Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Fuzzy system has been proved to be a universal approximator, yet the curse of dimensionality is still the unsolved problem for it. Class association rules (CARs) are interesting and frequent patterns derived from data through adapted Apriori algorithm. Using CARs to build the fuzzy rule base of fuzzy system can solve the curse of dimensionality problem effectively. Thus, a novel fuzzy system based on CARs is proposed in this paper. The process of how to build the fuzzy system and its whole execution are presented in detail. Furthermore, comparative experiments are also made to prove the effectiveness of the presented strategy.
['Ren Jia', 'Zhang Yibo']
I am writing a research paper on a idea Fuzzy System Based on Class Association Rules
[{"from": "human", "value": "I am writing a research paper on a idea Fuzzy System Based on Class Association Rules"}, {"from": "gpt", "value": "Thats a unique idea.You should consider the following idea to enhance your idea so that it would impact uniquely: Fuzzy system has been proved to be a universal approximator, yet the curse of dimensionality is still the unsolved problem for it. Class association rules (CARs) are interesting and frequent patterns derived from data through adapted Apriori algorithm. Using CARs to build the fuzzy rule base of fuzzy system can solve the curse of dimensionality problem effectively. Thus, a novel fuzzy system based on CARs is proposed in this paper. The process of how to build the fuzzy system and its whole execution are presented in detail. Furthermore, comparative experiments are also made to prove the effectiveness of the presented strategy."}]