Exploiting Determinism to Scale Relational Inference

Faculty Science Year: 2015
Type of Publication: ZU Hosted Pages:
Authors:
Mohammed Hamza Mahmoud Ibrahim
Journal: AAAI Conference on Artificial Intelligence AAAI Press Volume:
Keywords : Exploiting Determinism , Scale Relational Inference    
Abstract:
One key challenge in statistical relational learning (SRL) is scalable inference. Unfortunately, most realworld problems in SRL have expressive models that translate into large grounded networks, representing a bottleneck for any inference
   
     
 
       

Author Related Publications

  • Mohammed Hamza Mahmoud Ibrahim, "A Generic Search Heuristic Based on Survey Propagation to Solve CSPs", AAAI Press, 2012 More
  • Mohammed Hamza Mahmoud Ibrahim, "Improving Probabilistic Inference in Graphical Models with Determinism and Cycles", springer, 2016 More
  • Mohammed Hamza Mahmoud Ibrahim, "Log-odd: A New Method for Improving an HMM Decoding for Gene Finding", K. J. of science & engineering, 2012 More
  • Mohammed Hamza Mahmoud Ibrahim, "Improving the Performance of an HMM for Protein Family Modeling", Science Alert, 2007 More

Department Related Publications

  • Rodyna Ahmed Mahmoud, "Pre-Open Sets with Ideal", Scientific Research Platform (SRP), 2013 More
  • Rodyna Ahmed Mahmoud, "ON BCL-ALGEBRA", Council for Innovative Research, 2013 More
  • Yasser AbdelAziz Amer Tolba, "The improved (G’/G) - expansion method for constructing exact traveling wave solutions for a nonlinear PDE of nanobiosciences", USA, 2013 More
  • Alaa Hassan Attia Hassan, "A Unified Representation of Some Starlike and Convex Harmonic Functions with Negative Coefficients", AGH University of Science and Technology Press, Krakow 2013, Poland, 2013 More
  • Alaa Hassan Attia Hassan, "Generalizations of Hadamard Procuct of Certain Meromorphic Multivalent Functions with Positive Coefficients", Istanbul Universitesi, Turkey, 2013 More
Tweet