Michal Grochowski

According to our database, Michal Grochowski authored at least 15 papers between 2011 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of six.

2023

Interpretable deep learning approach for classification of breast cancer - a comparative analysis of multiple instance learning models.

Jakub Buler, Rafal Buler, Maciej Bobowicz, Maria Ferlin, Marlena Rygusik, Arkadiusz Kwasigroch, Michal Grochowski

Proceedings of the 27th International Conference on Methods and Models in Automation and Robotics, 2023

2022

Trustworthy Applications of ML Algorithms in Medicine - Discussion and Preliminary Results for a Problem of Small Vessels Disease Diagnosis.

Maria Ferlin, Zuzanna Klawikowska, Julia Niemierko, Malgorzata Grzywinska, Arkadiusz Kwasigroch, Edyta Szurowska, Michal Grochowski

Proceedings of the Intelligent and Safe Computer Systems in Control and Diagnostics, 2022

2020

Explainable AI for Inspecting Adversarial Attacks on Deep Neural Networks.

Zuzanna Klawikowska, Agnieszka Mikolajczyk, Michal Grochowski

Proceedings of the Artificial Intelligence and Soft Computing, 2020

2019

Style transfer-based image synthesis as an efficient regularization technique in deep learning.

Agnieszka Mikolajczyk, Michal Grochowski

Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

Deep neural network architecture search using network morphism.

Arkadiusz Kwasigroch, Michal Grochowski, Mateusz Mikolajczyk

Proceedings of the 24th International Conference on Methods and Models in Automation and Robotics, 2019

2018

Optimal Selection of Input Features and an Acompanying Neural Network Structure for the Classification Purposes - Skin Lesions Case Study.

Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch

Proceedings of the 23rd International Conference on Methods & Models in Automation & Robotics, 2018

2017

Deep neural networks approach to skin lesions classification - A comparative analysis.

Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski

Proceedings of the 22nd International Conference on Methods and Models in Automation and Robotics, 2017

Intelligent system supporting diagnosis of malignant melanoma.

Agnieszka Mikolajczyk, Arkadiusz Kwasigroch, Michal Grochowski

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

Deep convolutional neural networks as a decision support tool in medical problems - malignant melanoma case study.

Arkadiusz Kwasigroch, Agnieszka Mikolajczyk, Michal Grochowski

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

Application of data driven methods in diagnostic of selected process faults of nuclear power plant steam turbine.

Karol Kulkowski, Michal Grochowski, Anna Kobylarz, Kazimierz Duzinkiewicz

Proceedings of the Trends in Advanced Intelligent Control, Optimization and Automation - Proceedings of KKA 2017, 2017

2016

Evolving neural network as a decision support system - Controller for a game of "2048" case study.

Arkadiusz Kwasigroch, Michal Grochowski

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

Supervised model predictive control of wastewater treatment plant.

Michal Grochowski, Tomasz A. Rutkowski

Proceedings of the 21st International Conference on Methods and Models in Automation and Robotics, 2016

2015

Pipeline system for heat transportation from nuclear power plant - An optimizing approach.

Piotr Hirsch, Michal Grochowski, Kazimierz Duzinkiewicz

Proceedings of the 20th International Conference on Methods and Models in Automation and Robotics, 2015

Optimising approach to designing kernel PCA model for diagnosis purposes with and without a priori known data reflecting faulty states.

Michal Grochowski, Maciej Matczak, Michal Sokolowski

Proceedings of the 20th International Conference on Methods and Models in Automation and Robotics, 2015

2011

Kernel PCA in Application to Leakage Detection in Drinking Water Distribution System.

Adam Nowicki, Michal Grochowski

Proceedings of the Computational Collective Intelligence. Technologies and Applications, 2011