Bita Shams , Faculty Member of Alzahra University

Publications

  • N. Hazrati, B.Shams and S. Haratizadeh. Entity representation for pairwise collaborative ranking using restricted Boltzmann machine, Expert Systems with Applications 116 (2019): 161-171.
  • B. Shams and S.Haratizadeh, "Reliable graph-based collaborative ranking. Information Sciences 432 (2018): 116-132. [Codes] [pdf]
  • B. Shams, and S. Haratizadeh. Item-based collaborative ranking. Knowledge-Based Systems 152 (2018): 172-185. [Codes]
  • B.Shams, S. Haratizadeh, IteRank: An iterative network-oriented approach to neighbor-based collaborative ranking, Knowledge-Based Systems 128 (2017): 102-114. [Codes] [pdf]
  • B. Shams, S. Haratizadeh, GraphLoc: a graph based approach for automatic detection of significant locations from GPS trajectory data, Journal of Spatial Science (2017): 1-20.
  • B. Shams, S. Haratizadeh, SibRank: Signed bipartite network analysis for neighbor-based collaborative ranking, Physica A: Statistical Mechanics and Its Applications. 458 (2016) 364–377. 458 (2016) 364–377. [Codes] [pdf]
  • B. Shams, S. Haratizadeh, Graph-based collaborative ranking, Expert Systems with Applications. 67 (2017) 59–70. doi:10.1016/j.eswa.2016.09.013. [Codes] [pdf]
  • B. Shams, S. Haratizadeh, TasteMiner: Mining partial tastes for neighbor-based collaborative filtering, Journal of Intelligent Information Systems.1-25 (2016).
  • B. Shams, M. Khansari, On the impact of epidemic severity on network immunization algorithms., Theoretical Population Biology. 106 (2015) 83–93.
  • B. Shams, M. Khansari, Using network properties to evaluate targeted immunization algorithms, Network Biology. 4 (2014) 74–94.
  • B. Shams, M. Khansari, Immunization of complex networks using stochastic hill-climbing algorithm, in: ICCKE 2013, IEEE, Mashhad, 2013: pp. 283–288.