Improving Probabilistic Inference in Graphical Models with Determinism and Cycles

Faculty Science Year: 2016
Type of Publication: ZU Hosted Pages:
Authors:
Mohammed Hamza Mahmoud Ibrahim
Journal: Machine Learning Journal springer Volume:
Keywords : Improving Probabilistic Inference , Graphical Models with    
Abstract:
Many important real-world applications of machine learning, statistical physics, constraint programming and information theory can be formulated using graphical models that involve determinism and cycles. Accurate and efficient inference an
    
     
 
       

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, "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
  • Mohammed Hamza Mahmoud Ibrahim, "Exploiting Determinism to Scale Relational Inference", AAAI Press, 2015 More

Department Related Publications

  • Alaa Hassan Attia Hassan, "Subclass of Multivalent β-Uniformly Functions with Varying Arguments", Hindawi Publishing Corporation, USA, 2013 More
  • Elsayed Mahsoub Ahmed Nigm, "Security Analysis of Reverse Encryption Algorithm for Databases", أمريكا, 2013 More
  • Imam Gomaa Imam Omar, "Asymmetric and s-Complete i-v and Bipolar Fuzzy Matrices", Iceland, 2013 More
  • Khaled Lotfy Mohamed Azab, "Effect of Magnetic Field and a Mode-I Crack 3D-Problem in Micropolar Thermoelastic Cubic Medium Possessing Under Three Theories", Islamic Azad University-Arak Branch, 2013 More
  • Zainab AbdelFattah AbdulJalil Mustafa, "ON INTUITIONISTIC FUZZY SYNTOPOGENOUS STRUCTURES", ETMS, 2008 More
Tweet