Michal Wozniak
Politechnika Wroclawska
H-index: 40
Europe-Poland
Top articles of Michal Wozniak
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
How to break big tech's stranglehold on AI in academia. | Nature | Michał Woźniak Paweł Ksieniewicz | 2024/4/1 |
Comparison of ChatGPT 3.5 Turbo and Human Performance in taking the European Board of Ophthalmology Diploma (EBOD) Exam | Anna Maino Jakub Klikowski Brendan Strong Wahid Ghaffari Michał Woźniak | 2024/3/15 | |
DMF-Net: A Dual Remote Sensing Image Fusion Network Based on Multi-Scale Convolutional Dense Connectivity with Performance Measure | IEEE Transactions on Instrumentation and Measurement | Huanyu Guo Xin Jin Qian Jiang Michal Wozniak Puming Wang | 2024/2/26 |
Artificial intelligence and the scientific method: How to cope with a complete oxymoron | Clinics in Dermatology | W Clark Lambert Muriel W Lambert Mohammad Hassan Emamian Michał Woźniak Andrzej Grzybowski | 2024/1/10 |
A Natural Gas Consumption Forecasting System for Continual Learning Scenarios based on Hoeffding Trees with Change Point Detection Mechanism | arXiv preprint arXiv:2309.03720 | Radek Svoboda Sebastian Basterrech Jędrzej Kozal Jan Platoš Michał Woźniak | 2023/9/7 |
Defending Network IDS against Adversarial Examples with Continual Learning | Jędrzej Kozal Justyna Zwolińska Marek Klonowski Michał Woźniak | 2023/12/4 | |
Active weighted aging ensemble for drifted data stream classification | Information Sciences | Michał Woźniak Paweł Zyblewski Paweł Ksieniewicz | 2023/6/1 |
Optimized hybrid imbalanced data sampling for decision tree training | Weronika Węgier Michał Koziarski Michał Woźniak | 2023/7/15 | |
Combining Self-labeling with Selective Sampling | Jedrzej Kozal Michał Woźniak | 2023/12/4 | |
5G/5G+ network management employing AI-based continuous deployment | Applied Soft Computing | Michał Panek Adam Pomykała Ireneusz Jabłoński Michał Woźniak | 2023/2/1 |
Check for updates MOOforest-Multi-objective Optimization to Form Decision Tree Ensemble | Advanced, Contemporary Control: Proceedings of the XXI Polish Control Conference, Gliwice, Poland, 2023. Volume 2 | Joanna Grzyb Michał Woźniak | 2023/7/15 |
A Continual Learning System with Self Domain Shift Adaptation for Fake News Detection | Sebastián Basterrech Andrzej Kasprzak Jan Platoš Michał Woźniak | 2023/10/9 | |
Alphabet Flatting as a variant of n-gram feature extraction method in ensemble classification of fake news | Engineering Applications of Artificial Intelligence | Paweł Ksieniewicz Paweł Zyblewski Weronika Borek-Marciniec Rafał Kozik Michał Choraś | 2023/4/1 |
Analysis of the Possibility to Employ Relationship Between the Problem Complexity and the Classification Quality as Model Optimization Proxy | Joanna Komorniczak Paweł Ksieniewicz Michał Woźniak | 2023/6/28 | |
Increasing depth of neural networks for life-long learning | Information Fusion | Jedrzej Kozal Michal Wozniak | 2023/10/1 |
Transfer of knowledge among instruments in automatic music transcription | Michał Leś Michał Woźniak | 2023/6/18 | |
DE-Forest–Optimized Decision Tree Ensemble | Joanna Grzyb Michał Woźniak | 2023/9/13 | |
MOOforest – Multi-objective Optimization to Form Decision Tree Ensemble | Joanna Grzyb Michał Woźniak | 2023/6/14 | |
An analysis of heuristic metrics for classifier ensemble pruning based on ordered aggregation | Pattern Recognition | Amgad M Mohammed Enrique Onieva Michał Woźniak Gonzalo Martinez-Munoz | 2022/4/1 |
Employing convolutional neural networks for continual learning | Marcin Jasiński Michał Woźniak | 2022/6/19 |
Co-Authors
