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A Bit-level Text Compression Scheme Based on the ACW Algorithm
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作者 Hussein Al-Bahadili Shakir M. Hussain 《International Journal of Automation and computing》 EI 2010年第1期123-131,共9页
This paper presents a description and performance evaluation of a new bit-level, lossless, adaptive, and asymmetric data compression scheme that is based on the adaptive character wordlength (ACW(n)) algorithm. Th... This paper presents a description and performance evaluation of a new bit-level, lossless, adaptive, and asymmetric data compression scheme that is based on the adaptive character wordlength (ACW(n)) algorithm. The proposed scheme enhances the compression ratio of the ACW(n) algorithm by dividing the binary sequence into a number of subsequences (s), each of them satisfying the condition that the number of decimal values (d) of the n-bit length characters is equal to or less than 256. Therefore, the new scheme is referred to as ACW(n, s), where n is the adaptive character wordlength and s is the number of subsequences. The new scheme was used to compress a number of text files from standard corpora. The obtained results demonstrate that the ACW(n, s) scheme achieves higher compression ratio than many widely used compression algorithms and it achieves a competitive performance compared to state-of-the-art compression tools. 展开更多
关键词 Data compression bit-level text compression acw(n) algorithm Huffman coding adaptive coding
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一种改进关联分类算法的研究
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作者 苗世强 郑晓势 《智能计算机与应用》 2018年第1期175-176,180,共3页
关联分类算法是对数据进行分析处理中的一个分支.本文首先介绍了关联分类代表算法。针对数据中的类存在的关联划分问题,提出了一种改进的关联分类算法。随后,结合相关数据,对数据进行有效分类和预测。同时,对改进后的算法和现有算法进... 关联分类算法是对数据进行分析处理中的一个分支.本文首先介绍了关联分类代表算法。针对数据中的类存在的关联划分问题,提出了一种改进的关联分类算法。随后,结合相关数据,对数据进行有效分类和预测。同时,对改进后的算法和现有算法进行实验与分析。 展开更多
关键词 关联分类 改进 CBA算法 acw算法
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