Nearest Neighbor Algorithm for Information Engineering Surveillance Based on Intelligent Materials

Abstract:

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To improve efficiency of information engineering surveillance, expert system was introduced. First, describes the theory of expert system and the necessity of expert system for information engineering surveillance; Second, designed the system architecture, analysis how to store the cases of the system and describes a case retrieval algorithm, introduce information entropy, compute information gain; Finally, make an better Nearest neighbor algorithm method, the improved algorithm has overcome the traditional K-NN method’s inadequate.

Info:

Periodical:

Edited by:

Helen Zhang and David Jin

Pages:

264-267

DOI:

10.4028/www.scientific.net/AMM.63-64.264

Citation:

H. Z. Liu and Z. H. Wang, "Nearest Neighbor Algorithm for Information Engineering Surveillance Based on Intelligent Materials", Applied Mechanics and Materials, Vols. 63-64, pp. 264-267, 2011

Online since:

June 2011

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Price:

$35.00

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