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Department of Computer Science Faculty & Staff

Dr. Moayed Daniel Daneshyari Dr. Moayed Daniel Daneshyari Assistant Professor, Graduate Program Coordinator, Computer Science Location:Science and Technology120 Phone:757-728-6406 Expertise:Deep Learning, Machine Learning, Computational Intelligence, Bio-inspired Algorithms, Robotics, Networking,

Publications: 

  • Liyanaarachchi, A., Daneshyari, M.D., & Muhammad, J.A., & Boonthum-Denecke, C. (2019) Handwritten digit recognition using Backpropagation learning with multilayer Perceptron. Journal of Computer Science and Information Technology (to be published in December 2019).
  • Anderson J., Muhammad J.A., & Daneshyari M.D., (June 2019). “Modeling Transactions after Genes to Predict Instances of Fraudulent Banking and Credit Transactions”, Journal of Computer Science and Information Technology, Vol. 7, No. 1.
  • Williams, M. & Daneshyari, M.D. (2016) Clonal vs. Negative Selection in Artificial Immune Systems (AIS). Symposium on Computing at Minority Institutions, Winston-Salem, NC.
  • Daneshyari, M.D. (2014) Cultural swarms for optimization: Constrained, multiobjective and dynamic optimization. LAP Lambert Academic Publishing, Saarbrücken, Germany. (ISBN: 978-3-659-14134-8)
  • Daneshyari, M.D. & Yen, G.G. (2012) Cultural-based particle swarm for dynamic optimisation problems. International Journal of System Science, Special Issue: Computational Intelligence Optimisation in the Presence of Uncertainties, 43(7), 1284-1304.
  • Daneshyari, M.D. & Yen, G.G. (2012) Constrained multiple-swarm particle swarm optimization within a cultural framework. IEEE Transactions on Systems, Man, and Cybernetics, Part A: Systems and Humans, 42(2), 475-490.
  • Daneshyari, M.D. & Yen, G.G. (2011). Cultural multiobjective PSO with sensitivity analysis for parameters using additive binary epsilon indicator. International Journal of Computational Intelligence and Applications (IJCIA), Imperial College Press, 10(2), 121-139.
  • Daneshyari, M.D. & Yen, G.G. (2011) Cultural-based multiobjective particle swarm optimization. IEEE Transaction on Systems, Man, and Cybernetics, Part B: Cybernetics, 41(2), 553-567.
  • Daneshyari, M.D. & Yen, G.G. (2011) Dynamic optimization using cultural based PSO. Proceeding of IEEE Congress on Evolutionary Computation, New Orleans, Louisiana, 509-516.
  • Daneshyari, M.D. & Yen, G.G. (2010) Solving constrained optimization using multiple swarm cultural PSO with inter-swarm communication.  Proceeding of IEEE Congress on Evolutionary Computation, Barcelona, Spain, 1-8.
  • Daneshyari, M.D. (2010) Bifurcation and nonlinear dynamics in neural network: Theory and application. LAP Lambert Academic Publishing, Saarbrücken, Germany. (ISBN: 978-3-8383-6588-6)
  • Daneshyari M.D., Kamkar L.L., & Daneshyari M. (2010) Epileptic EEG: A Comprehensive Study of Nonlinear Behavior. In: Arabnia H. (Eds.) Advances in Computational Biology. Advances in Experimental Medicine and Biology, Vol 680. Springer, New York, NY, 677-683.
  • Daneshyari, M.D. (2010) Chaotic neural network controlled by particle swarm with decaying chaotic momentum for pattern recognition. Journal of Neural Computing and Applications, 19(4), 637-645, 2010.
  • Yen G.G. & Daneshyari, M.D. (2008) Diversity-based information exchange among multiple swarms in particle swarm optimization. International Journal of Computational Intelligence and Applications (IJCIA), Imperial College Press, 7(1), 57-75.