{"id":"https://openalex.org/W2055968723","doi":"https://doi.org/10.1021/ci970223h","title":"Application of a Feed-Forward Artificial Neural Network as a Mapping Device","display_name":"Application of a Feed-Forward Artificial Neural Network as a Mapping Device","publication_year":1997,"publication_date":"1997-11-01","ids":{"openalex":"https://openalex.org/W2055968723","doi":"https://doi.org/10.1021/ci970223h","mag":"2055968723"},"language":"en","primary_location":{"id":"doi:10.1021/ci970223h","is_oa":false,"landing_page_url":"https://doi.org/10.1021/ci970223h","pdf_url":null,"source":{"id":"https://openalex.org/S171559003","display_name":"Journal of Chemical Information and Computer Sciences","issn_l":"0095-2338","issn":["0095-2338","1520-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Computer Sciences","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/A5040696917","display_name":"Robert Kocjan\u010di\u010d","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210152560","display_name":"National Institute of Chemistry","ror":"https://ror.org/050mac570","country_code":"SI","type":"facility","lineage":["https://openalex.org/I4210152560"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Robert Kocjan\u010di\u010d","raw_affiliation_strings":["Jozef Stefan Institute, Jamova 39, 1001 Ljubljana, Slovenia, and National Institute of Chemistry, Hajdrihova 19, 1001 Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute, Jamova 39, 1001 Ljubljana, Slovenia, and National Institute of Chemistry, Hajdrihova 19, 1001 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210152560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042418492","display_name":"Jure Zupan","orcid":"https://orcid.org/0000-0001-9410-4588"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]},{"id":"https://openalex.org/I4210152560","display_name":"National Institute of Chemistry","ror":"https://ror.org/050mac570","country_code":"SI","type":"facility","lineage":["https://openalex.org/I4210152560"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jure Zupan","raw_affiliation_strings":["Jozef Stefan Institute, Jamova 39, 1001 Ljubljana, Slovenia, and National Institute of Chemistry, Hajdrihova 19, 1001 Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jozef Stefan Institute, Jamova 39, 1001 Ljubljana, Slovenia, and National Institute of Chemistry, Hajdrihova 19, 1001 Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210152560"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5040696917"],"corresponding_institution_ids":["https://openalex.org/I3006985408","https://openalex.org/I4210152560"],"apc_list":null,"apc_paid":null,"fwci":1.3863,"has_fulltext":false,"cited_by_count":21,"citation_normalized_percentile":{"value":0.77686363,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":"37","issue":"6","first_page":"985","last_page":"989"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9988999962806702,"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":0.9988999962806702,"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/T11667","display_name":"Advanced Chemical Sensor Technologies","score":0.9728999733924866,"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/T10333","display_name":"Meat and Animal Product Quality","score":0.9541000127792358,"subfield":{"id":"https://openalex.org/subfields/1103","display_name":"Animal Science and Zoology"},"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/self-organizing-map","display_name":"Self-organizing map","score":0.8360017538070679},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.8118609189987183},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6472657918930054},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6466280221939087},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6355482935905457},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5819029808044434},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5378137826919556},{"id":"https://openalex.org/keywords/feedforward-neural-network","display_name":"Feedforward neural network","score":0.4811324179172516},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.4586065411567688},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4446165859699249},{"id":"https://openalex.org/keywords/chemistry","display_name":"Chemistry","score":0.057207733392715454}],"concepts":[{"id":"https://openalex.org/C111168008","wikidata":"https://www.wikidata.org/wiki/Q1136838","display_name":"Self-organizing map","level":3,"score":0.8360017538070679},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.8118609189987183},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6472657918930054},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6466280221939087},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6355482935905457},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5819029808044434},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5378137826919556},{"id":"https://openalex.org/C47702885","wikidata":"https://www.wikidata.org/wiki/Q5441227","display_name":"Feedforward neural network","level":3,"score":0.4811324179172516},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.4586065411567688},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4446165859699249},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.057207733392715454},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C178790620","wikidata":"https://www.wikidata.org/wiki/Q11351","display_name":"Organic chemistry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1021/ci970223h","is_oa":false,"landing_page_url":"https://doi.org/10.1021/ci970223h","pdf_url":null,"source":{"id":"https://openalex.org/S171559003","display_name":"Journal of Chemical Information and Computer Sciences","issn_l":"0095-2338","issn":["0095-2338","1520-5142"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320006","host_organization_name":"American Chemical Society","host_organization_lineage":["https://openalex.org/P4310320006"],"host_organization_lineage_names":["American Chemical Society"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Chemical Information and Computer Sciences","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1495014680","https://openalex.org/W1501730368","https://openalex.org/W1987531805","https://openalex.org/W1996935034","https://openalex.org/W2027369388","https://openalex.org/W2035269383","https://openalex.org/W2087070363","https://openalex.org/W2089468765","https://openalex.org/W2444627965","https://openalex.org/W3023540311","https://openalex.org/W3207342693","https://openalex.org/W4213332169","https://openalex.org/W4236857239","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2034551444","https://openalex.org/W2023416609","https://openalex.org/W1844640764","https://openalex.org/W2051216975","https://openalex.org/W2982550593","https://openalex.org/W2090505479","https://openalex.org/W2144077772","https://openalex.org/W2978573861","https://openalex.org/W926742521","https://openalex.org/W2013265235"],"abstract_inverted_index":{"The":[0,15,74,108,123],"article":[1],"presents":[2],"the":[3,20,32,37,46,54,58,63,67,71,101,111,121,126,131],"ability":[4,76],"to":[5,19,36,45,57,83,115],"use":[6],"a":[7,12,28,95],"feed-forward":[8],"neural":[9,22],"network":[10,23,87],"as":[11],"mapping":[13],"tool.":[14],"objects":[16],"are":[17,40,62],"fed":[18],"artificial":[21],"with":[24,135],"two":[25,68],"neurons":[26,69],"in":[27,41,130,138],"hidden":[29,72],"layer,":[30],"and":[31,90,137],"result":[33],"is":[34,81],"compared":[35,82],"targets":[38],"which":[39],"our":[42],"case":[43],"equal":[44],"inputs":[47],"themselves.":[48],"After":[49],"training":[50],"one":[51],"can":[52],"plot":[53],"objects'":[55],"labels":[56],"map":[59],"whose":[60],"coordinates":[61],"output":[64],"values":[65],"of":[66,70,77,85,98,103,110,120,125,133],"layer.":[73],"clustering":[75],"such":[78],"an":[79],"arrangement":[80],"those":[84,119],"Kohonen":[86],"feature":[88],"maps":[89],"Principal":[91],"Components":[92],"Analysis":[93],"using":[94],"well-known":[96],"set":[97,102],"data,":[99],"namely":[100],"572":[104],"Italian":[105],"olive":[106],"oils.":[107],"results":[109],"presented":[112],"method":[113],"seems":[114],"be":[116],"better":[117],"than":[118],"PCA.":[122],"power":[124],"new":[127],"tool":[128],"lies":[129],"possibility":[132],"coping":[134],"nonlinearities":[136],"its":[139],"continuous":[140],"nature.":[141]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-17T06:14:20.161405","created_date":"2025-10-10T00:00:00"}
