{"id":"https://openalex.org/W4392002807","doi":"https://doi.org/10.23960/jtep-l.v13i1.223-231","title":"Classification of Banana Types Based on The Geometrical Attributes using Artificial Neural Network Method","display_name":"Classification of Banana Types Based on The Geometrical Attributes using Artificial Neural Network Method","publication_year":2024,"publication_date":"2024-02-21","ids":{"openalex":"https://openalex.org/W4392002807","doi":"https://doi.org/10.23960/jtep-l.v13i1.223-231"},"language":"en","primary_location":{"id":"doi:10.23960/jtep-l.v13i1.223-231","doi":"https://doi.org/10.23960/jtep-l.v13i1.223-231","is_oa":true,"landing_page_url":"http://dx.doi.org/10.23960/jtep-l.v13i1.223-231","pdf_url":"https://jurnal.fp.unila.ac.id/index.php/JTP/article/download/6692/pdf","source":{"id":"https://openalex.org/S4210221677","display_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","issn_l":"2302-559X","issn":["2302-559X","2549-0818"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315187","host_organization_name":"Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung","host_organization_lineage":["https://openalex.org/P4310315187"],"host_organization_lineage_names":["Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","raw_type":"journal-article"},"parent_works":[],"lineage":["https://openalex.org/W4392002807"],"child_works_count":0,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://jurnal.fp.unila.ac.id/index.php/JTP/article/download/6692/pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016728901","display_name":"Sri Waluyo","orcid":"https://orcid.org/0000-0003-4334-3022","observed_orcids":["https://orcid.org/0000-0003-4334-3022"]},"institutions":[{"id":"https://openalex.org/I12833781","display_name":"Lampung University","ror":"https://ror.org/05wtz9f44","country_code":"ID","type":"education","lineage":["https://openalex.org/I12833781"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Sri Waluyo","raw_affiliation_strings":["University of Lampung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lampung","institution_ids":["https://openalex.org/I12833781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093971725","display_name":"Retama Agung Pangestu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I12833781","display_name":"Lampung University","ror":"https://ror.org/05wtz9f44","country_code":"ID","type":"education","lineage":["https://openalex.org/I12833781"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Retama Agung Pangestu","raw_affiliation_strings":["University of Lampung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lampung","institution_ids":["https://openalex.org/I12833781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032401321","display_name":"Warji Warji","orcid":"https://orcid.org/0000-0003-0723-550X","observed_orcids":["https://orcid.org/0000-0003-0723-550X"]},"institutions":[{"id":"https://openalex.org/I12833781","display_name":"Lampung University","ror":"https://ror.org/05wtz9f44","country_code":"ID","type":"education","lineage":["https://openalex.org/I12833781"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Warji Warji","raw_affiliation_strings":["University of Lampung"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Lampung","institution_ids":["https://openalex.org/I12833781"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051794842","display_name":"Tri Wahyu Saputra","orcid":"https://orcid.org/0000-0003-3505-3121","observed_orcids":["https://orcid.org/0000-0003-3505-3121"]},"institutions":[{"id":"https://openalex.org/I3129486149","display_name":"Universitas Jember","ror":"https://ror.org/049f0ha78","country_code":"ID","type":"education","lineage":["https://openalex.org/I3129486149"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Tri Wahyu Saputra","raw_affiliation_strings":["Universitas Jember"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Jember","institution_ids":["https://openalex.org/I3129486149"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":400000,"currency":"IDR","value_usd":26},"apc_paid":{"value":400000,"currency":"IDR","value_usd":26},"fwci":0.4106,"has_fulltext":true,"cited_by_count":2,"citation_normalized_percentile":{"value":0.54890434,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"13","issue":"1","first_page":"223","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10616","display_name":"Smart Agriculture and AI","score":0.725600004196167,"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":0.725600004196167,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":0.1265999972820282,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.04280000180006027,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/banana","display_name":"banana","score":0.515999972820282},{"id":"https://openalex.org/keywords/musa-paradisiaca","display_name":"Musa paradisiaca","score":0.996999979019165},{"id":"https://openalex.org/keywords/neural-network","display_name":"artificial neural networks","score":0.9259999990463257},{"id":"https://openalex.org/keywords/backpropagation","display_name":"backpropagation","score":0.7590000033378601},{"id":"https://openalex.org/keywords/ambon-banana","display_name":"Ambon banana","score":0.9990000128746033},{"id":"https://openalex.org/keywords/kepok-banana","display_name":"kepok banana","score":1.0},{"id":"https://openalex.org/keywords/fruit-shape","display_name":"fruit