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P

Piotr Duda

technical university czestochowa

18H-index
69Paper Count
1.5KCitation Count
Published Papers 12
Publication Date
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Approximate Importance-Based Sampling for Neural Network Training
errARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2025, PT I
IF0
err2026-01-01
err0
PREAI
errDuda, Piotr; Wojtulewicz, Mateusz; Rutkowski, Leszek
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Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring
errAPPLIED SOFT COMPUTING
IF6.6
err2024-08-01
err0
PREAI
errRutkowska, Danuta; Duda, Piotr; Cao, Jinde; Jaworski, Maciej; Kisiel-Dorohinicki, Marek; Tao, Dacheng; Rutkowski, Leszek
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A New Approach to Image-Based Recommender Systems with the Application of Heatmaps Maps
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2023-03-11
err3
errOAAI
errWoldan, Piotr; Duda, Piotr; Cader, Andrzej; Laktionov, Ivan
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Noise Robust Illumination Invariant Face Recognition Via Bivariate Wavelet Shrinkage in Logarithm Domain
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2022-07-23
err1
errOAAI
errChen, Guang Yi; Krzyzak, Adam; Duda, Piotr; Cader, Andrzej
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A NOVEL DRIFT DETECTION ALGORITHM BASED ON FEATURES' IMPORTANCE ANALYSIS IN A DATA STREAMS ENVIRONMENT
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2020-06-15
err6
errOAAI
errDuda, Piotr; Przybyszewski, Krzysztof; Wang, Lipo
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On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification
errIEEE TRANSACTIONS ON CYBERNETICS
IF10.5
err2020-04-01
err27
PREAI
errDuda, Piotr; Rutkowski, Leszek; Jaworski, Maciej; Rutkowska, Danuta
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ON TRAINING DEEP NEURAL NETWORKS USING A STREAMING APPROACH
errJOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH
IF2.4
err2019-12-11
err20
errOAAI
errDuda, Piotr; Jaworski, Maciej; Cader, Andrzej; Wang, Lipo
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New Splitting Criteria for Decision Trees in Stationary Data Streams
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2018-06-01
err52
PREAI
errJaworski, Maciej; Duda, Piotr; Rutkowski, Leszek
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Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks
errINTERNATIONAL JOURNAL OF NEURAL SYSTEMS
IF6.4
err2018-01-22
err23
PREAI
errDuda, Piotr; Jaworski, Maciej; Rutkowski, Leszek
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A New Method for Data Stream Mining Based on the Misclassification Error
errIEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS
IF8.9
err2015-05-01
err88
PREAI
errRutkowski, Leszek; Jaworski, Maciej; Pietruczuk, Lena; Duda, Piotr
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Decision Trees for Mining Data Streams Based on the Gaussian Approximation
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2014-01-01
err129
PREAI
errRutkowski, Leszek; Jaworski, Maciej; Pietruczuk, Lena; Duda, Piotr
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Decision Trees for Mining Data Streams Based on the McDiarmid's Bound
errIEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING
IF10.4
err2013-06-01
err136
PREAI
errRutkowski, Leszek; Pietruczuk, Lena; Duda, Piotr; Jaworski, Maciej
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Research Directions

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Co-authors
Cooperation Journals
D
Dacheng Tao
H-index: 155 · Papers: 2.0K
曹
曹进德 (Jinde Cao)
H-index: 145 · Papers: 2.6K
L
Leszek Rutkowski
H-index: 54 · Papers: 582
L
Lipo Wang
H-index: 47 · Papers: 361
A
Adam Krzyżak
H-index: 45 · Papers: 362
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