Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques
Agricultural producers and enterprises face a dizzying array of decisions every day, and the many factors that influence them are incredibly complex. Agricultural planning relies heavily on accurately calculating the yields of the various crops that will be used. If you want realistic and successful...
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| Main Authors: | , , , , , |
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| Format: | Article |
| Language: | English |
| Published: |
Wiley
2022-01-01
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| Series: | Journal of Food Quality |
| Online Access: | http://dx.doi.org/10.1155/2022/6600049 |
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| _version_ | 1832565294465286144 |
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| author | Anthony Jesus Bustamante Suarez Barjinder Singh Firas Husham Almukhtar Rajnish Kler Sonali Vyas Karthikeyan Kaliyaperumal |
| author_facet | Anthony Jesus Bustamante Suarez Barjinder Singh Firas Husham Almukhtar Rajnish Kler Sonali Vyas Karthikeyan Kaliyaperumal |
| author_sort | Anthony Jesus Bustamante Suarez |
| collection | DOAJ |
| description | Agricultural producers and enterprises face a dizzying array of decisions every day, and the many factors that influence them are incredibly complex. Agricultural planning relies heavily on accurately calculating the yields of the various crops that will be used. If you want realistic and successful solutions, data mining is an essential component. Researchers in this study are looking for ways to evaluate agricultural data and extract valuable information from the results in order to increase agricultural output. Use of the CART and random forest algorithms is a data mining technique that may be used to various datasets. It is possible to recognise the effects of various climatic and other factors on agricultural output using the MATLAB software and data mining methods, and a potential strategy is highlighted. |
| format | Article |
| id | doaj-art-39fcbf95049e4224aee2e8caba9a68aa |
| institution | Kabale University |
| issn | 1745-4557 |
| language | English |
| publishDate | 2022-01-01 |
| publisher | Wiley |
| record_format | Article |
| series | Journal of Food Quality |
| spelling | doaj-art-39fcbf95049e4224aee2e8caba9a68aa2025-02-03T01:08:01ZengWileyJournal of Food Quality1745-45572022-01-01202210.1155/2022/6600049Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining TechniquesAnthony Jesus Bustamante Suarez0Barjinder Singh1Firas Husham Almukhtar2Rajnish Kler3Sonali Vyas4Karthikeyan Kaliyaperumal5San Luis Gonzaga National University of IcaDepartment of Computer Science and EngineeringCatholic UniversityMotilal Nehru College (Evening)University of Petroleum and Energy StudiesIT at IoT–HH CampusAgricultural producers and enterprises face a dizzying array of decisions every day, and the many factors that influence them are incredibly complex. Agricultural planning relies heavily on accurately calculating the yields of the various crops that will be used. If you want realistic and successful solutions, data mining is an essential component. Researchers in this study are looking for ways to evaluate agricultural data and extract valuable information from the results in order to increase agricultural output. Use of the CART and random forest algorithms is a data mining technique that may be used to various datasets. It is possible to recognise the effects of various climatic and other factors on agricultural output using the MATLAB software and data mining methods, and a potential strategy is highlighted.http://dx.doi.org/10.1155/2022/6600049 |
| spellingShingle | Anthony Jesus Bustamante Suarez Barjinder Singh Firas Husham Almukhtar Rajnish Kler Sonali Vyas Karthikeyan Kaliyaperumal Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques Journal of Food Quality |
| title | Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques |
| title_full | Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques |
| title_fullStr | Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques |
| title_full_unstemmed | Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques |
| title_short | Identifying Smart Strategies for Effective Agriculture Solution Using Data Mining Techniques |
| title_sort | identifying smart strategies for effective agriculture solution using data mining techniques |
| url | http://dx.doi.org/10.1155/2022/6600049 |
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