CFP: IJAR special issue on Probabilistic Logic Programming

Call for Papers
  International Journal of Approximate Reasoning   (IJAR) 
  Special Issue on Probabilistic Logic Programming (PLP)

Deadline:   15th December 2014

Authors should prepare their manuscript according to the Guide for Authors available from the online submission page of the (IJAR) at Authors must select “Special Issue: Probabilistic LP” when they reach the “Article Type” step in the submission process. All papers will be peer-reviewed following the IJAR reviewing procedures.

Papers for the special issue are solicited in all areas of Probabilistic Logic Programming. Including but not restricted to:

  • probabilistic logic programming formalisms
  • parameter estimation
  • statistical inference
  • implementations
  • structure learning
  • reasoning with uncertainty
  • constraint store approaches
  • stochastic and randomised algorithms
  • probabilistic knowledge representation and reasoning
  • constraints in statistical inference
  • applications, such as
    • bioinformatics
    • semantic web
    • robotics
  • probabilistic graphical models
  • Bayesian learning
  • tabling for learning and stochastic inference
  • MCMC
  • stochastic search
  • labelled logic programs
  • integration of statistical software

Further information:

Guest editors
  Nicos Angelopoulos (Imperial College, UK)
  Angelika Kimmig (KU Leuven, BE)