Tuning and Evolving Support Vector Machine Models. - Jakub Nalepa; Michal Kawulok; Wojciech Dudzik (ICMMI, 2017)

An Alternating Genetic Algorithm for Selecting SVM Model and Training Set. - Michal Kawulok; Jakub Nalepa; Wojciech Dudzik (MCPR, 2017)

Automated Optimization of Non-linear Support Vector Machines for Binary Classification. - Wojciech Dudzik; Jakub Nalepa; Michal Kawulok (INCoS, 2018)

Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets. - Michal Marcinkiewicz; Jakub Nalepa; Pablo Ribalta Lorenzo; Wojciech Dudzik; Grzegorz Mrukwa (BrainLes@MICCAI (2), 2018)

Detection and Segmentation of Brain Tumors from MRI Using U-Nets. - Krzysztof Kotowski; Jakub Nalepa; Wojciech Dudzik (BrainLes@MICCAI (2), 2019)

Evolutionarily-tuned support vector machines. - Wojciech Dudzik; Michal Kawulok; Jakub Nalepa (GECCO (Companion), 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; et al. (ICIP, 2019)

Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm. - Wojciech Dudzik; Michal Kawulok; Jakub Nalepa (ICMMI, 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)

Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines. - Jakub Nalepa; Wojciech Dudzik; Michal Kawulok (ICPR, 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; et al. (Artif. Intell. Medicine, 2020)

Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices. - Wojciech Dudzik; Damian Kosowski (CoRR, 2020)

Evolving data-adaptive support vector machines for binary classification. - Wojciech Dudzik; Jakub Nalepa; Michal Kawulok (Knowl. Based Syst., 2021)

Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images. - Jakub Nalepa; Piotr Bosowski; Wojciech Dudzik; Michal Kawulok (ACIIDS (Companion), 2022)

Cascades of evolutionary support vector machines. - Wojciech Dudzik; Jakub Nalepa; Michal Kawulok (GECCO Companion, 2022)

Evolutionary algorithms meet classical and deep machine learning for skin detection in color images. - Jakub Nalepa; Stanislaw Czembor; Wojciech Dudzik; Michal Kawulok (GECCO Companion, 2022)

Ensembles of evolutionarily-constructed support vector machine cascades. - Wojciech Dudzik; Jakub Nalepa; Michal Kawulok (Knowl. Based Syst., 2024)