Metaheuristic algorithms for solving DNA-related problems.
<p>Metaheuristic algorithms for solving DNA-related problems.</p>
محفوظ في:
| المؤلف الرئيسي: | |
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| مؤلفون آخرون: | |
| منشور في: |
2024
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| الموضوعات: | |
| الوسوم: |
إضافة وسم
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| _version_ | 1852026443552260096 |
|---|---|
| author | Eslam Hamouda (5172083) |
| author2 | Mayada Tarek (5172080) |
| author2_role | author |
| author_facet | Eslam Hamouda (5172083) Mayada Tarek (5172080) |
| author_role | author |
| dc.creator.none.fl_str_mv | Eslam Hamouda (5172083) Mayada Tarek (5172080) |
| dc.date.none.fl_str_mv | 2024-09-23T17:31:41Z |
| dc.identifier.none.fl_str_mv | 10.1371/journal.pone.0310698.t002 |
| dc.relation.none.fl_str_mv | https://figshare.com/articles/dataset/Metaheuristic_algorithms_for_solving_DNA-related_problems_/27090637 |
| dc.rights.none.fl_str_mv | CC BY 4.0 info:eu-repo/semantics/openAccess |
| dc.subject.none.fl_str_mv | Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified universal rule guides grey wolf optimizer vast feature space first layer applies exploration ability allows statlog dna dataset given dna sequence reliable feature selection div >< p proposed method divides predicting junction type classification model trained feature selection second layer method using junction type generalization ability ensemble model proposed approach various partitions using cross thus leading thorough examination test sets study presents splicing regulation selected features rna splicing retrieved features remaining held proposed gwo implementation code hybrid approach gene structure finding suggests ensemble learning efficiently search disease causes computational biology comprehensively evaluating classifier ’ 96 %. |
| dc.title.none.fl_str_mv | Metaheuristic algorithms for solving DNA-related problems. |
| dc.type.none.fl_str_mv | Dataset info:eu-repo/semantics/publishedVersion dataset |
| description | <p>Metaheuristic algorithms for solving DNA-related problems.</p> |
| eu_rights_str_mv | openAccess |
| id | Manara_7ec707fcff128ae8e2a99a5d2a3d9ccf |
| identifier_str_mv | 10.1371/journal.pone.0310698.t002 |
| network_acronym_str | Manara |
| network_name_str | ManaraRepo |
| oai_identifier_str | oai:figshare.com:article/27090637 |
| publishDate | 2024 |
| repository.mail.fl_str_mv | |
| repository.name.fl_str_mv | |
| repository_id_str | |
| rights_invalid_str_mv | CC BY 4.0 |
| spelling | Metaheuristic algorithms for solving DNA-related problems.Eslam Hamouda (5172083)Mayada Tarek (5172080)MedicineGeneticsSpace ScienceBiological Sciences not elsewhere classifiedMathematical Sciences not elsewhere classifiedInformation Systems not elsewhere classifieduniversal rule guidesgrey wolf optimizervast feature spacefirst layer appliesexploration ability allowsstatlog dna datasetgiven dna sequencereliable feature selectiondiv >< pproposed method dividespredicting junction typeclassification model trainedfeature selectionsecond layermethod usingjunction typegeneralization abilityensemble modelproposed approachvarious partitionsusing crossthus leadingthorough examinationtest setsstudy presentssplicing regulationselected featuresrna splicingretrieved featuresremaining heldproposed gwoimplementation codehybrid approachgene structurefinding suggestsensemble learningefficiently searchdisease causescomputational biologycomprehensively evaluatingclassifier ’96 %.<p>Metaheuristic algorithms for solving DNA-related problems.</p>2024-09-23T17:31:41ZDatasetinfo:eu-repo/semantics/publishedVersiondataset10.1371/journal.pone.0310698.t002https://figshare.com/articles/dataset/Metaheuristic_algorithms_for_solving_DNA-related_problems_/27090637CC BY 4.0info:eu-repo/semantics/openAccessoai:figshare.com:article/270906372024-09-23T17:31:41Z |
| spellingShingle | Metaheuristic algorithms for solving DNA-related problems. Eslam Hamouda (5172083) Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified universal rule guides grey wolf optimizer vast feature space first layer applies exploration ability allows statlog dna dataset given dna sequence reliable feature selection div >< p proposed method divides predicting junction type classification model trained feature selection second layer method using junction type generalization ability ensemble model proposed approach various partitions using cross thus leading thorough examination test sets study presents splicing regulation selected features rna splicing retrieved features remaining held proposed gwo implementation code hybrid approach gene structure finding suggests ensemble learning efficiently search disease causes computational biology comprehensively evaluating classifier ’ 96 %. |
| status_str | publishedVersion |
| title | Metaheuristic algorithms for solving DNA-related problems. |
| title_full | Metaheuristic algorithms for solving DNA-related problems. |
| title_fullStr | Metaheuristic algorithms for solving DNA-related problems. |
| title_full_unstemmed | Metaheuristic algorithms for solving DNA-related problems. |
| title_short | Metaheuristic algorithms for solving DNA-related problems. |
| title_sort | Metaheuristic algorithms for solving DNA-related problems. |
| topic | Medicine Genetics Space Science Biological Sciences not elsewhere classified Mathematical Sciences not elsewhere classified Information Systems not elsewhere classified universal rule guides grey wolf optimizer vast feature space first layer applies exploration ability allows statlog dna dataset given dna sequence reliable feature selection div >< p proposed method divides predicting junction type classification model trained feature selection second layer method using junction type generalization ability ensemble model proposed approach various partitions using cross thus leading thorough examination test sets study presents splicing regulation selected features rna splicing retrieved features remaining held proposed gwo implementation code hybrid approach gene structure finding suggests ensemble learning efficiently search disease causes computational biology comprehensively evaluating classifier ’ 96 %. |