Time-series modeling in a blackboard-based coupled expert system

Time-series modeling in a blackboard-based coupled expert system

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Article ID: iaor19932328
Country: Serbia
Volume: 1
Start Page Number: 179
End Page Number: 194
Publication Date: Dec 1991
Journal: Yugoslav Journal of Operations Research
Authors: , ,
Keywords: information theory, time series & forecasting methods, decision theory
Abstract:

This paper is devoted to the selection of an appropriate model for a time-series. It is a complex problem which requires both types of processing: numerical and symbolic. The idea was to develop a coupled expert system FILTEX which upgrades a professional digital signal processing software package SIG by symbolic knowledge representing expert knowledge used for time-series modeling. FILTEX blackboard architecture enables opportunistic problem-solving. The appropriateness of using frames for the blackboard implementation is briefly discussed.

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