Advances in Knowledge Discovery in Databases
by
Adhikari, Animesh. author.
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.
Subject Term
:
Computational intelligence.
Data mining.
Artificial intelligence.
Data Mining and Knowledge Discovery.
Added Author
:
Adhikari, Jhimli.
Added Corporate Author
:
SpringerLink (Online service)
Electronic Access
:
| Library | Material Type | Item Barcode | Shelf Number | [[missing key: search.ChildField.HOLDING]] | Status |
|---|
| Online Library | E-Book | 529795-1001 | ONLINE | | Elektronik Kütüphane |