Using Probabilistic Models for Data Compression

Using Probabilistic Models for Data Compression

Our research objective is to improve the Huffman coding efficiency by adjusting the data using a Poisson distribution, which avoids the undefined entropies too. The scientific value added by our paper consists in the fact of minimizing the average length of the code words, which is greater in the ab...

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Bibliographic Details
Main Authors: Iuliana Iatan, Mihăiţă Drăgan, Silvia Dedu, Vasile Preda
Format: Article
Language:English
Published: MDPI AG 2022-10-01
Series:Mathematics
Subjects:
data compression
descriptors
probabilistic models
entropy
Huffman coding
coding redundancy
Online Access:https://www.mdpi.com/2227-7390/10/20/3847

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