{"id":"https://openalex.org/W6977817046","doi":"https://doi.org/10.71602/tfss.2025.1183012","title":"Some Granular Computing Based Machine Learning Algorithms","display_name":"Some Granular Computing Based Machine Learning Algorithms","publication_year":2024,"publication_date":"2024-09-04","ids":{"openalex":"https://openalex.org/W6977817046","doi":"https://doi.org/10.71602/tfss.2025.1183012"},"language":"en","primary_location":{"id":"pmh:oai:doaj.org/article:67696e0b2fc54b8e9e79d9a0411c2348","is_oa":true,"landing_page_url":"https://doaj.org/article/67696e0b2fc54b8e9e79d9a0411c2348","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions on Fuzzy Sets and Systems, Vol 4, Iss 2, Pp 34-45 (2025)","raw_type":"article"},"type":"article","indexed_in":["datacite","doaj"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doaj.org/article/67696e0b2fc54b8e9e79d9a0411c2348","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Tiwari, Vijay R.","orcid":"https://orcid.org/0000-0001-9747-3389"},"institutions":[{"id":"https://openalex.org/I4210151968","display_name":"Hindu College of Pharmacy","ror":"https://ror.org/04sadrh19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4210151968"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Tiwari, Vijay R.","raw_affiliation_strings":["Department of Mathematics, Assistant Professor of Jai Hind College, Jai Hind College, Churchgate, Mumbai 400020, India"],"raw_orcid":"https://orcid.org/0000-0001-9747-3389","affiliations":[{"raw_affiliation_string":"Department of Mathematics, Assistant Professor of Jai Hind College, Jai Hind College, Churchgate, Mumbai 400020, India","institution_ids":["https://openalex.org/I4210151968"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I4210151968"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.49302034,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.7947999835014343,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.7947999835014343,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.06700000166893005,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.017999999225139618,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/granular-computing","display_name":"Granular computing","score":0.9661999940872192},{"id":"https://openalex.org/keywords/computational-learning-theory","display_name":"Computational learning theory","score":0.5773000121116638},{"id":"https://openalex.org/keywords/granular-material","display_name":"Granular material","score":0.4083999991416931},{"id":"https://openalex.org/keywords/instance-based-learning","display_name":"Instance-based learning","score":0.3301999866962433},{"id":"https://openalex.org/keywords/online-machine-learning","display_name":"Online machine learning","score":0.27869999408721924}],"concepts":[{"id":"https://openalex.org/C17209119","wikidata":"https://www.wikidata.org/wiki/Q5596712","display_name":"Granular computing","level":3,"score":0.9661999940872192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6132000088691711},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5898000001907349},{"id":"https://openalex.org/C50292564","wikidata":"https://www.wikidata.org/wiki/Q2462783","display_name":"Computational learning theory","level":3,"score":0.5773000121116638},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5494999885559082},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4717000126838684},{"id":"https://openalex.org/C32568104","wikidata":"https://www.wikidata.org/wiki/Q1155083","display_name":"Granular material","level":2,"score":0.4083999991416931},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3319000005722046},{"id":"https://openalex.org/C24138899","wikidata":"https://www.wikidata.org/wiki/Q17141258","display_name":"Instance-based learning","level":3,"score":0.3301999866962433},{"id":"https://openalex.org/C115903097","wikidata":"https://www.wikidata.org/wiki/Q7094097","display_name":"Online machine learning","level":3,"score":0.27869999408721924},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2635999917984009},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.260699987411499}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:doaj.org/article:67696e0b2fc54b8e9e79d9a0411c2348","is_oa":true,"landing_page_url":"https://doaj.org/article/67696e0b2fc54b8e9e79d9a0411c2348","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions on Fuzzy Sets and Systems, Vol 4, Iss 2, Pp 34-45 (2025)","raw_type":"article"},{"id":"doi:10.71602/tfss.2025.1183012","is_oa":true,"landing_page_url":"https://doi.org/10.71602/tfss.2025.1183012","pdf_url":null,"source":{"id":"https://openalex.org/S169411308","display_name":"Fuzzy Sets and Systems","issn_l":"0165-0114","issn":["0165-0114","1872-6801"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article-journal"}],"best_oa_location":{"id":"pmh:oai:doaj.org/article:67696e0b2fc54b8e9e79d9a0411c2348","is_oa":true,"landing_page_url":"https://doaj.org/article/67696e0b2fc54b8e9e79d9a0411c2348","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Transactions on Fuzzy Sets and Systems, Vol 4, Iss 2, Pp 34-45 (2025)","raw_type":"article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":[],"abstract_inverted_index":{"Granular":[0],"computing":[1],"has":[2],"emerged":[3],"as":[4],"a":[5],"new":[6],"computational":[7],"method":[8],"that":[9],"is":[10],"beneficial":[11],"when":[12],"dealing":[13],"with":[14],"large":[15],"amounts":[16],"of":[17,48],"data.":[18],"In":[19],"recent":[20],"years,":[21],"several":[22],"machine":[23,36],"learning":[24,37],"models":[25],"based":[26],"on":[27],"the":[28],"granular":[29,49],"framework":[30,50],"have":[31],"been":[32],"developed,":[33],"outperforming":[34],"traditional":[35],"models.":[38],"This":[39],"article":[40],"reviews":[41],"some":[42],"newly":[43],"developed":[44],"techniques":[45],"in":[46],"terms":[47],"settings.":[51]},"counts_by_year":[],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
