Optimization – data quality metrics, subtractive clustering, dynamic ANFIS

I examined data quality metrics and developed a probability-based fuzzy inference system. The initial FIS was developed using a subtractive clustering algorithm and I used ANFIS to optimize the membership function. The problem I have is that I have to change the number if my record changes over time, for example some of my data points expire and some of them are changed and even some of them are added to my record under cluster Use an appropriate influence of the radius. How can I create a dynamic subtractive clustering algorithm? What I'm asking isn't specifically related to the subtractive clustering algorithm. I have to dynamically control my data record and find that it changes (data change, data flow, data inclusion). How is this possible over time (any algorithm or approach that can help me).
Thanks a lot

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