Hidden functional dependencies found by the technique of F-transform

Jiri Kupka, Iva Tomanova
2013 Proceedings of the 8th conference of the European Society for Fuzzy Logic and Technology  
In this contribution we provide an application of the technique of F-transform. We demonstrate that by using a simple density-based preprocessing, the applicability of F-transform in data analysis can be significantly improved. Despite of the fact that our procedure is demonstrated by a well-known DB-SCAN algorithm and the technique of F-transform, the ideas are general enough to be applied for other density-based clustering algorithms and regression techniques, respectively.
doi:10.2991/eusflat.2013.100 dblp:conf/eusflat/KupkaT13 fatcat:umdykpwt3ndkrftninmiqctmj4