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Adding the time dimension to real-world databases produces Time Series Databases (TSDB) and introduces new aspects and difficulties to data mining and knowledge discovery.
This book covers the state-of-the-art methodology for mining time series databases.
The novel data mining methods presented in the book include techniques for efficient segmentation, indexing, and classification of noisy ...
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"5.78 MB"
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Data mining analyzes large amounts of data to discover knowledge relevant to decision making.
Typically, numerous pieces of knowledge are extracted by a data mining system and presented to a human user, who may be a decision-maker or a data-analyst.
The user is confronted with the task of selecting the pieces of knowledge that are of the highest quality or interest according to his or her p ...
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