Differential Message Importance Measure: A New Approach to the Required Sampling Number in Big Data Structure Characterization

The sample size is a fundamental problem in statistics, which also plays a very important role in data collection for big data scenario, especially in the characterization of data structure. This paper considers this problem from the perspective of message importance by transforming the sampling pro...

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Bibliographic Details
Main Authors: Shanyun Liu, Rui She, Pingyi Fan
Format: Article
Language:English
Published: IEEE 2018-01-01
Series:IEEE Access
Subjects:
Online Access:https://ieeexplore.ieee.org/document/8419705/