Publications

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 (2019)
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
How to adjust an ensemble size in stream data mining? Inf. Sci. 381 (2017)
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
A method for automatic adjustment of ensemble size in stream data mining. IJCNN (2016)
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)
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) (2015)
Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski
A novel application of Hoeffding's inequality to decision trees construction for data streams. IJCNN (2014)
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) (2014)
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
The Parzen kernel approach to learning in non-stationary environment. IJCNN (2014)
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
The CART decision tree for mining data streams. Inf. Sci. 266 (2014)
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) (2013)
Leszek Rutkowski, Maciej Jaworski, Piotr Duda, Lena Pietruczuk
On a Splitting Criterion for Decision Trees in Data Streams. MLDM Posters (2013)
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)
Lena Pietruczuk, Piotr Duda, Maciej Jaworski
Adaptation of Decision Trees for Handling Concept Drift. ICAISC (1) (2013)
Maciej Jaworski, Lena Pietruczuk, Piotr Duda
On Resources Optimization in Fuzzy Clustering of Data Streams. ICAISC (2) (2012)
Lena Pietruczuk, Meng Joo Er
Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise. ICAISC (1) (2012)
Maciej Jaworski, Piotr Duda, Lena Pietruczuk
On Fuzzy Clustering of Data Streams with Concept Drift. ICAISC (2) (2012)
Piotr Duda, Maciej Jaworski, Lena Pietruczuk
On Pre-processing Algorithms for Data Stream. ICAISC (2) (2012)
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)
Lena Pietruczuk, Yoichi Hayashi
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise. ICAISC (1) (2012)
Lena Pietruczuk, Piotr Duda, Maciej Jaworski
A New Fuzzy Classifier for Data Streams. ICAISC (1) (2012)
Lena Pietruczuk, Meng Joo Er
Strong Convergence of the Parzen-Type Probabilistic Neural Network in a Time-Varying Environment. PPAM (1) (2011)
Yoichi Hayashi, Lena Pietruczuk
On General Regression Neural Network in a Nonstationary Environment. PPAM (1) (2011)
Lena Pietruczuk, Jacek M. Zurada
Weak Convergence of the Recursive Parzen-Type Probabilistic Neural Network in a Non-stationary Environment. PPAM (1) (2011)