Palina Bartashevich
M.Sc. Palina Bartashevich
Faculty of Computer Science
Chair of Computational Intelligence
Chair of Computational Intelligence
Gebäude 29, Universitätsplatz 2,
39106 Magdeburg,
G29-016
Palina Bartashevich is a Ph.D. student since October 2016 at the Otto von Guericke University in Magdeburg, Germany. She studied Mathematics in Belarusian State University in Minsk, Belarus and received her master’s degree with specialisation “Computer Mathematics and System Analysis” in June 2016. Her research interest at the Otto von Guericke University is focused on the areas of swarm intelligence and swarm robotics, in particular on decision-making of individuals in a swarm.
Journal Papers
- Palina Bartashevich and Sanaz Mostaghim
- Multi-Featured Collective Perception with Evidence Theory: Tackling Spatial Correlations
- Accepted. Journal on Swarm Intelligence, 2021
International Conference Papers (peer-reviewed)
- Palina Bartashevich, Doreen Koerte and Sanaz Mostaghim
- Impact of Communication Topology on PSO-based Swarms in Vector Fields
- In the Proceedings of the IEEE Symposium Series on Computational Intelligence (SSCI), Canberra, Australia, December 2020, pp. 497-504, doi: 10.1109/SSCI47803.2020.9308526 --> Link
- Michael Crosscombe, Jonathan Lawry and Palina Bartashevich
- Evidence Propagation and Consensus Formation in Noisy Environments
- In the Proceedings of the International Conference on Scalable Uncertainty Managment: SUM 2019. Lecture Notes in Computer Science, vol 11940. Springer, pp. 310-323, December 2019
- Palina Bartashevich and Sanaz Mostaghim
- Ising Model as a Switch Voting Mechanism in Collective Perception (Download)
- Progress in Artificial Intelligence. EPIA 2019. Lecture Notes in Computer Science, vol 11805. Springer, pp. 617-629, August 2019 --> Link
- Palina Bartashevich and Sanaz Mostaghim
- Benchmarking Collective Perception: New Task Difficulty Metrics for Collective Decision-Making (Download)
- Progress in Artificial Intelligence. EPIA 2019. Lecture Notes in Computer Science, vol 11804. Springer, pp. 699-711, August 2019 --> Link
- Palina Bartashevich and Sanaz Mostaghim
- Positive Impact of Isomorphic Changes in the Environment on Collective Decision-Making (Download)
- In the Proceedings of the Genetic and Evolutionary Computation Conference Companion (GECCO), ACM, 105-106, July 2019 --> Link
- Palina Bartashevich, Welf Knors and Sanaz Mostaghim
- Vector Field Benchmark for Collective Search in Unknown Dynamic Environments (Download)
- In the Proceedings of the 11th International Conference on Swarm intelligence: ANTS 2018, Rome, Italy, October 2018 Springer, S. 411-419 - (Lecture Notes in Computer Science; 11172), 2018 --> Link
- Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, and Leonardo Vanneschi
- PSO-based Search Rules for Aerial Swarms Against Unexplored Vector Fields via Genetic Programming
- In the Proceedings of Parallel Problem Solving from Nature - PPSN XV: 15th International Conference, Coimbra, Portugal, S. 41-53 - (Lecture Notes in Computer Science; 11101), 2018 --> Link --> (Download)
- Palina Bartashevich, Illya Bakurov, Sanaz Mostaghim, and Leonardo Vanneschi
- Evolving PSO Algorithm Design in Vector Fields Using Geometric Semantic GP (Download)
- In the Proceedings of the ACM Genetic and Evolutionary Computation Conference (GECCO), Pages 262-263, Kyoto, July 2018 --> Link
- Palina Bartashevich, Doreen Koerte and Sanaz Mostaghim
- Energy-Saving Decision Making for Aerial Swarms: PSO-based Navigation in Vector Fields (Download)
- In the Proceedings of the IEEE Swarm Intelligence Symposium, IEEE SSCI 2017, Pages 1848-1855, November 2017 --> Link
- Palina Bartashevich, Luigi Grimaldi and Sanaz Mostaghim
- PSO-based Search Mechanism in Dynamic Environments: Swarms in Vector Fields (Download)
- In the Proceedings of IEEE Congress on Evolutionary Computation (CEC), Pages 1263 - 1270, IEEE, San Sebastian, Spain, June 2017 --> Link
Advisor of Bachelor and Master Theses
Finished:
- Doreen Körte
- Cooperation of Swarms in Unknown Environments
- Master Thesis, OVGU
- Supervision: Sanaz Mostaghim
- Advisor: Palina Bartashevich
- September 2020
- Welf Knors
- Modeling the Dynamics of Environments in Collective Robotic Search
- Bachelor Thesis, OVGU
- Supervision: Sanaz Mostaghim
- Advisor: Palina Bartashevich
- August 2018
- Doreen Körte
- Decision Making Swarms in Dynamic Environments
- Bachelor Thesis, OVGU
- Supervision: Sanaz Mostaghim
- Advisor: Palina Bartashevich
- September 2017
- Luigi Grimaldi
- Swarms in Vector Fields
- Master Thesis, OVGU
- Supervision: Sanaz Mostaghim
- Advisor: Palina Bartashevich
- April 2017