Wojciech Dudzik

17 papers B 2Journal 5Unranked 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
Ensembles of evolutionarily-constructed support vector machine cascades.
Knowl. Based Syst.
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
2022 — conf
Cascades of evolutionary support vector machines.
GECCO Companion
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
2022 — conf
Evolutionary algorithms meet classical and deep machine learning for skin detection in color images.
GECCO Companion
Jakub Nalepa, Stanislaw Czembor, Wojciech Dudzik, Michal Kawulok
2022 — conf
Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images.
ACIIDS (Companion)
Jakub Nalepa, Piotr Bosowski, Wojciech Dudzik, Michal Kawulok
2021 J jnl
Evolving data-adaptive support vector machines for binary classification.
Knowl. Based Syst.
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
2020 J jnl
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
Artif. Intell. Medicine
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
2020 J jnl
Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices.
CoRR
Wojciech Dudzik, Damian Kosowski
2020 B conf
Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines.
ICPR
Jakub Nalepa, Wojciech Dudzik, Michal Kawulok
2019 B conf
Data Augmentation via Image Registration.
ICIP
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
2019 — conf
Detection and Segmentation of Brain Tumors from MRI Using U-Nets.
BrainLes@MICCAI (2)
Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik
2019 — conf
Evolutionarily-tuned support vector machines.
GECCO (Companion)
Wojciech Dudzik, Michal Kawulok, Jakub Nalepa
2019 J jnl
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
CoRR
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
2019 — conf
Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm.
ICMMI
Wojciech Dudzik, Michal Kawulok, Jakub Nalepa
2018 — conf
Automated Optimization of Non-linear Support Vector Machines for Binary Classification.
INCoS
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
2018 — conf
Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets.
BrainLes@MICCAI (2)
Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa
2017 — conf
An Alternating Genetic Algorithm for Selecting SVM Model and Training Set.
MCPR
Michal Kawulok, Jakub Nalepa, Wojciech Dudzik
2017 — conf
Tuning and Evolving Support Vector Machine Models.
ICMMI
Jakub Nalepa, Michal Kawulok, Wojciech Dudzik