In the paper, the method of data preprocessing by segmentation procedure needed for increasing efficiency of compressing is offered. The basic principle of segmentation procedure of input data sequence is described and the data compression algorithm is offered. The efficiency of proposed method as data compression procedure and also as data preprocessing procedure before using of some compression algorithm is shown. Keywords-compression algorithm; data preprocessing; information and measurement system; measurement data.

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