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ORCIDWojciech Dudzik
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Journal Articles
- 2024
[j3]Wojciech Dudzik
, Jakub Nalepa, Michal Kawulok:
Ensembles of evolutionarily-constructed support vector machine cascades. Knowl. Based Syst. 288: 111490 (2024)- 2021
- [j2]Wojciech Dudzik, Jakub Nalepa, Michal Kawulok:
Evolving data-adaptive support vector machines for binary classification. Knowl. Based Syst. 227: 107221 (2021) - 2020
- [j1]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: 101769 (2020)
Conference and Workshop Papers
- 2022
- [c12]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: 340-353 - [c11]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: 67-68 - [c10]Wojciech Dudzik, Jakub Nalepa, Michal Kawulok:
Cascades of evolutionary support vector machines. GECCO Companion 2022: 240-243 - 2020
- [c9]Jakub Nalepa, Wojciech Dudzik, Michal Kawulok:
Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines. ICPR 2020: 5503-5510 - 2019
- [c8]Krzysztof Kotowski, Jakub Nalepa, Wojciech Dudzik:
Detection and Segmentation of Brain Tumors from MRI Using U-Nets. BrainLes@MICCAI (2) 2019: 179-190 - [c7]Wojciech Dudzik, Michal Kawulok, Jakub Nalepa:
Evolutionarily-tuned support vector machines. GECCO (Companion) 2019: 165-166 - [c6]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: 4250-4254 - [c5]Wojciech Dudzik, Michal Kawulok, Jakub Nalepa:
Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm. ICMMI 2019: 229-238 - 2018
- [c4]Wojciech Dudzik, Jakub Nalepa, Michal Kawulok:
Automated Optimization of Non-linear Support Vector Machines for Binary Classification. INCoS 2018: 504-513 - [c3]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: 13-24 - 2017
- [c2]Jakub Nalepa, Michal Kawulok, Wojciech Dudzik:
Tuning and Evolving Support Vector Machine Models. ICMMI 2017: 418-428 - [c1]Michal Kawulok, Jakub Nalepa, Wojciech Dudzik:
An Alternating Genetic Algorithm for Selecting SVM Model and Training Set. MCPR 2017: 94-104
Informal and Other Publications
- 2020
- [i2]Wojciech Dudzik, Damian Kosowski:
Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices. CoRR abs/2005.03415 (2020) - 2019
- [i1]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 abs/1907.08303 (2019)
Coauthor Index
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last updated on 2024-06-03 01:01 CEST by the dblp team
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