Bogdanova Anna

Affiliation

Institute of Systems and Information Engineering

Official title

Assistant Professor

Email

Research fields


Computational science

Research keywords


Machine Learning, Distributed Data Analysis, Privacy, Explainability, Multi-Agent Simulation

Career history


2018-10 -- 2021-06	University of TsukubaCenter for Artificial Intelligence Researchpostdoctoral researcher

Academic background


2013-04 -- 2016-03	University of Tsukuba School of Comprehensive Human Sciences World Heritage Studies

Degree


2016-03	Ph.D.	University of Tsukuba

Articles

Simulating Disease Spread During Disaster Scenarios
Jiang Shiyu; Kim Heejoong; Tanaka Fabio; Aranha Claus...
ALIFE 2023: Ghost in the Machine: Proceedings of the 2023 Artificial Life Conference, 2023-07-24
DC-SHAP Method for Consistent Explainability in Privacy-Preserving Distributed Machine Learning
Bogdanova Anna; Imakura Akira; Sakurai Tetsuya
Human-Centric Intelligent Systems/(3)/pp.197-230, 2023-07-06
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration
Bogdanova Anna; Imakura Akira; Sakurai Tetsuya; Fujii To...
In: Proceedings of Principle and practice of data and Knowledge Acquisition Workshop 2022 (PKAW 2022), 2022-03
Achieving Transparency in Distributed Machine Learning with Explainable Data Collaboration
Bogdanova Anna
Proceedings of the Principle and practice of data and Knowledge Acquisition Workshop (Shanhai, 2022), 2022-11
Using Agent-Based Simulator to Assess Interventions Against COVID-19 in a Small Community Generated from Map Data
Mitsuteru Abe; Tanaka Fabio; Junior Jair Pereira; Bogdano...
AAMAS '22: Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022-03
Accuracy and Privacy Evaluations of Collaborative Data Analysis
Imakura Akira; Bogdanova Anna; Yamazoe Takaya; Omote Kaz...
Proceedings of AAAI-21 Workshop on Privacy-Preserving Artificial Intelligence, 2021-02
Federated Learning System without Model Sharing through Integration of Dimensional Reduced Data Representations
Bogdanova Anna; Nakai Akie; Okada Yukihiko; Imakura Akir...
Proceedings of IJCAI 2020 International Workshop on Federated Learning for User Privacy and Data Confidentiality, 2021-01
Risk and Advantages of Federated Learning for Health Care Data Collaboration
Bogdanova Anna; Attoh-Okine Nii; Sakurai Tetsuya
ASCE-ASME Journal of Risk and Uncertainty in Engineering Systems, Part A: Civil Engineering/6(3), 2020-06
Franken-Swarm: Grammatical Evolution for the Automatic Generation of Swarm-like Meta-heuristics
Bogdanova Anna; Jair Pereora; Claus Aranha
Genetic and Evolutionary Computation Conference Companion (GECCO ’19 Companion), 2019-07
Henkel Subspace Method for Efficient Gesture Representation
Bernardo Gatto; Bogdanova Anna; Lincoln Souza; Eulanda S...
Proceedings of IEEE Machine Learning for Signal Processing, 2017-09
The Effects of Heritage Protection Policies on Living Vernacular Heritage: The Case of Ukrainian Wooden Churches
Bogdanova Anna; Yasufumi Uekita
Journal of World Heritage Studies/(2)/pp.55-68, 2016-12
Community-Based Maintenance of Historical Wooden Churches in Lviv Region
Bogdanova Anna; Yasufumi Uekita
Journal of Asian Architecture and Building Engineering/14(3)/pp.499-504, 2015-09

Conference, etc.

Explainability and Fairness of Distributed Data Analysis
Bogdanova Anna; Imakura Akira; Sakurai Tetsuya
10th International Congress on Industrial and Applied Mathematics (ICIAM2023)/2023-08-20--2023-08-25
Explainability and Fairness of Distributed Data Analysis
Bogdanova Anna
ICIAM23 - AI for Health and Medicine Minisimposium/2023-08-21--2023-08-21
Cost-Efficient Integrated Analysis of Distributed Data in Secure Environments
Sakurai Tetsuya; Imakura Akira; Ye Xiucai; Bogdanova Ann...
SIAM Conference on Computational Science and Engineering (CSE23)/2023-02-26--2023-03-03

Teaching


2023-10 -- 2024-02	Research in Computer Science IIf	University of Tsukuba.
2023-10 -- 2024-02	Research in Computer Science If	University of Tsukuba.
2023-04 -- 2023-08	Research in Computer Science Is	University of Tsukuba.
2023-04 -- 2023-08	Research in Computer Science IIs	University of Tsukuba.
2023-04 -- 2023-08	Seminar in Computer Science s	University of Tsukuba.
2023-10 -- 2024-02	Research in Computer Science f	University of Tsukuba.
2023-10 -- 2024-02	Seminar in Computer Science f	University of Tsukuba.
2023-10 -- 2024-02	Computer Science Seminar B	University of Tsukuba.
2023-04 -- 2023-08	Computer Science Seminar B	University of Tsukuba.
2023-10 -- 2024-02	Computer Science Seminar Af	University of Tsukuba.
more...

(Last updated: 2023-09-01)