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SemiSupervised Events Clustering in News Retrieval Jack G. Conrad Thomson Reuters Corporate Research & Development Saint Paul, Minnesota 55123 USA jack.g. Conrad Thomson Reuters.com Michael Bender
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Semi-supervised events clustering is a machine learning technique used to group similar events together based on patterns and features.
Anyone working with large datasets and looking to uncover hidden patterns and trends can benefit from using semi-supervised events clustering.
To fill out semi-supervised events clustering, one must first preprocess the data, select relevant features, choose a clustering algorithm, and evaluate the results.
The purpose of semi-supervised events clustering is to organize and categorize events that share similarities, without the need for manually labeling all data points.
Information such as event descriptions, time stamps, event features, and cluster memberships must be reported on semi-supervised events clustering.
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