Data processing method for telecom data based on projection pursuit
In the big data era, the data which operator can collect and process is quickly growing. At the same time, due to the high dimension of the data, it is very difficult to extract and process information from them. This makes the waste of the computing capability of operators, even may lead to the dec...
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| Format: | Article |
| Language: | zho |
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Beijing Xintong Media Co., Ltd
2016-12-01
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| Series: | Dianxin kexue |
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| Online Access: | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016322./ |
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| _version_ | 1841530078118281216 |
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| author | Jinming ZHAO |
| author_facet | Jinming ZHAO |
| author_sort | Jinming ZHAO |
| collection | DOAJ |
| description | In the big data era, the data which operator can collect and process is quickly growing. At the same time, due to the high dimension of the data, it is very difficult to extract and process information from them. This makes the waste of the computing capability of operators, even may lead to the decrease of performance due to the growth of the data dimension. The main reason of this phenomenon is that not all dimensions are interested with the information. Therefore, it is necessary to select the appropriate dimensions according to the data characteristics. Based on this, a data processing method based on projection pursuit was proposed. The result demonstrates the effectiveness of the scheme. |
| format | Article |
| id | doaj-art-ae2e27fe53c6467081d5f49b2b75ec2d |
| institution | Kabale University |
| issn | 1000-0801 |
| language | zho |
| publishDate | 2016-12-01 |
| publisher | Beijing Xintong Media Co., Ltd |
| record_format | Article |
| series | Dianxin kexue |
| spelling | doaj-art-ae2e27fe53c6467081d5f49b2b75ec2d2025-01-15T03:13:48ZzhoBeijing Xintong Media Co., LtdDianxin kexue1000-08012016-12-013214414859605773Data processing method for telecom data based on projection pursuitJinming ZHAOIn the big data era, the data which operator can collect and process is quickly growing. At the same time, due to the high dimension of the data, it is very difficult to extract and process information from them. This makes the waste of the computing capability of operators, even may lead to the decrease of performance due to the growth of the data dimension. The main reason of this phenomenon is that not all dimensions are interested with the information. Therefore, it is necessary to select the appropriate dimensions according to the data characteristics. Based on this, a data processing method based on projection pursuit was proposed. The result demonstrates the effectiveness of the scheme.http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016322./network managementdimension reductionprojection pursuit |
| spellingShingle | Jinming ZHAO Data processing method for telecom data based on projection pursuit Dianxin kexue network management dimension reduction projection pursuit |
| title | Data processing method for telecom data based on projection pursuit |
| title_full | Data processing method for telecom data based on projection pursuit |
| title_fullStr | Data processing method for telecom data based on projection pursuit |
| title_full_unstemmed | Data processing method for telecom data based on projection pursuit |
| title_short | Data processing method for telecom data based on projection pursuit |
| title_sort | data processing method for telecom data based on projection pursuit |
| topic | network management dimension reduction projection pursuit |
| url | http://www.telecomsci.com/zh/article/doi/10.11959/j.issn.1000-0801.2016322./ |
| work_keys_str_mv | AT jinmingzhao dataprocessingmethodfortelecomdatabasedonprojectionpursuit |