Research on ammunition support task classification based on PPSVM
In order to solve that problems of few ammunition support personnel, low support efficiency and repeated statistics, the classification model of emergency ammunition material support task is studied, the application of PPSVM in the classification of emergency ammunition material support task is anal...
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| Main Authors: | , , , |
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| Format: | Article |
| Language: | English |
| Published: |
EDP Sciences
2025-01-01
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| Series: | EPJ Web of Conferences |
| Online Access: | https://www.epj-conferences.org/articles/epjconf/pdf/2025/17/epjconf_icpms2025_01008.pdf |
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| _version_ | 1849317572510482432 |
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| author | Li Yuan Wang Mu Gu Minzhi Tang Shoujiang |
| author_facet | Li Yuan Wang Mu Gu Minzhi Tang Shoujiang |
| author_sort | Li Yuan |
| collection | DOAJ |
| description | In order to solve that problems of few ammunition support personnel, low support efficiency and repeated statistics, the classification model of emergency ammunition material support task is studied, the application of PPSVM in the classification of emergency ammunition material support task is analyzed, the probability output model of multi- classification support vector machine is established, and then the classification process is completed by selecting the class number with the largest posterior probability as the class output of test samples The experimental results show that the method can solve the classification problem of emergency ammunition material support task. |
| format | Article |
| id | doaj-art-43ddc99a87d04e47847eb30bf0e426a3 |
| institution | Kabale University |
| issn | 2100-014X |
| language | English |
| publishDate | 2025-01-01 |
| publisher | EDP Sciences |
| record_format | Article |
| series | EPJ Web of Conferences |
| spelling | doaj-art-43ddc99a87d04e47847eb30bf0e426a32025-08-20T03:51:09ZengEDP SciencesEPJ Web of Conferences2100-014X2025-01-013320100810.1051/epjconf/202533201008epjconf_icpms2025_01008Research on ammunition support task classification based on PPSVMLi Yuan0Wang Mu1Gu Minzhi2Tang Shoujiang3Naval Petty Officer SchoolNaval University of EngineeringNaval Petty Officer SchoolNaval Petty Officer SchoolIn order to solve that problems of few ammunition support personnel, low support efficiency and repeated statistics, the classification model of emergency ammunition material support task is studied, the application of PPSVM in the classification of emergency ammunition material support task is analyzed, the probability output model of multi- classification support vector machine is established, and then the classification process is completed by selecting the class number with the largest posterior probability as the class output of test samples The experimental results show that the method can solve the classification problem of emergency ammunition material support task.https://www.epj-conferences.org/articles/epjconf/pdf/2025/17/epjconf_icpms2025_01008.pdf |
| spellingShingle | Li Yuan Wang Mu Gu Minzhi Tang Shoujiang Research on ammunition support task classification based on PPSVM EPJ Web of Conferences |
| title | Research on ammunition support task classification based on PPSVM |
| title_full | Research on ammunition support task classification based on PPSVM |
| title_fullStr | Research on ammunition support task classification based on PPSVM |
| title_full_unstemmed | Research on ammunition support task classification based on PPSVM |
| title_short | Research on ammunition support task classification based on PPSVM |
| title_sort | research on ammunition support task classification based on ppsvm |
| url | https://www.epj-conferences.org/articles/epjconf/pdf/2025/17/epjconf_icpms2025_01008.pdf |
| work_keys_str_mv | AT liyuan researchonammunitionsupporttaskclassificationbasedonppsvm AT wangmu researchonammunitionsupporttaskclassificationbasedonppsvm AT guminzhi researchonammunitionsupporttaskclassificationbasedonppsvm AT tangshoujiang researchonammunitionsupporttaskclassificationbasedonppsvm |