Nearest Neighbor Algorithm for Information Engineering Surveillance Based on Intelligent Materials
Hong Zhi Liu, Zhen Hua Wang · Applied Mechanics and Materials · 2011
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.