Method of learning implication networks from empirical data: algorithms and Monte Carlo simulation based validation

Keyphrases

• Monte Carlo Simulation 100%
• Learning Methods 100%
• Data Collection Algorithm 100%
• Implication Networks 100%
• Simulation Validation 100%
• Bayesian Network 66%
• Pearl 66%
• Prediction Method 33%
• Relationship-based 33%
• Efficient Inference 33%
• Induction Method 33%
• Evidential Reasoning 33%
• Dempster-Shafer 33%
• Update Mechanism 33%
• Dependence Relationship 33%
• Network Requirements 33%
• Network Node 33%
• Belief Updating 33%
• Probabilistic Networks 33%
• Statistical Testing 33%
• Styles of Reasoning 33%
• Algorithmic Approach 33%
• Knowledge Domain 33%
• Probabilistic Reasoning 33%
• Implication Relation 33%
• Uncertain Knowledge 33%
• Stochastic Simulation Method 33%

Computer Science

• Bayesian Network 100%
• Monte Carlo Simulation 100%
• dempste-shaf 50%
• Modified Version 50%
• Probabilistic Network 50%
• Stochastic Simulation 50%
• Probabilistic Reasoning 50%
• Knowledge Domain 50%

Economics, Econometrics and Finance

• Bayesian 100%
• Monte Carlo Simulation 100%