J48SS: A Novel Decision Tree Approach for the Handling of Sequential and Time Series Data

J48SS: A Novel Decision Tree Approach for the Handling of Sequential and Time Series Data

Temporal information plays a very important role in many analysis tasks, and can be encoded in at least two different ways. It can be modeled by discrete sequences of events as, for example, in the business intelligence domain, with the aim of tracking the evolution of customer behaviors over time....

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Bibliographic Details
Main Authors: Andrea Brunello, Enrico Marzano, Angelo Montanari, Guido Sciavicco
Format: Article
Language:English
Published: MDPI AG 2019-03-01
Series:Computers
Subjects:
machine learning
decision trees
sequential data
pattern mining
time series classification
evolutionary algorithms
Online Access:http://www.mdpi.com/2073-431X/8/1/21

Internet

http://www.mdpi.com/2073-431X/8/1/21

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