assigning weights for clustering 2d objects

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joy
joy 2014-9-16
Hi,
what should be the approach to assign proper weights if we need to cluster objects based upon weighted data.. i.e I have n numbers of elements which need to be clusterize..
if (a,b) be the two dimensions of each object.. and w1 be the weight associated with a and w2 be the weight associated with b.. w1*a & w2*b
then how can I properly assign weights so that they can be clusterized based upon these 2d values

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