Anna Bogdanova

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 19

Top Topics

Multiple Instance

Fourier Transform

Data Representations

Top Venues

GECCO (Companion)

Publications

Anna Bogdanova, Akira Imakura, Tetsuya Sakurai
DC-SHAP Method for Consistent Explainability in Privacy-Preserving Distributed Machine Learning. Hum. Centric Intell. Syst. 3 (3) (2023)
Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Carsten Marr, Bastian Rieck
Topologically-Regularized Multiple Instance Learning for Red Blood Cell Disease Classification. CoRR (2023)
Akihiro Mizoguchi, Anna Bogdanova, Akira Imakura, Tetsuya Sakurai
Data Collaboration Analysis applied to Compound Datasets and the Introduction of Projection data to Non-IID settings. CoRR (2023)
Mitsuteru Abe, Fabio Henrique Kiyoiti dos Santos Tanaka, Jair Pereira Junior, Anna Bogdanova, Tetsuya Sakurai, Claus Aranha
Using Agent-Based Simulator to Assess Interventions Against COVID-19 in a Small Community Generated from Map Data. AAMAS (2022)
Anna Bogdanova, Akira Imakura, Tetsuya Sakurai, Tomoya Fujii, Teppei Sakamoto, Hiroyuki Abe
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration. CoRR (2022)
Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Anomaly-Aware Multiple Instance Learning for Rare Anemia Disorder Classification. MICCAI (8) (2022)
Salome Kazeminia, Ario Sadafi, Asya Makhro, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Anomaly-aware multiple instance learning for rare anemia disorder classification. CoRR (2022)
Akira Imakura, Anna Bogdanova, Takaya Yamazoe, Kazumasa Omote, Tetsuya Sakurai
Accuracy and Privacy Evaluations of Collaborative Data Analysis. CoRR (2021)
Ario Sadafi, Lucía María Moya Sans, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias. ISBI (2021)
Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Sickle Cell Disease Severity Prediction from Percoll Gradient Images using Graph Convolutional Networks. CoRR (2021)
Ario Sadafi, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Sickle Cell Disease Severity Prediction from Percoll Gradient Images Using Graph Convolutional Networks. DART/FAIR@MICCAI (2021)
Ario Sadafi, Lucía María Moya Sans, Asya Makhro, Leonid Livshits, Nassir Navab, Anna Bogdanova, Shadi Albarqouni, Carsten Marr
Fourier Transform of Percoll Gradients Boosts CNN Classification of Hereditary Hemolytic Anemias. CoRR (2021)
Ario Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr
Attention Based Multiple Instance Learning for Classification of Blood Cell Disorders. MICCAI (5) (2020)
Ario Sadafi, Asya Makhro, Anna Bogdanova, Nassir Navab, Tingying Peng, Shadi Albarqouni, Carsten Marr
Attention based Multiple Instance Learning for Classification of Blood Cell Disorders. CoRR (2020)
Anna Bogdanova, Akie Nakai, Yukihiko Okada, Akira Imakura, Tetsuya Sakurai
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations. CoRR (2020)
Anna Bogdanova, Jair Pereira Junior, Claus Aranha
Franken-swarm: grammatical evolution for the automatic generation of swarm-like meta-heuristics. GECCO (Companion) (2019)
Ario Sadafi, Niklas Koehler, Asya Makhro, Anna Bogdanova, Nassir Navab, Carsten Marr, Tingying Peng
Multiclass Deep Active Learning for Detecting Red Blood Cell Subtypes in Brightfield Microscopy. MICCAI (1) (2019)
Elena Zakharova, Anna Bogdanova, Maria Vitalievna Netesova
The Issues of Teaching English and German for Specific Purposes to the Academic Staff of a Technical University. ICL (2) (2017)
Bernardo B. Gatto, Anna Bogdanova, Lincon Sales de Souza, Eulanda Miranda dos Santos
Hankel subspace method for efficient gesture representation. MLSP (2017)