Parallel attribute reduction based on mapreduce
文献类型：会议论文
| 作者 | Xi, Dachao1,2; Wang, Guoyin2; Zhang, Xuerui2 ; Zhang, Fan2
|
| 出版日期 | 2014 |
| 会议日期 | October 24, 2014 - October 26, 2014 |
| 会议地点 | Shanghai, China |
| DOI | 10.1007/978-3-319-11740-9_58 |
| 页码 | 631-641 |
| 通讯作者 | Wang, Guoyin |
| 英文摘要 | With the explosive increment of data, varieties of the parallel attribute reduction algorithm have been studied. To promote its efficiency, this paper proposes a new parallel attribute reduction algorithm based on MapReduce. It contains three parts, parallel computation of a simplified decision table, parallel computation of attribute significance and parallel computation of decision table. Data with different sizes are experimented. The experimental result shows that our algorithm has the ability of processing massive data with efficiency. © Springer International Publishing Switzerland 2014. |
| 会议录 | 9th International Conference on Rough Sets and Knowledge Technology, RSKT 2014
 |
| 语种 | 英语 |
| 电子版国际标准刊号 | 16113349 |
| ISSN号 | 03029743 |
| 源URL | [http://119.78.100.138/handle/2HOD01W0/4773]  |
| 专题 | 大数据挖掘及应用中心 |
| 作者单位 | 1.Chongqing Key Laboratory of Computational Intelligence, Chongqing University of Posts and Telecommunications, Chongqing, China; 2.Institute of Electronic Information and Technology, Chongqing Institute of Green and Intelligent Technology, Chinese Academy of Sciences, Chongqing, China |
| 推荐引用方式 GB/T 7714 | Xi, Dachao,Wang, Guoyin,Zhang, Xuerui,et al. Parallel attribute reduction based on mapreduce[C]. 见:. Shanghai, China. October 24, 2014 - October 26, 2014. |
入库方式： OAI收割
来源：重庆绿色智能技术研究院
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