
Advances in Knowledge Discovery in Databases
Title:
Advances in Knowledge Discovery in Databases
Author:
Adhikari, Animesh. author.
ISBN:
9783319132129
Edition:
1st ed. 2015.
Physical Description:
XV, 370 p. 136 illus. online resource.
Series:
Intelligent Systems Reference Library, 79
Contents:
Introduction -- Synthesizing conditional patterns in a database -- Synthesizing arbitrary Boolean expressions induced by frequent itemsets -- Measuring association among items in a database -- Mining association rules induced by item and quantity purchased -- Mining patterns different related databases -- Mining icebergs in different time-stamped data sources.-Synthesizing exceptional patterns in different data Sources -- Clustering items in time-stamped databases -- Synthesizing some extreme association rules from multiple databases -- Clustering local frequency items in multiple data sources -- Mining patterns of select items in different data sources -- Mining calendar-based periodic patterns in time-stamped data -- Measuring influence of an item in time-stamped databases -- Clustering multiple databases induced by local patterns -- Enhancing quality of patterns in multiple related databases -- Concluding remarks.
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Electronic Access:
https://doi.org/10.1007/978-3-319-13212-9Copies: 1