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Hindi Journal of Electrical Engineering and Electronic TechnologyISSN: 2325-9833
Mohammad Dabbas Author
Subjects of specialization
Affiliation
Fuzzy Inference Engine (FIE), Statistical bootstrapping, Tachnoeconomic Forecasting, Artificial neural network, Pseudoreplicates
Department of Engineering, Broward College, Coconut Creek, Florida, USA
Biography
Mohammad Dabbas Department of Engineering, Broward College, Coconut Creek, Florida, USA and he had a research publication on Constructive ANN with Dynamically Set Sigmoid: A Simulation Tool for Technoeconomic Forecasting
Publications
Research Article Subscription
Neuro-Fuzzy Approach Towards Technoeconomic Forecasting
Author(s): Dolores De Groff, Mohammad Dabbas and Perambur Neelakanta
Proposed in this paper is a fuzzy inference engine (FIE) intended to ascertain ex ante forecast details on a dependent variable y, based on a set of ex post information gathered on y in technoeconomic contexts. The FIE constructed thereof conforms to an artificial neural network (ANN), and, the ANN outcome deduced yields the forecasting on the temporal evolution of y(t) in the ex ante time-frame (t) vis-à-vis a set of ex post data availed. The ex post data available is however, sparse and inadequate for robust forecasting. Therefore, its cardinality is first improved and sufficient number of such sets is obtained as pseudoreplicates via statistical boots... view more»
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