Thesis Proposal: High-quality automatic data clustering
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Thesis proposal: High-quality automatic data clustering
Data clustering, the task of grouping related objects in a set of data, is a powerful technique in machine learning. Data clustering is used in many machine learning tasks to learn about data structure, to summarize data, and to find a model of data density, among other uses. The two essential questions in data clustering are “how many groups are there?”, and “what are the groups?” There are ma...
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