@misc{Owsiński_Jan_Wojciech_Developments_2010, author={Owsiński, Jan Wojciech}, copyright={Creative Commons Attribution BY 4.0 license}, journal={Książka = Book}, address={Warszawa}, howpublished={online}, year={2010}, publisher={Instytut Badań Systemowych. Polska Akademia Nauk}, publisher={Systems Research Institute. Polish Academy of Sciences}, language={eng}, abstract={Given asymmetric distances are a hard problem to treat explicitly in any context, including clustering. The usual way out is to somehow symmetrise hem at some point of the procedure. Even though, for quite fundamental reasons, asymmetric structures can hardly be analysed “by inspection” for even modest dimensionality of problems, it is argued in this paper that fuzzy clustering is one domain, in which asymmetric distances can be accommodated in a quite natural manner. Following the previous paper of the author, a procedure is proposed, here complemented with additional analysis, emphasis being placed on the quality criterion (objective function).}, type={Text}, title={Developments in fuzzy sets, intuitionistic fuzzy sets, generalized nets and related topics. Volume II: Applications * Asymmetric distances and fuzzy grouping}, URL={http://rcin.org.pl/ibsys/Content/198371/PDF/KS-2010-06-T2P17.pdf}, }