{"id":"https://openalex.org/W4393564731","doi":"https://doi.org/10.3233/jifs-219379","title":"Pollen grains detection of four plant species of Yucatan using deep learning","display_name":"Pollen grains detection of four plant species of Yucatan using deep learning","publication_year":2024,"publication_date":"2024-03-30","ids":{"openalex":"https://openalex.org/W4393564731","doi":"https://doi.org/10.3233/jifs-219379"},"language":"en","primary_location":{"id":"doi:10.3233/jifs-219379","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219379","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","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/A5094332033","display_name":"Miguel Angel Canul-Chin","orcid":null},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]},{"id":"https://openalex.org/I4210122862","display_name":"Autonomous University of Yucat\u00e1n","ror":null,"country_code":"MX","type":null,"lineage":["https://openalex.org/I4210122862"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Miguel Angel Canul-Chin","raw_affiliation_strings":["Universidad Aut\u00f3noma deYucat\u00e1n","Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma deYucat\u00e1n","institution_ids":["https://openalex.org/I4210122862"]},{"raw_affiliation_string":"Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico","institution_ids":["https://openalex.org/I23878562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041945687","display_name":"Yolanda Moguel-Ord\u00f3\u00f1ez","orcid":"https://orcid.org/0000-0003-4805-4035"},"institutions":[{"id":"https://openalex.org/I4210086193","display_name":"Instituto Nacional de Investigaciones Forestales Agr\u00edcolas y Pecuarias","ror":"https://ror.org/00r6gdp61","country_code":"MX","type":"facility","lineage":["https://openalex.org/I4210086193"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Yolanda Beatriz Moguel-Ord\u00f3\u00f1ez","raw_affiliation_strings":["Campo Experimental Mococh\u00e1-INIFAP, Antiguacarretera M\u00e9rida-Motul Km. 24.5, Mococha, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Campo Experimental Mococh\u00e1-INIFAP, Antiguacarretera M\u00e9rida-Motul Km. 24.5, Mococha, Mexico","institution_ids":["https://openalex.org/I4210086193"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074945731","display_name":"Anabel Mart\u00edn-Gonz\u00e1lez","orcid":"https://orcid.org/0000-0002-6512-1060"},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]},{"id":"https://openalex.org/I4210122862","display_name":"Autonomous University of Yucat\u00e1n","ror":null,"country_code":"MX","type":null,"lineage":["https://openalex.org/I4210122862"]}],"countries":["MX"],"is_corresponding":true,"raw_author_name":"Anabel Martin-Gonzalez","raw_affiliation_strings":["Universidad Aut\u00f3noma deYucat\u00e1n","Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma deYucat\u00e1n","institution_ids":["https://openalex.org/I4210122862"]},{"raw_affiliation_string":"Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico","institution_ids":["https://openalex.org/I23878562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045339641","display_name":"Carlos Brito\u2010Loeza","orcid":"https://orcid.org/0000-0003-2970-2113"},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]},{"id":"https://openalex.org/I4210122862","display_name":"Autonomous University of Yucat\u00e1n","ror":null,"country_code":"MX","type":null,"lineage":["https://openalex.org/I4210122862"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Carlos Brito-Loeza","raw_affiliation_strings":["Universidad Aut\u00f3noma deYucat\u00e1n","Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma deYucat\u00e1n","institution_ids":["https://openalex.org/I4210122862"]},{"raw_affiliation_string":"Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico","institution_ids":["https://openalex.org/I23878562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070008372","display_name":"Ricardo Legarda-S\u00e1enz","orcid":"https://orcid.org/0000-0003-4875-324X"},"institutions":[{"id":"https://openalex.org/I23878562","display_name":"Autonomous University of Yucat\u00e1n","ror":"https://ror.org/032p1n739","country_code":"MX","type":"education","lineage":["https://openalex.org/I23878562"]},{"id":"https://openalex.org/I4210122862","display_name":"Autonomous University of Yucat\u00e1n","ror":null,"country_code":"MX","type":null,"lineage":["https://openalex.org/I4210122862"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"Ricardo Legarda-Saenz","raw_affiliation_strings":["Universidad Aut\u00f3noma deYucat\u00e1n","Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universidad