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Paperback Outlier Detection for Temporal Data Book

ISBN: 3031007778

ISBN13: 9783031007774

Outlier Detection for Temporal Data

Outlier (or anomaly) detection is a very broad field which has been studied in the context of a large number of research areas like statistics, data mining, sensor networks, environmental science, distributed systems, spatio-temporal mining, etc. Initial research in outlier detection focused on time series-based outliers (in statistics). Since then, outlier detection has been studied on a large variety of data types including high-dimensional data,...

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