Anna Bogdanova

19 papers A 1Journal 10Unranked 8

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