Some Granular Computing Based Machine Learning Algorithms
<p>Granular computing has emerged as a new computational method that is beneficial when dealing with large amounts of data. In recent years, several machine learning models based on the granular framework have been developed, outperforming traditional machine learning models. This article revi...
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| Format: | Article |
| Language: | English |
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Islamic Azad University, Bandar Abbas Branch
2025-06-01
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| Series: | Transactions on Fuzzy Sets and Systems |
| Subjects: | |
| Online Access: | https://sanad.iau.ir/journal/tfss/Article/1183012 |
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| _version_ | 1849329626226098176 |
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| author | Vijay R. Tiwari |
| author_facet | Vijay R. Tiwari |
| author_sort | Vijay R. Tiwari |
| collection | DOAJ |
| description | <p>Granular computing has emerged as a new computational method that is beneficial when dealing with large amounts of data. In recent years, several machine learning models based on the granular framework have been developed, outperforming traditional machine learning models. This article reviews some newly developed techniques in terms of granular framework settings. </p> |
| format | Article |
| id | doaj-art-67696e0b2fc54b8e9e79d9a0411c2348 |
| institution | Kabale University |
| issn | 2821-0131 |
| language | English |
| publishDate | 2025-06-01 |
| publisher | Islamic Azad University, Bandar Abbas Branch |
| record_format | Article |
| series | Transactions on Fuzzy Sets and Systems |
| spelling | doaj-art-67696e0b2fc54b8e9e79d9a0411c23482025-08-20T03:47:13ZengIslamic Azad University, Bandar Abbas BranchTransactions on Fuzzy Sets and Systems2821-01312025-06-01423445Some Granular Computing Based Machine Learning AlgorithmsVijay R. Tiwari<p>Granular computing has emerged as a new computational method that is beneficial when dealing with large amounts of data. In recent years, several machine learning models based on the granular framework have been developed, outperforming traditional machine learning models. This article reviews some newly developed techniques in terms of granular framework settings. </p>https://sanad.iau.ir/journal/tfss/Article/1183012big data information granules grc ml. |
| spellingShingle | Vijay R. Tiwari Some Granular Computing Based Machine Learning Algorithms Transactions on Fuzzy Sets and Systems big data information granules grc ml. |
| title | Some Granular Computing Based Machine Learning Algorithms |
| title_full | Some Granular Computing Based Machine Learning Algorithms |
| title_fullStr | Some Granular Computing Based Machine Learning Algorithms |
| title_full_unstemmed | Some Granular Computing Based Machine Learning Algorithms |
| title_short | Some Granular Computing Based Machine Learning Algorithms |
| title_sort | some granular computing based machine learning algorithms |
| topic | big data information granules grc ml. |
| url | https://sanad.iau.ir/journal/tfss/Article/1183012 |
| work_keys_str_mv | AT vijayrtiwari somegranularcomputingbasedmachinelearningalgorithms |