MultiClust special issue on discovering, summarizing and using multiple clusterings
نویسندگان
چکیده
منابع مشابه
MultiClust Workshop : Discovering , Summarizing and Using Multiple Clusterings MultiClust ’ 12
It is well known that off-the-shelf clustering methods may discover different patterns in a given set of data. This is because each clustering algorithm has its own bias resulting from the optimization of different criteria. Furthermore, there is no ground truth against which the clustering result can be validated. Thus, no crossvalidation technique can be carried out to tune input parameters i...
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ژورنال
عنوان ژورنال: Machine Learning
سال: 2014
ISSN: 0885-6125,1573-0565
DOI: 10.1007/s10994-014-5445-0