Wojciech Dudzik

Orcid: 0000-0003-4080-3644

According to our database1, Wojciech Dudzik authored at least 17 papers between 2017 and 2024.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

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Links

On csauthors.net:

Bibliography

2024
Ensembles of evolutionarily-constructed support vector machine cascades.
Knowl. Based Syst., 2024

2022
Evolutionary algorithms meet classical and deep machine learning for skin detection in color images.
Proceedings of the GECCO '22: Genetic and Evolutionary Computation Conference, Companion Volume, Boston, Massachusetts, USA, July 9, 2022

Cascades of evolutionary support vector machines.
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.
Proceedings of the Recent Challenges in Intelligent Information and Database Systems, 2022

2021
Evolving data-adaptive support vector machines for binary classification.
Knowl. Based Syst., 2021

2020
Kunster - AR Art Video Maker - Real time video neural style transfer on mobile devices.
CoRR, 2020

Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
Artif. Intell. Medicine, 2020

Memetic Evolution of Training Sets with Adaptive Radial Basis Kernels for Support Vector Machines.
Proceedings of the 25th International Conference on Pattern Recognition, 2020

2019
Fully-automated deep learning-powered system for DCE-MRI analysis of brain tumors.
CoRR, 2019

Optimizing Training Data and Hyperparameters of Support Vector Machines Using a Memetic Algorithm.
Proceedings of the Man-Machine Interactions 6, 2019

Data Augmentation via Image Registration.
Proceedings of the 2019 IEEE International Conference on Image Processing, 2019

Evolutionarily-tuned support vector machines.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019

Detection and Segmentation of Brain Tumors from MRI Using U-Nets.
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.
Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018

Automated Optimization of Non-linear Support Vector Machines for Binary Classification.
Proceedings of the Advances in Intelligent Networking and Collaborative Systems, 2018

2017
An Alternating Genetic Algorithm for Selecting SVM Model and Training Set.
Proceedings of the Pattern Recognition - 9th Mexican Conference, 2017

Tuning and Evolving Support Vector Machine Models.
Proceedings of the Man-Machine Interactions 5, 2017


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