%0 Journal Article
%T Toward the inner logic in data: Granular structures as the frame for classifiers
%A POLKOWSKILech
%J 重庆邮电大学学报(自然科学版)
%D 2008
%X Anyanalysisofdatacollectedindatatablesaimsatrevealingtheinnerlogicofdata,i.e.,themechanismofinferencewhichdecidesaboutassignmentofclassesorcategoriestosingleitemsindata.Weproposetodiscussandanalyzethemechanismbasedongranulationofdataandthesubsequentinductionofclassifiersfromtheresultinggranularstructures.Weconsidersomelogicaloperatorstransferredintotherealmofdatatablesandmadeabasisforgranulationheuristicsalongwithclassificationresultsinferredfromtheresultinggranularstructures.
%K granulation
%K of
%K knowledge
%K rough
%K inclusions
%K many
%K valued
%K implications
%K classification
%K of
%K data
%U http://journal.cqupt.edu.cn/jcuptnse/jcuptnse/ch/reader/view_abstract.aspx?file_no=20080310&flag=1