shape","score":0.4560000002384186},{"id":"https://openalex.org/keywords/peel-color","display_name":"peel color","score":0.6370000243186951}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7801856398582458},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5993672013282776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5182521343231201},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4913918077945709}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23960/jtep-l.v13i1.223-231","doi":"https://doi.org/10.23960/jtep-l.v13i1.223-231","is_oa":true,"landing_page_url":"http://dx.doi.org/10.23960/jtep-l.v13i1.223-231","pdf_url":"https://jurnal.fp.unila.ac.id/index.php/JTP/article/download/6692/pdf","source":{"id":"https://openalex.org/S4210221677","display_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","issn_l":"2302-559X","issn":["2302-559X","2549-0818"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315187","host_organization_name":"Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung","host_organization_lineage":["https://openalex.org/P4310315187"],"host_organization_lineage_names":["Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.23960/jtep-l.v13i1.223-231","doi":"https://doi.org/10.23960/jtep-l.v13i1.223-231","is_oa":true,"landing_page_url":"http://dx.doi.org/10.23960/jtep-l.v13i1.223-231","pdf_url":"https://jurnal.fp.unila.ac.id/index.php/JTP/article/download/6692/pdf","source":{"id":"https://openalex.org/S4210221677","display_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","issn_l":"2302-559X","issn":["2302-559X","2549-0818"],"is_oa":true,"is_in_doaj":true,"is_core":false,"listed_in":["doaj"],"host_organization":"https://openalex.org/P4310315187","host_organization_name":"Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung","host_organization_lineage":["https://openalex.org/P4310315187"],"host_organization_lineage_names":["Teknologi Hasil Pertanian, Fakultas Pertanian, Universitas Lampung"],"type":"journal"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Jurnal Teknik Pertanian Lampung (Journal of Agricultural Engineering)","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Zero hunger","id":"https://metadata.un.org/sdg/2","score":0.9208999872207642}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4392002807.pdf","grobid_xml":"https://content.openalex.org/works/W4392002807.grobid-xml"},"referenced_works_count":16,"referenced_works":["https://openalex.org/W153106256","https://openalex.org/W1516336914","https://openalex.org/W1563989202","https://openalex.org/W2033282198","https://openalex.org/W2063079640","https://openalex.org/W2189983223","https://openalex.org/W2346323031","https://openalex.org/W2626141068","https://openalex.org/W2782181320","https://openalex.org/W2913375439","https://openalex.org/W3009500702","https://openalex.org/W3021080969","https://openalex.org/W3091151686","https://openalex.org/W4252244066","https://openalex.org/W4283792866","https://openalex.org/W4301350476"],"related_works":["https://openalex.org/W7001174597","https://openalex.org/W3183720449","https://openalex.org/W2947619032","https://openalex.org/W4285225653","https://openalex.org/W2042411821","https://openalex.org/W6992721827","https://openalex.org/W2966485103","https://openalex.org/W4401863227","https://openalex.org/W2027843593","https://openalex.org/W4401182192"],"abstract_inverted_index":{"Banana":[0,173],"(Musa":[1],"paradisiaca)":[2],"is":[3,149,167],"one":[4,57],"of":[5,20,66,78,107,136,141,163],"the":[6,15,43,79,96,100,108,118,146,154,158,161,164],"important":[7],"horticultural":[8],"commodities.":[9],"This":[10,143],"study":[11,42],"aims":[12],"to":[13,29,152],"measure":[14],"physical":[16],"and":[17,26,28,63,72,76,85,98,105,127,138],"geometrical":[18],"parameters":[19],"three":[21],"different":[22],"bananas":[23,129],"(Muli,":[24],"Ambon,":[25],"Kepok)":[27],"develop":[30],"prediction":[31,165],"equations":[32],"using":[33],"an":[34,133,139],"Artificial":[35,170],"Neural":[36,171],"Network":[37],"(ANN)":[38],"model.":[39],"In":[40],"this":[41],"backpropagation":[44],"ANN":[45,54,120,147],"model":[46,55,97,101,121,148],"with":[47,132],"supervised":[48],"learning":[49],"method":[50],"was":[51,130],"used.":[52],"The":[53,92,114],"had":[56],"output":[58],"node,":[59],"two":[60],"hidden":[61],"layers,":[62],"network":[64],"architecture":[65],"8":[67],"inputs,":[68],"namely":[69],"fruit":[70,88],"weight":[71],"volume,":[73],"projected":[74],"area":[75],"roundness":[77],"fruit,":[80],"cross":[81,89],"section,":[82],"peel":[83],"color,":[84],"geometric":[86],"mean":[87],"section":[90],"diameter.":[91],"data":[93,110],"for":[94,123],"building":[95],"testing":[99],"were":[102],"respectively":[103],"70%":[104],"30%":[106],"150":[109],"number":[111],"in":[112],"total.":[113],"results":[115,166],"showed":[116],"that":[117,145],"best":[119],"structure":[122],"estimating":[124],"Muli,":[125],"Ambon":[126],"Kepok":[128],"purelin-logsig-logsig":[131],"RMSE":[134],"value":[135],"0.0077":[137],"R2":[140],"0.9999.":[142],"shows":[144],"highly":[150],"robust":[151],"predict":[153],"banana":[155],"types.":[156],"Using":[157],"built":[159],"model,":[160],"accuracy":[162],"100%.":[168],"Keywords:":[169],"Network,":[172],"fruits,":[174],"Geometry":[175],"attribute.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-11-13T13:42:25.865203","created_date":"2024-02-22T00:00:00"}