{"id":"https://openalex.org/W7128295563","doi":"https://doi.org/10.1007/978-3-032-15993-9_24","title":"Improving Automated Species Identification in\u00a0Herbaria Using Contrastive Learning","display_name":"Improving Automated Species Identification in\u00a0Herbaria Using Contrastive Learning","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7128295563","doi":"https://doi.org/10.1007/978-3-032-15993-9_24"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-032-15993-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15993-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5030415769","display_name":"Alisson da Silva Vieira","orcid":"https://orcid.org/0000-0001-9552-8526"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":true,"raw_author_name":"Alisson da Silva Vieira","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004057625","display_name":"Diego Bertolini","orcid":"https://orcid.org/0000-0002-6196-4538"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Diego Bertolini","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091089168","display_name":"L. A. OLIVEIRA","orcid":null},"institutions":[{"id":"https://openalex.org/I52418104","display_name":"Universidade Federal do Paran\u00e1","ror":"https://ror.org/05syd6y78","country_code":"BR","type":"education","lineage":["https://openalex.org/I52418104"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Luiz S. Oliveira","raw_affiliation_strings":["Department of Informatics, Federal University of Paran\u00e1, Curitiba, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Federal University of Paran\u00e1, Curitiba, Brazil","institution_ids":["https://openalex.org/I52418104"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011085600","display_name":"Andr\u00e9 Lu\u00eds Schwerz","orcid":"https://orcid.org/0000-0002-8328-7144"},"institutions":[{"id":"https://openalex.org/I1283613182","display_name":"Universidade Tecnol\u00f3gica Federal do Paran\u00e1","ror":"https://ror.org/002v2kq79","country_code":"BR","type":"education","lineage":["https://openalex.org/I1283613182"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Andr\u00e9 Luis Schwerz","raw_affiliation_strings":["Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Federal University of Technology - Paran\u00e1, Campo Mour\u00e3o, Brazil","institution_ids":["https://openalex.org/I1283613182"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5030415769"],"corresponding_institution_ids":["https://openalex.org/I1283613182"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.35754858,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"349","last_page":"363"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.14489999413490295,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T10616","display_name":"Smart Agriculture and AI","score":0.14489999413490295,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant 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/T13568","display_name":"Wood and Agarwood Research","score":0.13169999420642853,"subfield":{"id":"https://openalex.org/subfields/1605","display_name":"Organic 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/T10895","display_name":"Species Distribution and Climate Change","score":0.058400001376867294,"subfield":{"id":"https://openalex.org/subfields/2302","display_name":"Ecological Modeling"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/herbarium","display_name":"Herbarium","score":0.9302999973297119},{"id":"https://openalex.org/keywords/plant-identification","display_name":"Plant identification","score":0.8758000135421753},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.691100001335144},{"id":"https://openalex.org/keywords/bottleneck","display_name":"Bottleneck","score":0.5752000212669373},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5045999884605408},{"id":"https://openalex.org/keywords/species-identification","display_name":"Species identification","score":0.3637999892234802},{"id":"https://openalex.org/keywords/tag-system","display_name":"Tag system","score":0.3573000133037567}],"concepts":[{"id":"https://openalex.org/C78945076","wikidata":"https://www.wikidata.org/wiki/Q181916","display_name":"Herbarium","level":2,"score":0.9302999973297119},{"id":"https://openalex.org/C2776091240","wikidata":"https://www.wikidata.org/wiki/Q106238460","display_name":"Plant identification","level":2,"score":0.8758000135421753},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7864000201225281},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.691100001335144},{"id":"https://openalex.org/C2780513914","wikidata":"https://www.wikidata.org/wiki/Q18210350","display_name":"Bottleneck","level":2,"score":0.5752000212669373},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5273000001907349},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5045999884605408},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4408999979496002},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.40369999408721924},{"id":"https://openalex.org/C2987826769","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Species identification","level":2,"score":0.3637999892234802},{"id":"https://openalex.org/C75003639","wikidata":"https://www.wikidata.org/wiki/Q3267583","display_name":"Tag system","level":2,"score":0.3573000133037567},{"id":"https://openalex.org/C2985179745","wikidata":"https://www.wikidata.org/wiki/Q131449","display_name":"Plant species","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28690001368522644},{"id":"https://openalex.org/C77967617","wikidata":"https://www.wikidata.org/wiki/Q4677561","display_name":"Active learning (machine learning)","level":2,"score":0.2802000045776367},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2752000093460083},{"id":"https://openalex.org/C2777394807","wikidata":"https://www.wikidata.org/wiki/Q167346","display_name":"Botanical garden","level":2,"score":0.2745000123977661},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.2728999853134155},{"id":"https://openalex.org/C24412817","wikidata":"https://www.wikidata.org/wiki/Q1138178","display_name":"Plant taxonomy","level":4,"score":0.25780001282691956},{"id":"https://openalex.org/C6918288","wikidata":"https://www.wikidata.org/wiki/Q5201397","display_name":"Cytotaxonomy","level":5,"score":0.25119999051094055}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-032-15993-9_24","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-032-15993-9_24","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2083952240","https://openalex.org/W2179969133","https://openalex.org/W2513370137","https://openalex.org/W2552011409","https://openalex.org/W2743583628","https://openalex.org/W2744511114","https://openalex.org/W2783847648","https://openalex.org/W2792228298","https://openalex.org/W3039900714","https://openalex.org/W4210703993","https://openalex.org/W4280621688","https://openalex.org/W4292230829","https://openalex.org/W4410409995"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2026-02-08T00:00:00"}