Novel Push‐Front Fibonacci Windows Model for Finding Emerging Patterns with Better Completeness and Accuracy

Novel Push‐Front Fibonacci Windows Model for Finding Emerging Patterns with Better Completeness and Accuracy

To find the emerging patterns (EPs) in streaming transaction data, the streaming is first divided into some time windows containing a number of transactions. Itemsets are generated from transactions in each window, and then the emergence of itemsets is evaluated between two windows. In the tilted‐ti...

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Bibliographic Details
Main Authors: Tubagus Mohammad Akhriza, Yinghua Ma, Jianhua Li
Format: Article
Language:English
Published: Electronics and Telecommunications Research Institute (ETRI) 2018-02-01
Series:ETRI Journal
Subjects:
Data stream mining
Emerging patterns
Time window models
Online Access:https://doi.org/10.4218/etrij.18.0117.0175

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