Nearest Neighbor Algorithm for Information Engineering Surveillance Based on Intelligent Materials
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.
Helen Zhang and David Jin
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