International Journal of Approximate Reasoning, Volume 42

Volume 42, Numbers 1-2, May 2006

• Peter J. F. Lucas, José A. Gámez, Antonio Salmerón:
  Special issue on PGM'04: Second European workshop on probabilistic graphical models 2004. 1-3
  
• Mark Chavira, Adnan Darwiche, Manfred Jaeger:
  Compiling relational Bayesian networks for exact inference. 4-20
  
• Barry R. Cobb, Prakash P. Shenoy:
  Operations for inference in continuous Bayesian networks with linear deterministic variables. 21-36
  
• A. J. Feelders, Linda C. van der Gaag:
  Learning Bayesian network parameters under order constraints. 37-53
  
• Vanessa Romero, Rafael Rumí, Antonio Salmerón:
  Learning hybrid Bayesian networks using mixtures of truncated exponentials. 54-68
  
• Carsten Riggelsen:
  Learning parameters of Bayesian networks from incomplete data via importance sampling. 69-83
  
• Manfred Jaeger, Jens Dalgaard Nielsen, Tomi Silander:
  Learning probabilistic decision graphs. 84-100
  
• Finn Verner Jensen, Thomas D. Nielsen, Prakash P. Shenoy:
  Sequential influence diagrams: A unified asymmetry framework. 101-118
  
• Andrés Cano, Manuel Gómez, Serafín Moral:
  A forward-backward Monte Carlo method for solving influence diagrams. 119-135
  

Volume 42, Number 3, August 2006

• Ronald R. Yager:
  Generalizing variance to allow the inclusion of decision attitude in decision making under uncertainty. 137-158
  
• Katsuhiro Honda, Hidetomo Ichihashi:
  Fuzzy local independent component analysis with external criteria and its application to knowledge discovery in databases. 159-173
  
• Peter Dawyndt, Hans De Meyer, Bernard De Baets:
  UPGMA clustering revisited: A weight-driven approach to transitive approximation. 174-191
  
• Damjan Skulj:
  Jeffrey's conditioning rule in neighbourhood models. 192-211
  
• Vladik Kreinovich, Gang Xiang, Scott Ferson:
  Computing mean and variance under Dempster-Shafer uncertainty: Towards faster algorithms. 212-227
  
• Thierry Denoeux:
  Constructing belief functions from sample data using multinomial confidence regions. 228-252
  

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