Aut\u00f3noma deYucat\u00e1n","institution_ids":["https://openalex.org/I4210122862"]},{"raw_affiliation_string":"Computational Learning and Imaging Research, Facultad de Matem\u00e1ticas, Universidad Aut\u00f3noma deYucat\u00e1n, Anillo Perif\u00e9rico Norte, Tab. Cat. 13615, Merida, Mexico","institution_ids":["https://openalex.org/I23878562"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074945731"],"corresponding_institution_ids":["https://openalex.org/I23878562","https://openalex.org/I4210122862"],"apc_list":{"value":4150,"currency":"USD","value_usd":4150},"apc_paid":null,"fwci":0.1228,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.34171393,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"50","issue":"2","first_page":"620","last_page":"627"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9894999861717224,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9807999730110168,"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/T12388","display_name":"Identification and Quantification in Food","score":0.9681000113487244,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pollen","display_name":"Pollen","score":0.8008058071136475},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4106537997722626},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.37737977504730225},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.32264018058776855}],"concepts":[{"id":"https://openalex.org/C2780618852","wikidata":"https://www.wikidata.org/wiki/Q79932","display_name":"Pollen","level":2,"score":0.8008058071136475},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4106537997722626},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.37737977504730225},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.32264018058776855}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/jifs-219379","is_oa":false,"landing_page_url":"https://doi.org/10.3233/jifs-219379","pdf_url":null,"source":{"id":"https://openalex.org/S179157397","display_name":"Journal of Intelligent & Fuzzy Systems","issn_l":"1064-1246","issn":["1064-1246","1875-8967"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent & Fuzzy Systems: Applications in Engineering and Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5,"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1483870316","https://openalex.org/W2108598243","https://openalex.org/W2117539524","https://openalex.org/W2194775991","https://openalex.org/W2528342945","https://openalex.org/W2541674938","https://openalex.org/W2963037989","https://openalex.org/W2963101856","https://openalex.org/W2964137095","https://openalex.org/W2969937244","https://openalex.org/W3018757597","https://openalex.org/W3091457382","https://openalex.org/W3133506360","https://openalex.org/W3149778189","https://openalex.org/W4206628805","https://openalex.org/W4323073036","https://openalex.org/W4386076325","https://openalex.org/W6687483927","https://openalex.org/W6713132643","https://openalex.org/W6717166474"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2082860237","https://openalex.org/W2119695867","https://openalex.org/W2130076355","https://openalex.org/W1990804418","https://openalex.org/W1993764875","https://openalex.org/W2046158694","https://openalex.org/W2788277189","https://openalex.org/W2042874314","https://openalex.org/W2013243191"],"abstract_inverted_index":{"Yucatan":[0,14,92],"has":[1,15],"a":[2,50,72],"variety":[3],"of":[4,7,23,45,81,87,91,98,102],"plant":[5,89],"species":[6,90],"melliferous":[8],"importance.":[9],"The":[10],"honey":[11,34,100],"produced":[12],"in":[13,33,84],"several":[16],"special":[17],"properties":[18],"that":[19,53],"make":[20],"it":[21],"one":[22],"the":[24,29,78,96,99],"most":[25],"demanded":[26],"internationally.":[27],"Analyzing":[28],"pollen":[30,82],"grains":[31,83],"present":[32],"is":[35,49],"essential":[36],"to":[37,93,95],"determine":[38],"its":[39,43],"quality":[40],"and":[41],"identify":[42],"plants":[44],"origin.":[46,103],"This":[47],"study":[48],"time-consuming":[51],"process":[52],"must":[54],"be":[55],"carried":[56],"out":[57],"by":[58],"highly":[59],"trained":[60],"palynologists.":[61],"In":[62],"this":[63],"work,":[64],"we":[65],"propose":[66],"an":[67],"improved":[68],"model":[69],"based":[70],"on":[71],"fully":[73],"convolutional":[74],"neural":[75],"network":[76],"for":[77],"automatic":[79],"detection":[80],"microscopic":[85],"images":[86],"four":[88],"contribute":[94],"analysis":[97],"designation":[101]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-08-21T09:56:20.448147","created_date":"2025-10-10T00:00:00"}