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Michał Grochowski
Michał Grochowski
Gdańsk University of Technology; Department of Intelligent Control and Decision Support Systems
Zweryfikowany adres z pg.edu.pl
Tytuł
Cytowane przez
Cytowane przez
Rok
Data augmentation for improving deep learning in image classification problem
A Mikołajczyk, M Grochowski
2018 international interdisciplinary PhD workshop (IIPhDW), 117-122, 2018
16472018
Hierarchical predictive control of integrated wastewater treatment systems
MA Brdys, M Grochowski, T Gminski, K Konarczak, M Drewa
Control Engineering Practice 16 (6), 751-767, 2008
2112008
Deep CNN based decision support system for detection and assessing the stage of diabetic retinopathy
A Kwasigroch, B Jarzembinski, M Grochowski
2018 International Interdisciplinary PhD Workshop (IIPhDW), 111-116, 2018
1212018
Deep neural networks approach to skin lesions classification—A comparative analysis
A Kwasigroch, A Mikołajczyk, M Grochowski
2017 22nd international conference on methods and models in automation and …, 2017
832017
Neural Architecture Search for Skin Lesion Classification
A Kwasigroch, M Grochowski, A Mikołajczyk
IEEE Access, 9061-9071, 2020
522020
2018 international interdisciplinary PhD workshop (IIPhDW)
A Mikołajczyk, M Grochowski
IEEE, Piscataway, 2018
372018
Data-driven models for fault detection using kernel PCA: A water distribution system case study
A Nowicki, M Grochowski, K Duzinkiewicz
International Journal of Applied Mathematics and Computer Science 22 (4 …, 2012
362012
Deep convolutional neural networks as a decision support tool in medical problems–malignant melanoma case study
A Kwasigroch, A Mikołajczyk, M Grochowski
Trends in Advanced Intelligent Control, Optimization and Automation …, 2017
342017
Analysis and design of softly switched model predictive control
MA Wang, J., Grochowski, M., Brdys
16th IFAC World Congress, Prague, 2004, 2004
31*2004
Self-supervised learning to increase the performance of skin lesion classification
A Kwasigroch, M Grochowski, A Mikołajczyk
Electronics 9 (11), 1930, 2020
282020
Style transfer-based image synthesis as an efficient regularization technique in deep learning
A Mikołajczyk, M Grochowski
2019 24th International Conference on Methods and Models in Automation and …, 2019
272019
Two-phase optimizing approach to design assessments of long distance heat transportation for CHP systems
P Hirsch, K Duzinkiewicz, M Grochowski, R Piotrowski
Applied energy 182, 164-176, 2016
272016
Towards explainable classifiers using the counterfactual approach--global explanations for discovering bias in data
A Mikołajczyk, M Grochowski, A Kwasigroch
Journal of Artificial Intelligence and Soft Computing Research 51, 51-67, 2021
242021
Leakage detection and localisation in drinking water distribution networks by multiregional PCA
K Duzinkiewicz, A Borowa, K Mazur, M Grochowski, MA Brdys, K Jezior
Studies in Informatics and Control 17 (2), 135, 2008
232008
Selected technical issues of deep neural networks for image classification purposes
M Grochowski, A Kwasigroch, A Mikołajczyk-Bareła
Bulletin of the Polish Academy of Sciences-Technical Sciences 67, 363-376, 2019
222019
Design of control structure for integrated wastewater treatment plant-sewer systems
MA Brdys, M Grochowski, K Duzinkiewicz, W Chotkowski, Y Liu
IFAC International Conference on Technolog, Automation and Control of …, 2002
192002
Decision support system for design of long distance heat transportation system
P Hirsch, M Grochowski, K Duzinkiewicz
Energy and Buildings 173, 378-388, 2018
182018
Supervised model predictive control of wastewater treatment plant
M Grochowski, TA Rutkowski
2016 21st International Conference on Methods and Models in Automation and …, 2016
172016
Dynamic model of nuclear power plant turbine
K Kulkowski, A Kobylarz, M Grochowski, K Duzinkiewicz
Archives of Control Sciences 25 (1), 65-86, 2015
162015
Kernel PCA in application to leakage detection in drinking water distribution system
A Nowicki, M Grochowski
Computational Collective Intelligence. Technologies and Applications: Third …, 2011
152011
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