Piotr Duda
机构: Institute of Computational Intelligence, Czestochowa University of Technology
每年引用次数
引用次数
引用: 1,704
H-指数: 18
I10-指数 : 28
出版物: 63
Stream Data Mining: Algorithms and Their Probabilistic Properties
Leszek Rutkowski , Piotr Duda , Maciej Jaworski
36
2019
On the uniform convergence of the orthogonal series-type kernel regression neural networks in a time-varying environment
Meng Joo Er , Piotr Duda
international conference on artificial intelligence and soft computing 39 -46
2012
On the strong convergence of the orthogonal series-type kernel regression neural networks in a non-stationary environment
Piotr Duda , Yoichi Hayashi , Maciej Jaworski
international conference on artificial intelligence and soft computing 47 -54
15
2012
On the strong convergence of the recursive orthogonal series-type kernel probabilistic neural networks handling time-varying noise
Piotr Duda , Marcin Korytkowski
international conference on artificial intelligence and soft computing 55 -62
2012
On fuzzy clustering of data streams with concept drift
Maciej Jaworski , Piotr Duda , Lena Pietruczuk
international conference on artificial intelligence and soft computing 82 -91
15
2012
On resources optimization in fuzzy clustering of data streams
Maciej Jaworski , Lena Pietruczuk , Piotr Duda
international conference on artificial intelligence and soft computing 92 -99
16
2012
On pre-processing algorithms for data stream
Piotr Duda , Maciej Jaworski , Lena Pietruczuk
international conference on artificial intelligence and soft computing 56 -63
18
2012
A new fuzzy classifier for data streams
Lena Pietruczuk , Piotr Duda , Maciej Jaworski
international conference on artificial intelligence and soft computing 318 -324
18
2012
Decision Trees for Mining Data Streams Based on the McDiarmid's Bound
Leszek Rutkowski , Lena Pietruczuk , Piotr Duda , Maciej Jaworski
IEEE Transactions on Knowledge and Data Engineering 25 ( 6) 1272 -1279
229
2013
Decision Trees for Mining Data Streams Based on the Gaussian Approximation
Leszek Rutkowski , Maciej Jaworski , Lena Pietruczuk , Piotr Duda
IEEE Transactions on Knowledge and Data Engineering 26 ( 1) 108 -119
182
2014
Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks
Piotr Duda , Maciej Jaworski , Leszek Rutkowski
International Journal of Neural Systems 28 ( 02) 1750048
31
2017
On Handling Missing Values in Data Stream Mining Algorithms Based on the Restricted Boltzmann Machine.
Maciej Jaworski , Piotr Duda , Danuta Rutkowska , Leszek Rutkowski
international conference on neural information processing 347 -354
1
2019
On a Streaming Approach for Training Denoising Auto-encoders.
Piotr Duda , Lipo Wang
international conference on artificial intelligence and soft computing 315 -324
2020
Visual Hybrid Recommendation Systems Based on the Content-Based Filtering.
Piotr Woldan , Piotr Duda , Yoichi Hayashi
international conference on artificial intelligence and soft computing 455 -465
2020
Resource-Aware Data Stream Mining Using the Restricted Boltzmann Machine.
Maciej Jaworski , Leszek Rutkowski , Piotr Duda , Andrzej Cader
international conference on artificial intelligence and soft computing 384 -396
5
2019
Basic Concepts of Data Stream Mining
Leszek Rutkowski , Maciej Jaworski , Piotr Duda , Leszek Rutkowski
Springer, Cham 13 -33
21
2020
The CART decision tree for mining data streams
Leszek Rutkowski , Maciej Jaworski , Lena Pietruczuk , Piotr Duda
Information Sciences 266 1 -15
321
2014
How to adjust an ensemble size in stream data mining
Lena Pietruczuk , Leszek Rutkowski , Maciej Jaworski , Piotr Duda
Information Sciences 381 46 -54
50
2017
Knowledge discovery in data streams with the orthogonal series-based generalized regression neural networks
Piotr Duda , Maciej Jaworski , Leszek Rutkowski
Information Sciences 497 -518
30
2017
On ensemble components selection in data streams scenario with reoccurring concept-drift
Piotr Duda , Maciej Jaworski , Leszek Rutkowski
ieee symposium series on computational intelligence 1 -7
11
2017