Arkadiusz Kwasigroch

According to our database, Arkadiusz Kwasigroch authored at least 12 papers between 2016 and 2023.

Collaborative distances:

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

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

2021

Towards Explainable Classifiers Using the Counterfactual Approach - Global Explanations for Discovering Bias in Data.

Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch

J. Artif. Intell. Soft Comput. Res., 2021

Waste detection in Pomerania: non-profit project for detecting waste in environment.

Sylwia Majchrowska, Agnieszka Mikolajczyk, Maria Ferlin, Zuzanna Klawikowska, Marta A. Plantykow, Arkadiusz Kwasigroch, Karol Majek

CoRR, 2021

2020

Global explanations for discovering bias in data.

Agnieszka Mikolajczyk, Michal Grochowski, Arkadiusz Kwasigroch

CoRR, 2020

Neural Architecture Search for Skin Lesion Classification.

Arkadiusz Kwasigroch, Michal Grochowski, Agnieszka Mikolajczyk

IEEE Access, 2020

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

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