Wojciech Dudzik

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 17

Top Topics

Support Vector Machine

Top Venues

BrainLes@MICCAI (2)

GECCO Companion

Publications

Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
Ensembles of evolutionarily-constructed support vector machine cascades. Knowl. Based Syst. 288 (2024)
Jakub Nalepa, Piotr Bosowski, Wojciech Dudzik, Michal Kawulok
Fusing Deep Learning with Support Vector Machines to Detect COVID-19 in X-Ray Images. ACIIDS (Companion) (2022)
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
Cascades of evolutionary support vector machines. GECCO Companion (2022)
Jakub Nalepa, Stanislaw Czembor, Wojciech Dudzik, Michal Kawulok
Evolutionary algorithms meet classical and deep machine learning for skin detection in color images. GECCO Companion (2022)
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
Evolving data-adaptive support vector machines for binary classification. Knowl. Based Syst. 227 (2021)
Jakub Nalepa, Wojciech Dudzik, Michal Kawulok
Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines. ICPR (2020)
Wojciech Dudzik, Damian Kosowski
Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices. CoRR (2020)
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
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. Artif. Intell. Medicine 102 (2020)
Wojciech Dudzik, Michal Kawulok, Jakub Nalepa
Evolutionarily-tuned support vector machines. GECCO (Companion) (2019)
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
Data Augmentation via Image Registration. ICIP (2019)
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
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors. CoRR (2019)
Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik
Detection and Segmentation of Brain Tumors from MRI Using U-Nets. BrainLes@MICCAI (2) (2019)
Wojciech Dudzik, Michal Kawulok, Jakub Nalepa
Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm. ICMMI (2019)
Wojciech Dudzik, Jakub Nalepa, Michal Kawulok
Automated Optimization of Non-linear Support Vector Machines for Binary Classification. INCoS (2018)
Michal Marcinkiewicz, Jakub Nalepa, Pablo Ribalta Lorenzo, Wojciech Dudzik, Grzegorz Mrukwa
Segmenting Brain Tumors from MRI Using Cascaded Multi-modal U-Nets. BrainLes@MICCAI (2) (2018)
Michal Kawulok, Jakub Nalepa, Wojciech Dudzik
An Alternating Genetic Algorithm for Selecting SVM Model and Training Set. MCPR (2017)
Jakub Nalepa, Michal Kawulok, Wojciech Dudzik
Tuning and Evolving Support Vector Machine Models. ICMMI (2017)