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Hindi Journal of Electrical Engineering and Electronic TechnologyISSN: 2325-9833
Perambur Neelakanta Author
Subjects of specialization
Affiliation
Fuzzy Inference Engine, Tachnoeconomic Forecasting, Artificial neural network, Statistical bootstrapping, Pseudoreplicates
Department of Computer and Electrical Engineering and Computer Science, College of Engineering and Computer Science, Florida Atlantic University, Boca Raton, USA
Biography
Perambur Neelakanta Department of Computer and Electrical Engineering and Computer Science, College of Engineering and Computer Science, Florida Atlantic University, Boca Raton, USA, and had 76 publications on Assessment of RCS-specific SNR and Loglikelihood Function in Detecting Low-observable Targets and Drones Illuminated by a Low Probability of Intercept Radar Operating in Littoral Regions
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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