Lena Pietruczuk

According to our database, Lena Pietruczuk authored at least 23 papers between 2011 and 2019.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2019

Corrigendum to 'How to adjust an ensemble size in stream data mining?' Information Sciences, vol. 381 (2017), pp. 46-54.

Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda

Inf. Sci., 2019

2017

How to adjust an ensemble size in stream data mining?

Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda

Inf. Sci., 2017

2016

A method for automatic adjustment of ensemble size in stream data mining.

Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda

Proceedings of the 2016 International Joint Conference on Neural Networks, 2016

On the Cesàro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions.

Piotr Duda, Lena Pietruczuk, Maciej Jaworski, Adam Krzyzak

Proceedings of the Artificial Intelligence and Soft Computing, 2016

2015

A New Method for Data Stream Mining Based on the Misclassification Error.

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda

IEEE Trans. Neural Networks Learn. Syst., 2015

2014

Decision Trees for Mining Data Streams Based on the Gaussian Approximation.

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda

IEEE Trans. Knowl. Data Eng., 2014

The CART decision tree for mining data streams.

Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda

Inf. Sci., 2014

The Parzen kernel approach to learning in non-stationary environment.

Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

A novel application of Hoeffding's inequality to decision trees construction for data streams.

Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski

Proceedings of the 2014 International Joint Conference on Neural Networks, 2014

2013

Decision Trees for Mining Data Streams Based on the McDiarmid's Bound.

Leszek Rutkowski, Lena Pietruczuk, Piotr Duda, Maciej Jaworski

IEEE Trans. Knowl. Data Eng., 2013

On a Splitting Criterion for Decision Trees in Data Streams.

Leszek Rutkowski, Maciej Jaworski, Piotr Duda, Lena Pietruczuk

Proceedings of the Machine Learning and Data Mining in Pattern Recognition, 2013

On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description.

Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer

Proceedings of the Knowledge, Information and Creativity Support Systems: Recent Trends, Advances and Solutions - Selected Papers from KICSS'2013, 2013

Adaptation of Decision Trees for Handling Concept Drift.

Lena Pietruczuk, Piotr Duda, Maciej Jaworski

Proceedings of the Artificial Intelligence and Soft Computing, 2013

2012

Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise.

Lena Pietruczuk, Yoichi Hayashi

Proceedings of the Artificial Intelligence and Soft Computing, 2012

Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise.

Lena Pietruczuk, Meng Joo Er

Proceedings of the Artificial Intelligence and Soft Computing, 2012

A New Fuzzy Classifier for Data Streams.

Lena Pietruczuk, Piotr Duda, Maciej Jaworski

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On Resources Optimization in Fuzzy Clustering of Data Streams.

Maciej Jaworski, Lena Pietruczuk, Piotr Duda

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment.

Maciej Jaworski, Meng Joo Er, Lena Pietruczuk

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On Fuzzy Clustering of Data Streams with Concept Drift.

Maciej Jaworski, Piotr Duda, Lena Pietruczuk

Proceedings of the Artificial Intelligence and Soft Computing, 2012

On Pre-processing Algorithms for Data Stream.

Piotr Duda, Maciej Jaworski, Lena Pietruczuk

Proceedings of the Artificial Intelligence and Soft Computing, 2012

2011

Weak Convergence of the Recursive Parzen-Type Probabilistic Neural Network in a Non-stationary Environment.

Lena Pietruczuk, Jacek M. Zurada

Proceedings of the Parallel Processing and Applied Mathematics, 2011

Strong Convergence of the Parzen-Type Probabilistic Neural Network in a Time-Varying Environment.

Lena Pietruczuk, Meng Joo Er

Proceedings of the Parallel Processing and Applied Mathematics, 2011

On General Regression Neural Network in a Nonstationary Environment.

Yoichi Hayashi, Lena Pietruczuk

Proceedings of the Parallel Processing and Applied Mathematics, 2011