POSITIVE, NEGATIVE RULE AND APPLICATION
Positive and negative reasoning have been found to be very useful in practice, as is clear from the record of many real-life applications, especially in medicine. In this paper, we introduce the concepts of extended negative rule, minimal rule and their properties. Then, an algorithm to generate all...
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| Format: | Article |
| Language: | English |
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Dalat University
2018-09-01
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| Series: | Tạp chí Khoa học Đại học Đà Lạt |
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| Online Access: | http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/437 |
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| author | Nguyễn Đức Thuần Phạm Quang Tùng Hồ Thị Thu Sa |
| author_facet | Nguyễn Đức Thuần Phạm Quang Tùng Hồ Thị Thu Sa |
| author_sort | Nguyễn Đức Thuần |
| collection | DOAJ |
| description | Positive and negative reasoning have been found to be very useful in practice, as is clear from the record of many real-life applications, especially in medicine. In this paper, we introduce the concepts of extended negative rule, minimal rule and their properties. Then, an algorithm to generate all minimal positive and minimal negative rules is introduced. Experimental results obtained on data sets from the UCI repository of machine learning databases and the result of an experiment performed on a real-world dataset, the teaching and learning database at Nhatrang University were discussed. |
| format | Article |
| id | doaj-art-77d349428b0b42a08302a99e38d7ee95 |
| institution | Kabale University |
| issn | 0866-787X 0866-787X |
| language | English |
| publishDate | 2018-09-01 |
| publisher | Dalat University |
| record_format | Article |
| series | Tạp chí Khoa học Đại học Đà Lạt |
| spelling | doaj-art-77d349428b0b42a08302a99e38d7ee952025-02-02T05:11:44ZengDalat UniversityTạp chí Khoa học Đại học Đà Lạt0866-787X0866-787X2018-09-0183778710.37569/DalatUniversity.8.3.437(2018)259POSITIVE, NEGATIVE RULE AND APPLICATIONNguyễn Đức Thuần0Phạm Quang Tùng1Hồ Thị Thu Sa2Khoa Công nghệ Thông tin, Trường Đại học Nha TrangKhoa Cơ bản, Trường Sĩ quan Không quânKhoa Công nghệ Thông tin, Trường Đại học Nha TrangPositive and negative reasoning have been found to be very useful in practice, as is clear from the record of many real-life applications, especially in medicine. In this paper, we introduce the concepts of extended negative rule, minimal rule and their properties. Then, an algorithm to generate all minimal positive and minimal negative rules is introduced. Experimental results obtained on data sets from the UCI repository of machine learning databases and the result of an experiment performed on a real-world dataset, the teaching and learning database at Nhatrang University were discussed.http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/437luật khẳng địnhluật khẳng định tối thiểuluật phủ địnhluật phủ định tối thiểuluật tối thiểu. |
| spellingShingle | Nguyễn Đức Thuần Phạm Quang Tùng Hồ Thị Thu Sa POSITIVE, NEGATIVE RULE AND APPLICATION Tạp chí Khoa học Đại học Đà Lạt luật khẳng định luật khẳng định tối thiểu luật phủ định luật phủ định tối thiểu luật tối thiểu. |
| title | POSITIVE, NEGATIVE RULE AND APPLICATION |
| title_full | POSITIVE, NEGATIVE RULE AND APPLICATION |
| title_fullStr | POSITIVE, NEGATIVE RULE AND APPLICATION |
| title_full_unstemmed | POSITIVE, NEGATIVE RULE AND APPLICATION |
| title_short | POSITIVE, NEGATIVE RULE AND APPLICATION |
| title_sort | positive negative rule and application |
| topic | luật khẳng định luật khẳng định tối thiểu luật phủ định luật phủ định tối thiểu luật tối thiểu. |
| url | http://tckh.dlu.edu.vn/index.php/tckhdhdl/article/view/437 |
| work_keys_str_mv | AT nguyenđucthuan positivenegativeruleandapplication AT phamquangtung positivenegativeruleandapplication AT hothithusa positivenegativeruleandapplication |