{"id":"https://openalex.org/W1506752880","doi":"https://doi.org/10.1109/cibcb.2004.1393938","title":"Identification of botanical specimens using artificial neural networks","display_name":"Identification of botanical specimens using artificial neural networks","publication_year":2005,"publication_date":"2005-03-21","ids":{"openalex":"https://openalex.org/W1506752880","doi":"https://doi.org/10.1109/cibcb.2004.1393938","mag":"1506752880"},"language":"en","primary_location":{"id":"doi:10.1109/cibcb.2004.1393938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2004.1393938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing (IEEE Cat. No.04CH37612)","raw_type":"proceedings-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/A5111744552","display_name":"Jonathan Y. Clark","orcid":"https://orcid.org/0000-0002-6351-5939"},"institutions":[{"id":"https://openalex.org/I28290843","display_name":"University of Surrey","ror":"https://ror.org/00ks66431","country_code":"GB","type":"education","lineage":["https://openalex.org/I28290843"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"J.Y. Clark","raw_affiliation_strings":["Department of Computing (H3), University of Surrey, Guildford, Surrey, UK","Dept. of Comput., Surrey Univ., Guildford, , UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing (H3), University of Surrey, Guildford, Surrey, UK","institution_ids":["https://openalex.org/I28290843"]},{"raw_affiliation_string":"Dept. of Comput., Surrey Univ., Guildford, , UK","institution_ids":["https://openalex.org/I28290843"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5111744552"],"corresponding_institution_ids":["https://openalex.org/I28290843"],"apc_list":null,"apc_paid":null,"fwci":0.6263,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.66402391,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.96670001745224,"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"}},"topics":[{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.96670001745224,"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/T10320","display_name":"Neural Networks and Applications","score":0.921500027179718,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9186999797821045,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7363346815109253},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6596637964248657},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6439620852470398},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6340469121932983},{"id":"https://openalex.org/keywords/herbarium","display_name":"Herbarium","score":0.6316413283348083},{"id":"https://openalex.org/keywords/suite","display_name":"Suite","score":0.5586545467376709},{"id":"https://openalex.org/keywords/perceptron","display_name":"Perceptron","score":0.4451776146888733},{"id":"https://openalex.org/keywords/multilayer-perceptron","display_name":"Multilayer perceptron","score":0.4264053404331207},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4241224527359009},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.42367249727249146},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39497920870780945},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.38652873039245605},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.16707131266593933},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.10272520780563354},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.10078203678131104},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.06908714771270752},{"id":"https://openalex.org/keywords/archaeology","display_name":"Archaeology","score":0.0611039400100708}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7363346815109253},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6596637964248657},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6439620852470398},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6340469121932983},{"id":"https://openalex.org/C78945076","wikidata":"https://www.wikidata.org/wiki/Q181916","display_name":"Herbarium","level":2,"score":0.6316413283348083},{"id":"https://openalex.org/C79581498","wikidata":"https://www.wikidata.org/wiki/Q1367530","display_name":"Suite","level":2,"score":0.5586545467376709},{"id":"https://openalex.org/C60908668","wikidata":"https://www.wikidata.org/wiki/Q690207","display_name":"Perceptron","level":3,"score":0.4451776146888733},{"id":"https://openalex.org/C179717631","wikidata":"https://www.wikidata.org/wiki/Q2991667","display_name":"Multilayer perceptron","level":3,"score":0.4264053404331207},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4241224527359009},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.42367249727249146},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39497920870780945},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.38652873039245605},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.16707131266593933},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.10272520780563354},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.10078203678131104},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.06908714771270752},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0611039400100708},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/cibcb.2004.1393938","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cibcb.2004.1393938","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2004. 2004 IEEE International Geoscience and Remote Sensing (IEEE Cat. No.04CH37612)","raw_type":"proceedings-article"},{"id":"pmh:oai:alma.44SUR_INST:11139807840002346","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4210197018","display_name":"View","issn_l":"2688-268X","issn":["2688-268X","2688-3988"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":""},{"id":"pmh:oai:epubs.surrey.ac.uk:2397","is_oa":false,"landing_page_url":"http://epubs.surrey.ac.uk/2397/1/SRF002518.pdf","pdf_url":null,"source":{"id":"https://openalex.org/S4306400680","display_name":"Surrey Research Insight Open Access (The University of Surrey)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I28290843","host_organization_name":"University of Surrey","host_organization_lineage":["https://openalex.org/I28290843"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/15","display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W102285425","https://openalex.org/W321574940","https://openalex.org/W371305045","https://openalex.org/W763448517","https://openalex.org/W1974859193","https://openalex.org/W2002011878","https://openalex.org/W2024182184","https://openalex.org/W2051799742","https://openalex.org/W2071837852","https://openalex.org/W2122462621","https://openalex.org/W2124290836","https://openalex.org/W2323570151","https://openalex.org/W4247346963","https://openalex.org/W4252962411","https://openalex.org/W6622331510"],"related_works":["https://openalex.org/W2076543106","https://openalex.org/W2019891950","https://openalex.org/W2085842814","https://openalex.org/W4286643620","https://openalex.org/W2523437662","https://openalex.org/W4387048144","https://openalex.org/W2492135063","https://openalex.org/W2362514456","https://openalex.org/W2766585573","https://openalex.org/W4387490624"],"abstract_inverted_index":{"This":[0],"work":[1],"describes":[2],"a":[3,12,48,74,87,101],"method":[4],"of":[5,50,60,66,73,97,103],"training":[6],"an":[7],"artificial":[8],"neural":[9,36,51,62],"network,":[10],"specifically":[11],"multilayer":[13],"perceptron":[14],"(MLP),":[15],"to":[16,31,34,119],"identify":[17],"plants":[18],"using":[19],"morphological":[20],"characters":[21],"collected":[22],"from":[23,47],"herbarium":[24],"specimens.":[25],"A":[26,53],"practical":[27],"methodology":[28],"is":[29,55,89],"presented":[30],"enable":[32],"taxonomists":[33],"use":[35],"networks":[37],"as":[38],"advisory":[39],"tools":[40],"for":[41,69,109],"identification":[42,70],"purposes,":[43],"by":[44,71,95,107],"collating":[45],"results":[46],"population":[49],"networks.":[52],"comparison":[54,88],"made":[56,90],"between":[57],"the":[58,61,78,98,115,123],"ability":[59],"network":[63],"and":[64],"that":[65,110],"other":[67],"methods":[68],"means":[72,96],"case":[75],"study":[76],"in":[77],"ornamental":[79],"tree":[80],"genus":[81],"Tilia":[82],"L.":[83],"(Tiliaceae).":[84],"In":[85,112],"particular,":[86],"with":[91],"taxonomic":[92],"keys":[93],"generated":[94],"DELTA":[99,124],"system,":[100],"suite":[102],"programs":[104],"commonly":[105],"used":[106],"botanists":[108],"purpose.":[111],"this":[113],"study,":[114],"MLP":[116],"was":[117],"found":[118],"perform":[120],"better":[121],"than":[122],"key":[125],"generator.":[126]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
