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Mark Last
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دانلود کتاب Data Mining In Time Series Databases
by Mark Last|
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عنوان فارسی: داده کاوی در پایگاه داده سری زمانی |
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جزییات کتاب
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 and dynamic time series. A graph-based method for anomaly detection in time series is described and the book also studies the implications of a novel and potentially useful representation of time series as strings. The problem of detecting changes in data mining models that are induced from temporal databases is additionally discussed.
کتاب های مرتبط
Constraint-Based Mining and Inductive Databases: European Workshop on ...
Roberto J. Bayardo (auth.), 2006 
Constraint-Based Mining and Inductive Databases: European Workshop on ...
Jean-Francois Boulicaut, 2005 
Time Granularities in Databases, Data Mining, and Temporal Reasoning
Prof. Dr. Claudio Bettini, Prof. Dr. Sushil Jajodia, Prof. Dr. X. Sean Wang (auth.), 2000 
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