Katarzyna Musial
University of Technology
H-index: 32
Asia-India
Top articles of Katarzyna Musial
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Towards Digital Twin-Oriented Complex Networked Systems: Introducing heterogeneous node features and interaction rules | Plos one | Jiaqi Wen Bogdan Gabrys Katarzyna Musial | 2024/1/2 |
Examining the role of structural and functional social network characteristics in the context of chronic pain: An ego-centered network design | The Journal of Pain | Maité Van Alboom Fleur Baert Sónia F Bernardes Lesley Verhofstadt Piet Bracke | 2024/4/10 |
Automated deep learning: Neural architecture search is not the end | Xuanyi Dong David Jacob Kedziora Katarzyna Musial Bogdan Gabrys | 2024/2/26 | |
AutonoML: Towards an Integrated Framework for Autonomous Machine Learning | Foundations and Trends® in Machine Learning | David Jacob Kedziora Katarzyna Musial Bogdan Gabrys | 2024/2/20 |
Corrections to “A Robust Comparative Analysis of Graph Neural Networks on Dynamic Link Prediction” | IEEE Access | Joakim Skarding Matthew Hellmich Bogdan Gabrys Katarzyna Musial | 2024/1/15 |
Heterogeneous Feature Representation for Digital Twin-Oriented Complex Networked Systems | arXiv preprint arXiv:2309.13229 | Jiaqi Wen Bogdan Gabrys Katarzyna Musial | 2023/9/23 |
Review and Assessment of Digital Twin–Oriented Social Network Simulators | Jiaqi Wen Bogdan Gabrys Katarzyna Musial | 2023/9/5 | |
On the Effectiveness of Heterogeneous Ensembles Combining Graph Neural Networks and Heuristics for Dynamic Link Prediction | IEEE Transactions on Network Science and Engineering | Joakim Skarding Bogdan Gabrys Katarzyna Musial | 2023/12/19 |
Machine learning for administrative health records: A systematic review of techniques and applications | Adrian Caruana Madhushi Bandara Katarzyna Musial Daniel Catchpoole Paul J Kennedy | 2023/8/27 | |
Cluster Analysis Using Explainable AI for Confused Learners | Chaitali Samani Katarzyna Musial | 2023/12/4 | |
Digital Twin-Oriented Complex Networked Systems based on Heterogeneous node features and interaction rules | arXiv preprint arXiv:2308.11034 | Jiaqi Wen Bogdan Gabrys Katarzyna Musial | 2023/8/18 |
Inferring actual treatment pathways from patient records | Journal of Biomedical Informatics | Adrian Wilkins-Caruana Madhushi Bandara Katarzyna Musial Daniel Catchpoole Paul J Kennedy | 2023/12/1 |
Effects of Global and Local Network Structure on Number of Driver Nodes in Complex Networks | Abida Sadaf Luke Mathieson Katarzyna Musial | 2023/4/28 | |
Network Disruption via Continuous Batch Removal: The Case of Sicilian Mafia | arXiv preprint arXiv:2310.09987 | Mingshan Jia Pasquale De Meo Bogdan Gabrys Katarzyna Musial | 2023/10/16 |
A network science perspective of graph convolutional networks: A survey | IEEE Access | Mingshan Jia Bogdan Gabrys Katarzyna Musial | 2023/4/20 |
Structural changes in agriculture versus adaptation processes in the world of animals-searching for analogies | Annals of the Polish Association of Agricultural and Agrobusiness Economists | W Musial Kamila Musial | 2022 |
Maximising Influence Spread in Complex Networks by Utilising Community-Based Driver Nodes as Seeds | Abida Sadaf Luke Mathieson Piotr Bródka Katarzyna Musial | 2022/11/16 | |
Net effects: examining strategies for women’s inclusion and influence in ASX200 company boards | Applied Network Science | Deb Verhoeven Katarzyna Musial Gerhard Hambusch Samir Ghannam Mikhail Shashnov | 2022/7/6 |
Skills taught vs skills sought: using skills analytics to identify the gaps between curriculum and job markets | International Conference on Educational Data Mining | Alireza Ahadi Kirsty Kitto Marian-Andrei Rizoiu K Musial-Gabrys | 2022 |
The technological emergence of automl: A survey of performant software and applications in the context of industry | arXiv preprint arXiv:2211.04148 | Alexander Scriven David Jacob Kedziora Katarzyna Musial Bogdan Gabrys | 2022/11/8 |
Co-Authors
