The usual EM algorithm can be modified for weighted inputs. Following along the Wikipedia presentation, you would use these formulas instead:
ai=fracsumNj=1wjyi,jsumNj=1wj
and
mui=fracsumjwjyi,jxjsumjwjyi,j
where wjge0 are the weights of the data points.
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