Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  investigate state-space abstraction methods for computing approximate probabilities with Bayesian networks. These methods approximate Bayesian networks by aggregating the states of variables.  implement an iterative approximation procedure based on this idea, and the procedure demonstrates the desirable anytime property in experiments. Further theoretical analysis reveals special properties of the approximations, and  exploit these properties to design heuristics for improving performance profiles of the iterative procedure. 2002 Elsevier Science Inc. All rights reserved.
['Chao-Lin Liu', 'Michael P. Wellman']
I am writing a research paper on a idea Evaluation of Bayesian networks with flexible state-space abstraction methods
[{"from": "human", "value": "I am writing a research paper on a idea Evaluation of Bayesian networks with flexible state-space abstraction methods"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely:  investigate state-space abstraction methods for computing approximate probabilities with Bayesian networks. These methods approximate Bayesian networks by aggregating the states of variables.  implement an iterative approximation procedure based on this idea, and the procedure demonstrates the desirable anytime property in experiments. Further theoretical analysis reveals special properties of the approximations, and  exploit these properties to design heuristics for improving performance profiles of the iterative procedure. 2002 Elsevier Science Inc. All rights reserved."}]