Maciej Jaworski - Publications, H-index & Citations

Maciej Jaworski

technical university czestochowa

18H指数

69论文数

1.5K被引数

收录论文 9

发表时间

Probabilistic neural networks for incremental learning over time-varying streaming data with application to air pollution monitoring

APPLIED SOFT COMPUTING

IF6.6

2024-08-01

PREAI

Rutkowska, Danuta; Duda, Piotr; Cao, Jinde; Jaworski, Maciej; Kisiel-Dorohinicki, Marek; Tao, Dacheng; Rutkowski, Leszek

A New Approach to Descriptors Generation for Image Retrieval by Analyzing Activations of Deep Neural Network Layers

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2022-12-01

OAAI

Staszewski, Pawel; Jaworski, Maciej; Cao, Jinde; Rutkowski, Leszek

On the Parzen Kernel-Based Probability Density Function Learning Procedures Over Time-Varying Streaming Data With Applications to Pattern Classification

IEEE TRANSACTIONS ON CYBERNETICS

IF10.5

2020-04-01

PREAI

Duda, Piotr; Rutkowski, Leszek; Jaworski, Maciej; Rutkowska, Danuta

ON TRAINING DEEP NEURAL NETWORKS USING A STREAMING APPROACH

JOURNAL OF ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING RESEARCH

IF2.4

2019-12-11

OAAI

Duda, Piotr; Jaworski, Maciej; Cader, Andrzej; Wang, Lipo

New Splitting Criteria for Decision Trees in Stationary Data Streams

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2018-06-01

PREAI

Jaworski, Maciej; Duda, Piotr; Rutkowski, Leszek

Convergent Time-Varying Regression Models for Data Streams: Tracking Concept Drift by the Recursive Parzen-Based Generalized Regression Neural Networks

INTERNATIONAL JOURNAL OF NEURAL SYSTEMS

IF6.4

2018-01-22

PREAI

Duda, Piotr; Jaworski, Maciej; Rutkowski, Leszek

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

IEEE TRANSACTIONS ON NEURAL NETWORKS AND LEARNING SYSTEMS

IF8.9

2015-05-01

PREAI

Rutkowski, Leszek; Jaworski, Maciej; Pietruczuk, Lena; Duda, Piotr

Decision Trees for Mining Data Streams Based on the Gaussian Approximation

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2014-01-01

129

PREAI

Rutkowski, Leszek; Jaworski, Maciej; Pietruczuk, Lena; Duda, Piotr

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

IEEE TRANSACTIONS ON KNOWLEDGE AND DATA ENGINEERING

IF10.4

2013-06-01

136

PREAI

Rutkowski, Leszek; Pietruczuk, Lena; Duda, Piotr; Jaworski, Maciej

研究方向