{"id":"https://openalex.org/W4318616929","doi":"https://doi.org/10.2139/ssrn.4332757","title":"Classification of Honey Botanical and Geographical Sources using Mineral Profiles and Machine Learning","display_name":"Classification of Honey Botanical and Geographical Sources using Mineral Profiles and Machine Learning","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4318616929","doi":"https://doi.org/10.2139/ssrn.4332757"},"language":"en","primary_location":{"id":"doi:10.2139/ssrn.4332757","doi":"https://doi.org/10.2139/ssrn.4332757","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4332757","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2507.22032","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090027500","display_name":"Mokhtar A. Al-Awadhi","orcid":"https://orcid.org/0000-0003-2603-3831","observed_orcids":["https://orcid.org/0000-0003-2603-3831"]},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mokhtar Al-Awadhi","raw_affiliation_strings":["Dr. BAMU, Aurangabad"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. BAMU, Aurangabad","institution_ids":["https://openalex.org/I165259314"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002888610","display_name":"Ratnadeep R. Deshmukh","orcid":"https://orcid.org/0000-0002-1257-2300","observed_orcids":["https://orcid.org/0000-0002-1257-2300"]},"institutions":[{"id":"https://openalex.org/I165259314","display_name":"Dr. Babasaheb Ambedkar Marathwada University","ror":"https://ror.org/033pfj584","country_code":"IN","type":"education","lineage":["https://openalex.org/I165259314"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Ratnadeep R. Deshmukh","raw_affiliation_strings":["Dr. BAMU, Aurangabad","Dr. BAMU, Aurangabad, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dr. BAMU, Aurangabad","institution_ids":["https://openalex.org/I165259314"]},{"raw_affiliation_string":"Dr. BAMU, Aurangabad, India","institution_ids":["https://openalex.org/I165259314"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5090027500"],"corresponding_institution_ids":["https://openalex.org/I165259314"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11386","display_name":"Bee Products Chemical Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T11386","display_name":"Bee Products Chemical Analysis","score":1.0,"subfield":{"id":"https://openalex.org/subfields/1109","display_name":"Insect Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":9.999999747378752e-05,"subfield":{"id":"https://openalex.org/subfields/1602","display_name":"Analytical Chemistry"},"field":{"id":"https://openalex.org/fields/16","display_name":"Chemistry"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.0,"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/honey","display_name":"honey","score":0.5799999833106995},{"id":"https://openalex.org/keywords/geographical-origin-classification","display_name":"geographical origin classification","score":0.8159999847412109},{"id":"https://openalex.org/keywords/trace-elements","display_name":"trace elements","score":0.625},{"id":"https://openalex.org/keywords/honey-authentication","display_name":"honey authentication","score":0.5640000104904175},{"id":"https://openalex.org/keywords/random-forest","display_name":"random forest","score":0.6439999938011169},{"id":"https://openalex.org/keywords/supervised-classification","display_name":"supervised classification","score":0.5270000100135803},{"id":"https://openalex.org/keywords/missing-value-handling","display_name":"missing value handling","score":0.45100000500679016},{"id":"https://openalex.org/keywords/data-normalization","display_name":"data normalization","score":0.9269999861717224}],"concepts":[{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.48661884665489197},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3655984401702881},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.35090020298957825},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.26665687561035156}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.2139/ssrn.4332757","doi":"https://doi.org/10.2139/ssrn.4332757","is_oa":true,"landing_page_url":"https://doi.org/10.2139/ssrn.4332757","pdf_url":null,"source":{"id":"https://openalex.org/S4210172589","display_name":"SSRN Electronic Journal","issn_l":"1556-5068","issn":["1556-5068"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I1318003438","host_organization_name":"RELX Group (Netherlands)","host_organization_lineage":["https://openalex.org/I1318003438"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"posted-content"},{"id":"pmh:oai:arXiv.org:2507.22032","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.22032","pdf_url":"https://arxiv.org/pdf/2507.22032","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.2507.22032","doi":"https://doi.org/10.48550/arxiv.2507.22032","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2507.22032","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2507.22032","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/2507.22032","pdf_url":"https://arxiv.org/pdf/2507.22032","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"display_name":"Zero hunger","score":0.6875,"id":"https://metadata.un.org/sdg/2"}],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320719","display_name":"Department of Science and Technology, Ministry of Science and Technology, India","ror":"https://ror.org/0101xrq71"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4318616929.pdf","grobid_xml":"https://content.openalex.org/works/W4318616929.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2125283600","https://openalex.org/W2145923847","https://openalex.org/W2417137833","https://openalex.org/W2516042754","https://openalex.org/W2805659560","https://openalex.org/W2945020349","https://openalex.org/W2948273291","https://openalex.org/W3026276412","https://openalex.org/W3043125206","https://openalex.org/W3093481938","https://openalex.org/W3201418834","https://openalex.org/W3213693156","https://openalex.org/W4206544599","https://openalex.org/W4239510810","https://openalex.org/W6944027167"],"related_works":["https://openalex.org/W4206544599","https://openalex.org/W4390816022","https://openalex.org/W3081138571","https://openalex.org/W4385321271","https://openalex.org/W7125589908","https://openalex.org/W2910285513","https://openalex.org/W3088802303","https://openalex.org/W3196364539","https://openalex.org/W2771975710","https://openalex.org/W2619669598"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2023-01-31T00:00:00"}
