Our Team beta

 

Head of the lab

assoc. prof. Roman Senkerik Ph.D.

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Computational Intelligence
  • Evolutionary Algorithms
  • Optimization
  • Chaos Theory
Senior Researcher

assoc. prof. Zuzana Kominkova Oplatkova Ph.D.

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Artificial Intelligence
  • Soft Computing
  • Evolutionary Symbolic Regression – Analytic Programming
  • Pseudo Neural Nets & Artificial Neural Nets

Junior Researcher

Ing. Michal Pluhacek Ph.D.

Regional Research Centre CEBIA-Tech

Contacts:

Research Focus:

  • Swarm Intelligence
  • Particle Swarm Optimization
  • Adaptive Techniques for Swarm Algorithms
Selected publications
  1. Pluhacek, M., Senkerik, R., & Zelinka, I. (2014). Particle swarm optimization algorithm driven by multichaotic number generator. Soft Computing, 18(4), 631-639.
  2. Pluhacek, M., Senkerik, R., Davendra, D., Oplatkova, Z. K., & Zelinka, I. (2013). On the behavior and performance of chaos driven PSO algorithm with inertia weight. Computers & Mathematics with Applications, 66(2), 122-134.
  3. Pluhacek, M., Senkerik, R., & Davendra, D. (2015). Chaos particle swarm optimization with Eensemble of chaotic systems. Swarm and Evolutionary Computation, 25, 29-35.
  4. Pluhacek, M., Senkerik, R., Viktorin, A., Kadavy, T., & Zelinka, I. (2017, December). A review of real-world applications of particle swarm optimization algorithm. In International Conference on Advanced Engineering Theory and Applications (pp. 115-122). Springer, Cham.
  5. Pluhacek, M., Viktorin, A., Senkerik, R., Kadavy, T., & Zelinka, I. (2017, June). PSO with partial population restart based on complex network analysis. In International Conference on Hybrid Artificial Intelligence Systems (pp. 183-192). Springer, Cham.

Ph.D. student

Ing. Adam Viktorin

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Artificial Intelligence
  • Adaptive strategies for Differential Evolution
  • Running around
Selected publications
  1. Viktorin, A., Senkerik, R., Pluhacek, M., & Kadavy, T. (2017). Modified progressive random walk with chaotic PRNG. International Journal of Parallel, Emergent and Distributed Systems, 1-10.
  2. Viktorin, A., Pluhacek, M., & Senkerik, R. (2016, June). Multi-chaotic system induced success-history based adaptive differential evolution. In International Conference on Artificial Intelligence and Soft Computing(pp. 517-527). Springer, Cham.
  3. Viktorin, A., Senkerik, R., Pluhacek, M., & Zamuda, A. (2016, December). Steady success clusters in Differential Evolution. In Computational Intelligence (SSCI), 2016 IEEE Symposium Series on(pp. 1-8). IEEE.
  4. Viktorin, A., Pluhacek, M., & Senkerik, R. (2016, September). Network based linear population size reduction in SHADE. In Intelligent Networking and Collaborative Systems (INCoS), 2016 International Conference on(pp. 86-93). IEEE.
  5. Viktorin, A., Senkerik, R., Pluhacek, M., & Kadavy, T. (2017, December). L-SHADE algorithm with distance based parameter adaptation. In International Conference on Advanced Engineering Theory and Applications(pp. 69-80). Springer, Cham.

Ph.D. student

Ing. Alzbeta Vlachynska

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Computer Vision
  • Image Processing
  • Biomedicine

Ph.D. student

Ing. Tomas Turecek

Department of Computer and Communication Systems

Contacts:

Research Focus:

  • Time Series Analysis

Ph.D. student

Ing. Tomas Kadavy

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Swarm Intelligence
  • Modern Swarm Algorithms and their Application
  • Coffeeeee
Selected publications
  1. Kadavy, T., Pluhacek, M., Viktorin, A., & Senkerik, R. (2017). Partial Population Restart of Firefly Algorithm Using Complex Network Analysis. In IEEE Symposium Series on Computational Intelligence (SSCI) Proceedings (pp. 2505-2511). New Jersey.
  2. Kadavy, T., Pluhacek, M., Viktorin, A., & Senkerik, R. (2017). Firework algorithm dynamics simulated and analyzed with the aid of complex network. In Proceedings-31st European Conference on Modelling and Simulation, ECMS 2017. European Council for Modelling and Simulation.
  3. Kadavy, T., Pluhacek, M., Viktorin, A., & Senkerik, R. (2017, June). Hypersphere Universe Boundary Method Comparison on HCLPSO and PSO. In International Conference on Hybrid Artificial Intelligence Systems(pp. 173-182). Springer, Cham.
  4. Kadavy, T., Pluhacek, M., Viktorin, A., & Senkerik, R. (2017, June). Comparing strategies for search space boundaries violation in PSO. In International Conference on Artificial Intelligence and Soft Computing(pp. 655-664). Springer, Cham.

Ph.D. student

Ing. Anezka Kazikova

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

  • Swarm Algorithms
  • Optimization
  • Metaheuristics

Ph.D. student

MSc. Luis Antonio Beltran Prieto

Department of Informatics and Artificial Intelligence

Contacts:

Research Focus:

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