BOGDANOVA Anna

Affiliation
Institute of Systems and Information Engineering
Official title
Assistant Professor
Email
Gx''Ey( {x'(/x<KGz,E-,.$.yxExzE#)
Research fields
Computational science
Research keywords
Machine Learning, Distributed Data Analysis, Privacy, Explainability, Multi-Agent Simulation
Career history
2018-10 -- 2021-06University of TsukubaCenter for Artificial Intelligence Researchpostdoctoral researcher
Academic background
2013-04 -- 2016-03University of Tsukuba School of Comprehensive Human Sciences World Heritage Studies
Degree
2016-03Ph.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 -- 2024-02Research in Computer Science IIfUniversity of Tsukuba.
2023-10 -- 2024-02Research in Computer Science IfUniversity of Tsukuba.
2023-04 -- 2023-08Research in Computer Science IsUniversity of Tsukuba.
2023-04 -- 2023-08Research in Computer Science IIsUniversity of Tsukuba.
2023-04 -- 2023-08Seminar in Computer Science sUniversity of Tsukuba.
2023-10 -- 2024-02Research in Computer Science fUniversity of Tsukuba.
2023-10 -- 2024-02Seminar in Computer Science fUniversity of Tsukuba.
2023-10 -- 2024-02Computer Science Seminar BUniversity of Tsukuba.
2023-04 -- 2023-08Computer Science Seminar BUniversity of Tsukuba.
2023-10 -- 2024-02Computer Science Seminar AfUniversity of Tsukuba.
more...

(Last updated: 2023-09-01)