Attribute network computing based on qualitative mapping and its application in pattern recognition

作者：Feng Jili^*

来源：Journal of Intelligent and Fuzzy Systems, 2008, 19(4-5): 243-258.

• Qualitative mapping
• attribute network computing
• intelligence fusion
• expert system
• artificial neural network
• support vector machine
• pattern recognition

It is shown in this paper that a qualitative mapping model of pattern recognition can be induced by the basic princeple that the pattern P({(x(j), y '(x(j))}) constructed by the set of the pair of varibale x(j) and its computing value y '(x(j)) of a function y = f(x) could be considered as the graph of y(x), and a logic circuit, called Attribute Network Computing can be constructed by the relation between the input and output of qualitative mapping, such that not only a lot of artificial intelligent methods, such as Expert Syatem, Artificial Neural Network, and Support Vector Machine can be fused and unified in it, but also a lot of pattern recognition can be implemented by it.

• 出版日期2008
• 单位上海海事大学