=ADD= =reftype= 14 =number= 00-21 =url= ftp://ftp.risc.uni-linz.ac.at/pub/techreports/2000/00-21.ps.gz =year= 2000 =month= 06 =author= Drobics; Mario =title= Self Organizing Maps - An object oriented framework =abstract= In this thesis the concept of self organizing maps is analyzed and generalized with respect to several variants. First a detailed introduction into the basic concepts is given. Then a few extensions concerning growing maps are described. These components are analyzed afterwards, and put into a general, object oriented framework. The implementation was done within the Analysis++ package. Several examples conclude the paper. =note= Diploma Thesis =keywords= self organizing maps, machine learning