Evolving fuzzy medical diagnosis of Pima Indians diabetes and of dermatological diseases

摘要

ObjectiveThis paper reviews a methodology for evolving fuzzy classification which allows data to be processed in online mode by recursively modifying a fuzzy rule base on a per-sample basis from data streams. In addition, it shows how this methodology can be improved and applied to the field of diagnostics, for two popular medical problems.