{"id":"https://openalex.org/W2080821030","doi":"https://doi.org/10.4018/jaeis.2010070105","title":"Application of Support Vector Machines to Melissopalynological Data for Honey Classification","display_name":"Application of Support Vector Machines to Melissopalynological Data for Honey Classification","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W2080821030","doi":"https://doi.org/10.4018/jaeis.2010070105","mag":"2080821030"},"language":"en","primary_location":{"id":"doi:10.4018/jaeis.2010070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaeis.2010070105","pdf_url":null,"source":{"id":"https://openalex.org/S129247094","display_name":"International Journal of Agricultural and Environmental Information Systems","issn_l":"1947-3192","issn":["1947-3192","1947-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agricultural and Environmental Information Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5077550520","display_name":"Giovanna Aronne","orcid":"https://orcid.org/0000-0002-4800-7901"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Giovanna Aronne","raw_affiliation_strings":["University of Naples Federico II, Italy","[University of Naples Federico II, Italy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"[University of Naples Federico II, Italy]","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058894909","display_name":"Veronica De Micco","orcid":"https://orcid.org/0000-0002-4282-9525"},"institutions":[{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Veronica De Micco","raw_affiliation_strings":["University of Naples Federico II, Italy","[University of Naples Federico II, Italy]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Naples Federico II, Italy","institution_ids":["https://openalex.org/I71267560"]},{"raw_affiliation_string":"[University of Naples Federico II, Italy]","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023713760","display_name":"Mario Rosario Guarracino","orcid":"https://orcid.org/0000-0003-2870-8134"},"institutions":[{"id":"https://openalex.org/I4210142749","display_name":"Italian Resuscitation Council","ror":"https://ror.org/04y9b7t58","country_code":"IT","type":"other","lineage":["https://openalex.org/I4210142749"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"nonprofit","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT"],"is_corresponding":false,"raw_author_name":"Mario R. Guarracino","raw_affiliation_strings":["Italian National Research Council, Italy","Italian National Research Council (Italy)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Italian National Research Council, Italy","institution_ids":["https://openalex.org/I4210142749","https://openalex.org/I4210155236"]},{"raw_affiliation_string":"Italian National Research Council (Italy)","institution_ids":["https://openalex.org/I4210142749","https://openalex.org/I4210155236"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5077550520"],"corresponding_institution_ids":["https://openalex.org/I71267560"],"apc_list":null,"apc_paid":null,"fwci":0.3841,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6896192,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"1","issue":"2","first_page":"85","last_page":"94"},"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/T11641","display_name":"Insect and Pesticide Research","score":0.9973000288009644,"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/T10225","display_name":"Essential Oils and Antimicrobial Activity","score":0.9771000146865845,"subfield":{"id":"https://openalex.org/subfields/1106","display_name":"Food 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"}}],"keywords":[{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.7706369161605835},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5634065866470337},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.56011962890625},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5020968914031982},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4663875102996826},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.458700567483902},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3973538875579834}],"concepts":[{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7706369161605835},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5634065866470337},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.56011962890625},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5020968914031982},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4663875102996826},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.458700567483902},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3973538875579834},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jaeis.2010070105","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jaeis.2010070105","pdf_url":null,"source":{"id":"https://openalex.org/S129247094","display_name":"International Journal of Agricultural and Environmental Information Systems","issn_l":"1947-3192","issn":["1947-3192","1947-3206"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Agricultural and Environmental Information Systems","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jaeis0:v:1:y:2010:i:2:p:85-94","is_oa":false,"landing_page_url":"https://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/jaeis.2010070105","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.5},{"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16","score":0.47999998927116394}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W650013066","https://openalex.org/W1821979084","https://openalex.org/W2059195525","https://openalex.org/W2078360463","https://openalex.org/W2089181240","https://openalex.org/W2115119020","https://openalex.org/W2121073603","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2465587473","https://openalex.org/W2609034426","https://openalex.org/W3120421331"],"related_works":["https://openalex.org/W1585007175","https://openalex.org/W2382521049","https://openalex.org/W2144385241","https://openalex.org/W2090763504","https://openalex.org/W2165950148","https://openalex.org/W4253593777","https://openalex.org/W2951497643","https://openalex.org/W4300101996","https://openalex.org/W148178222","https://openalex.org/W3101625811"],"abstract_inverted_index":{"In":[0,58],"this":[1],"paper,":[2],"the":[3,6,9,15,33,53,65],"authors":[4],"address":[5],"problem":[7],"of":[8,11,17,20,35,55,60],"discrimination":[10,66],"geographical":[12],"origin":[13,54],"and":[14,26],"selection":[16],"marker":[18],"species":[19],"honeys":[21,61,70],"using":[22],"Support":[23],"Vector":[24],"Machines":[25],"z-scores.":[27],"The":[28],"methodology":[29],"is":[30,71],"based":[31],"on":[32],"elaboration":[34],"palynological":[36],"data":[37],"with":[38,73],"statistical":[39],"learning":[40],"methodologies.":[41],"This":[42],"innovative":[43],"solution":[44],"provides":[45],"a":[46],"simple":[47],"yet":[48],"powerful":[49],"tool":[50],"to":[51],"detect":[52],"honey":[56],"samples.":[57],"case":[59],"from":[62,67],"Sorrento":[63],"Peninsula,":[64],"other":[68],"Italian":[69],"obtained":[72],"high":[74],"accuracy.":[75]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-05-21T09:19:25.381259","created_date":"2025-10-10T00:00:00"}