資源簡介
采用matlab為運行環境的kmeans聚類程序,分為兩個m文件,配有pdf文檔,對該方法方法進行介紹、

代碼片段和文件信息
function?d=DistMatrix(AB)
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
%?DISTMATRIX?return?distance?matrix?between?point?A=[x1?y1]?and?B=[x2?y2]
%?Author:?Kardi?Teknomo?Ph.D.
%?see?http://people.revoledu.com/kardi/
%
%?Number?of?point?in?A?and?B?are?not?necessarily?the?same.
%?It?can?be?use?for?distance-in-a-slice?(Spacing)?or?distance-between-slice?(Headway)
%
%?A?and?B?must?contain?two?column
%?first?column?is?the?X?coordinates
%?second?column?is?the?Y?coordinates
%?The?distance?matrix?are?distance?between?points?in?A?as?row
%?and?points?in?B?as?column.
%?example:?Spacing=?dist(AA)
%??????????Headway?=?dist(AB)?with?hA?~=?hB?or?hA=hB
%??????????A=[1?2;?3?4;?5?6];?B=[4?5;?6?2;?1?5;?5?8]
%??????????dist(AB)=?[?4.24???5.00???3.00??7.21;
%???????????????????????1.41???3.61???2.24??4.47;
%???????????????????????1.41???4.12???4.12??2.00?]
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
[hAwA]=size(A);
[hBwB]=size(B);
if?hA==1&?hB==1?
???d=sqrt(dot((A-B)(A-B)));
else
???C=[ones(1hB);zeros(1hB)];
???D=flipud(C);
???E=[ones(1hA);zeros(1hA)];
???F=flipud(E);
???G=A*C;
???H=A*D;
???I=B*E;
???J=B*F;
???d=sqrt((G-I‘).^2+(H-J‘).^2);
end
?屬性????????????大小?????日期????時間???名稱
-----------?---------??----------?-----??----
?????文件?????575538??2001-09-05?18:26??kMean\kMeanClustering.bmp
????......R???????190??2004-06-24?16:13??kMean\MSSCCPRJ.SCC
?????文件??????10003??2004-06-24?17:32??kMean\kmean.frm
?????文件????????653??2004-06-24?16:16??kMean\KMean.vbp
?????文件?????????49??2004-06-24?17:32??kMean\KMean.vbw
?????文件???????1301??2005-04-15?03:44??kMean\DistMatrix.m
?????文件???????4434??2005-05-17?21:47??kMean\kMeansCluster.m
?????文件?????135113??2007-07-20?18:44??kMean\K?mean?Clustering1.pdf
?????文件???????6568??2010-07-19?20:02??kMean\kmeans.m
?????目錄??????????0??2009-10-20?20:42??kMean
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???????????????733849????????????????????10
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