Lena Pietruczuk

23 papers B 3Journal 6Unranked 14
YearRankTypeTitle / Venue / Authors
2019 J jnl
Corrigendum to 'How to adjust an ensemble size in stream data mining?' Information Sciences, vol. 381 (2017), pp. 46-54.
Inf. Sci.
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2017 J jnl
How to adjust an ensemble size in stream data mining?
Inf. Sci.
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2016 B conf
A method for automatic adjustment of ensemble size in stream data mining.
IJCNN
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2016 — conf
On the Cesàro-Means-Based Orthogonal Series Approach to Learning Time-Varying Regression Functions.
ICAISC (2)
Piotr Duda, Lena Pietruczuk, Maciej Jaworski, Adam Krzyzak
2015 J jnl
A New Method for Data Stream Mining Based on the Misclassification Error.
IEEE Trans. Neural Networks Learn. Syst.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2014 B conf
A novel application of Hoeffding's inequality to decision trees construction for data streams.
IJCNN
Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Leszek Rutkowski
2014 J jnl
Decision Trees for Mining Data Streams Based on the Gaussian Approximation.
IEEE Trans. Knowl. Data Eng.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2014 J jnl
The CART decision tree for mining data streams.
Inf. Sci.
Leszek Rutkowski, Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2014 B conf
The Parzen kernel approach to learning in non-stationary environment.
IJCNN
Lena Pietruczuk, Leszek Rutkowski, Maciej Jaworski, Piotr Duda
2013 — conf
Adaptation of Decision Trees for Handling Concept Drift.
ICAISC (1)
Lena Pietruczuk, Piotr Duda, Maciej Jaworski
2013 J jnl
Decision Trees for Mining Data Streams Based on the McDiarmid's Bound.
IEEE Trans. Knowl. Data Eng.
Leszek Rutkowski, Lena Pietruczuk, Piotr Duda, Maciej Jaworski
2013 — conf
On a Splitting Criterion for Decision Trees in Data Streams.
MLDM Posters
Leszek Rutkowski, Maciej Jaworski, Piotr Duda, Lena Pietruczuk
2013 — conf
On the Application of Orthogonal Series Density Estimation for Image Classification Based on Feature Description.
KICSS
Piotr Duda, Maciej Jaworski, Lena Pietruczuk, Marcin Korytkowski, Marcin Gabryel, Rafal Scherer
2012 — conf
A New Fuzzy Classifier for Data Streams.
ICAISC (1)
Lena Pietruczuk, Piotr Duda, Maciej Jaworski
2012 — conf
On Fuzzy Clustering of Data Streams with Concept Drift.
ICAISC (2)
Maciej Jaworski, Piotr Duda, Lena Pietruczuk
2012 — conf
On Pre-processing Algorithms for Data Stream.
ICAISC (2)
Piotr Duda, Maciej Jaworski, Lena Pietruczuk
2012 — conf
On Resources Optimization in Fuzzy Clustering of Data Streams.
ICAISC (2)
Maciej Jaworski, Lena Pietruczuk, Piotr Duda
2012 — conf
On the Application of the Parzen-Type Kernel Regression Neural Network and Order Statistics for Learning in a Non-stationary Environment.
ICAISC (1)
Maciej Jaworski, Meng Joo Er, Lena Pietruczuk
2012 — conf
Strong Convergence of the Recursive Parzen-Type Probabilistic Neural Network Handling Nonstationary Noise.
ICAISC (1)
Lena Pietruczuk, Yoichi Hayashi
2012 — conf
Weak Convergence of the Parzen-Type Probabilistic Neural Network Handling Time-Varying Noise.
ICAISC (1)
Lena Pietruczuk, Meng Joo Er
2011 — conf
On General Regression Neural Network in a Nonstationary Environment.
PPAM (1)
Yoichi Hayashi, Lena Pietruczuk
2011 — conf
Strong Convergence of the Parzen-Type Probabilistic Neural Network in a Time-Varying Environment.
PPAM (1)
Lena Pietruczuk, Meng Joo Er
2011 — conf
Weak Convergence of the Recursive Parzen-Type Probabilistic Neural Network in a Non-stationary Environment.
PPAM (1)
Lena Pietruczuk, Jacek M. Zurada