Anna Bogdanova
Orcid: 0000-0003-0502-5381
According to our database1,
Anna Bogdanova
authored at least 15 papers
between 2017 and 2023.
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Bibliography
2023
DC-SHAP Method for Consistent Explainability in Privacy-Preserving Distributed Machine Learning.
Hum. Centric Intell. Syst., September, 2023
Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings.
CoRR, 2023
Topologically-Regularized Multiple Instance Learning for Red Blood Cell Disease Classification.
CoRR, 2023
2022
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration.
CoRR, 2022
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2022, 2022
Using Agent-Based Simulator to Assess Interventions Against COVID-19 in a Small Community Generated from Map Data.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022
2021
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks.
Proceedings of the Domain Adaptation and Representation Transfer, and Affordable Healthcare and AI for Resource Diverse Global Health, 2021
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias.
Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021
2020
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations.
CoRR, 2020
Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2020, 2020
2019
Multiclass Deep Active Learning for Detecting Red Blood Cell Subtypes in Brightfield Microscopy.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019
Franken-swarm: grammatical evolution for the automatic generation of swarm-like meta-heuristics.
Proceedings of the Genetic and Evolutionary Computation Conference Companion, 2019
2017
Proceedings of the 27th IEEE International Workshop on Machine Learning for Signal Processing, 2017
The Issues of Teaching English and German for Specific Purposes to the Academic Staff of a Technical University.
Proceedings of the Teaching and Learning in a Digital World - Proceedings of the 20th International Conference on Interactive Collaborative Learning, 2017