Publications

  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

 

Last Modification: 14.11.2021 - Contact Person: Webmaster