What are some applications of lossless compression for sparse data?

Aug 3, 2020 ... This Recommended Standard establishes a common framework and provides a common basis for a Lossless data compression algorithm applicable to ... 17144-17160Received 25 April 2021; Accepted 08 May 2021.http://annalsofrscb.ro17144An Efficient Lossless Medical Data Compression using LZW compressionfor ... ... compression method associated with a lossless data compression algorithm for use with TLS. Standardization of the compressed data formats and compression ... Jul 16, 2024 ... Lossless compression reduces file size by removing unnecessary metadata without any discernible loss in picture quality. The original data can ... Apr 6, 2016 ... A new lossless data compression method for data transmission is proposed. This new compression mechanism does not face the problem of ... Nov 20, 2018 ... We combine recurrent neural network predictors with an arithmetic coder and losslessly compress a variety of synthetic, text and genomic datasets. NNCP is an experiment to build a practical lossless data compressor with neural networks. The latest version uses a Transformer model. The papers nncp_v2.1.pdf ... On the Energy Efficiency of Lossless Data Compression in Wireless Sensor Networks. In: Proceedings of the Fourth IEEE International Workshop on Practical ... Jan 22, 2019 ... Lossless data compression is the size reduction of a file, such that a decompression function can restore the original file exactly with no loss of data. Aug 5, 2016 ... gzip and xz uses two different algorithms, and therefore they perform differently, both in terms of what level of compression they achieve ...