Wojciech Dudzik

According to our database, Wojciech Dudzik authored at least 16 papers between 2017 and 2022.

Collaborative distances:

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

2022

Evolutionary algorithms meet classical and deep machine learning for skin detection in color images.

Jakub Nalepa, Stanislaw Czembor, Wojciech Dudzik, Michal Kawulok

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Cascades of evolutionary support vector machines.

Wojciech Dudzik, Jakub Nalepa, Michal Kawulok

Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images.

Jakub Nalepa, Piotr Bosowski, Wojciech Dudzik, Michal Kawulok

Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021

Evolving data-adaptive support vector machines for binary classification.

Wojciech Dudzik, Jakub Nalepa, Michal Kawulok

Knowl. Based Syst., 2021

2020

Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices.

Wojciech Dudzik, Damian Kosowski

CoRR, 2020

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Krzysztof Kotowski, Izabela Burda, Bartosz Machura, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball

Artif. Intell. Medicine, 2020

Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines.

Jakub Nalepa, Wojciech Dudzik, Michal Kawulok

Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.

Jakub Nalepa, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Maksym Walczak, Michal Kawulok, Wojciech Dudzik, Grzegorz Mrukwa, Pawel Ulrych, Michael P. Hayball

CoRR, 2019

Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm.

Wojciech Dudzik, Michal Kawulok, Jakub Nalepa

Proceedings of the Man-Machine Interactions 6, 2019

Data Augmentation via Image Registration.

Jakub Nalepa, Marcin Cwiek, Wojciech Dudzik, Michal Kawulok, Michael P. Hayball, Grzegorz Mrukwa, Szymon Piechaczek, Pablo Ribalta Lorenzo, Michal Marcinkiewicz, Barbara Bobek-Billewicz, Pawel Wawrzyniak, Pawel Ulrych, Janusz Szymanek

Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Evolutionarily-tuned support vector machines.

Wojciech Dudzik, Michal Kawulok, Jakub Nalepa

Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Detection and Segmentation of Brain Tumors from MRI Using U-Nets.

Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2019

2018

Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets.

Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Automated Optimization of Non-linear Support Vector Machines for Binary Classification.

Wojciech Dudzik, Jakub Nalepa, Michal Kawulok

Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

2017

An Alternating Genetic Algorithm for Selecting SVM Model and Training Set.

Michal Kawulok, Jakub Nalepa, Wojciech Dudzik

Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

Tuning and Evolving Support Vector Machine Models.

Jakub Nalepa, Michal Kawulok, Wojciech Dudzik

Proceedings of the Man-Machine Interactions 5, 2017