Bogdanova Anna

Affiliation

Faculty of Engineering, Information and Systems

Official title

Assistant Professor

Email

/2??]3@852?@G2Tc_4D]EDF<F32]24];A

Research fields

Computational science

Research keywords

Machine Learning, Distributed Data Analysis, Privacy, Interpretability

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

• 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

(Last updated: 2021-10-15)