{"id":"https://openalex.org/W4381059635","doi":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","title":"Machine learning based approach for detection of fake banknotes using support vector machine","display_name":"Machine learning based approach for detection of fake banknotes using support vector machine","publication_year":2023,"publication_date":"2023-06-17","ids":{"openalex":"https://openalex.org/W4381059635","doi":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022"},"language":"en","primary_location":{"id":"doi:10.11591/ijeecs.v31.i2.pp1016-1022","doi":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/30853/17498","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/30853/17498","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073226061","display_name":"Haider Khalil Easa","orcid":"https://orcid.org/0000-0002-8370-0816","observed_orcids":["https://orcid.org/0000-0002-8370-0816"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Haider Khalil Easa","raw_affiliation_strings":["Al-Kitab University"],"raw_orcid":"https://orcid.org/0000-0002-8370-0816","affiliations":[{"raw_affiliation_string":"Al-Kitab University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054831032","display_name":"Ali Ali Saber","orcid":"https://orcid.org/0000-0002-9021-9772","observed_orcids":["https://orcid.org/0000-0002-9021-9772"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Ali Saber","raw_affiliation_strings":["Al-Kitab University"],"raw_orcid":"https://orcid.org/0000-0002-9021-9772","affiliations":[{"raw_affiliation_string":"Al-Kitab University","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041647452","display_name":"Noor Kaylan Hamid","orcid":"https://orcid.org/0000-0003-2619-0773","observed_orcids":["https://orcid.org/0000-0003-2619-0773"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Noor Kaylan Hamid","raw_affiliation_strings":["Al-Kitab University"],"raw_orcid":"https://orcid.org/0000-0003-2619-0773","affiliations":[{"raw_affiliation_string":"Al-Kitab University","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5091815895","display_name":"Hindren Ali Saber","orcid":"https://orcid.org/0009-0004-9054-1392","observed_orcids":["https://orcid.org/0009-0004-9054-1392","https://orcid.org/0000-0002-1743-6017"]},"institutions":[{"id":"https://openalex.org/I4405253865","display_name":"Erbil Polytechnic University","ror":"https://ror.org/015m6h915","country_code":"IQ","type":"education","lineage":["https://openalex.org/I4405253865"]}],"countries":["IQ"],"is_corresponding":false,"raw_author_name":"Hindren Ali Saber","raw_affiliation_strings":["Erbil Polytechnic University"],"raw_orcid":"https://orcid.org/0009-0004-9054-1392","affiliations":[{"raw_affiliation_string":"Erbil Polytechnic University","institution_ids":["https://openalex.org/I4405253865"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8104,"has_fulltext":true,"cited_by_count":11,"citation_normalized_percentile":{"value":0.68102725,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"31","issue":"2","first_page":"1016","last_page":"1016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9994999766349792,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10828","display_name":"Biometric Identification and Security","score":0.0,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.0,"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/counterfeit-banknote-detection","display_name":"counterfeit banknote detection","score":0.8989999890327454},{"id":"https://openalex.org/keywords/counterfeit-currency","display_name":"counterfeit currency","score":0.8759999871253967},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"support vector machine","score":0.9559999704360962},{"id":"https://openalex.org/keywords/image-classification","display_name":"image classification","score":0.7459999918937683},{"id":"https://openalex.org/keywords/banknote-authentication","display_name":"banknote authentication","score":0.6370000243186951},{"id":"https://openalex.org/keywords/pattern-classification","display_name":"pattern classification","score":0.49900001287460327}],"concepts":[{"id":"https://openalex.org/C2779356469","wikidata":"https://www.wikidata.org/wiki/Q502918","display_name":"Counterfeit","level":2,"score":0.8422318696975708},{"id":"https://openalex.org/C141121606","wikidata":"https://www.wikidata.org/wiki/Q8142","display_name":"Currency","level":2,"score":0.8328192830085754},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.7776687741279602},{"id":"https://openalex.org/C94124525","wikidata":"https://www.wikidata.org/wiki/Q912550","display_name":"Categorization","level":2,"score":0.7137829661369324},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5871069431304932},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5552030205726624},{"id":"https://openalex.org/C2779681140","wikidata":"https://www.wikidata.org/wiki/Q47433","display_name":"Banknote","level":2,"score":0.4806769788265228},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.45803311467170715},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.43768173456192017},{"id":"https://openalex.org/C134121241","wikidata":"https://www.wikidata.org/wiki/Q899301","display_name":"Yield (engineering)","level":2,"score":0.415463387966156},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1745077669620514},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.10269564390182495},{"id":"https://openalex.org/C556758197","wikidata":"https://www.wikidata.org/wiki/Q580018","display_name":"Monetary economics","level":1,"score":0.10177898406982422},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.11591/ijeecs.v31.i2.pp1016-1022","doi":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/30853/17498","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.11591/ijeecs.v31.i2.pp1016-1022","doi":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","is_oa":true,"landing_page_url":"https://doi.org/10.11591/ijeecs.v31.i2.pp1016-1022","pdf_url":"https://ijeecs.iaescore.com/index.php/IJEECS/article/download/30853/17498","source":{"id":"https://openalex.org/S2764855249","display_name":"Indonesian Journal of Electrical Engineering and Computer Science","issn_l":"2502-4752","issn":["2502-4752","2502-4760"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","norway-1","poland-20","russia-white-list-2"],"host_organization":"https://openalex.org/P4310315009","host_organization_name":"Institute of Advanced Engineering and Science (IAES)","host_organization_lineage":["https://openalex.org/P4310315009"],"host_organization_lineage_names":["Institute of Advanced Engineering and Science (IAES)"],"type":"journal"},"license":"cc-by-nc","license_id":"https://openalex.org/licenses/cc-by-nc","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Indonesian Journal of Electrical Engineering and Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4381059635.pdf","grobid_xml":"https://content.openalex.org/works/W4381059635.grobid-xml"},"referenced_works_count":28,"referenced_works":["https://openalex.org/W2013857630","https://openalex.org/W2025001960","https://openalex.org/W2091012362","https://openalex.org/W2106264387","https://openalex.org/W2130089372","https://openalex.org/W2292052972","https://openalex.org/W2333252900","https://openalex.org/W2769020013","https://openalex.org/W2792578380","https://openalex.org/W2964379237","https://openalex.org/W2980578413","https://openalex.org/W2995098893","https://openalex.org/W3081799531","https://openalex.org/W3084056908","https://openalex.org/W3115490817","https://openalex.org/W3125521639","https://openalex.org/W3126673331","https://openalex.org/W3174224525","https://openalex.org/W3184763657","https://openalex.org/W3189507326","https://openalex.org/W3205885973","https://openalex.org/W3209719763","https://openalex.org/W4225642695","https://openalex.org/W4229443108","https://openalex.org/W4244444366","https://openalex.org/W4284693641","https://openalex.org/W4304091656","https://openalex.org/W6925186442"],"related_works":["https://openalex.org/W3125521639","https://openalex.org/W4410175943","https://openalex.org/W4399984841","https://openalex.org/W6888871249","https://openalex.org/W4389580241","https://openalex.org/W4408048448","https://openalex.org/W4292397333","https://openalex.org/W2908627567","https://openalex.org/W4404084227","https://openalex.org/W2561599671"],"abstract_inverted_index":{"Currency":[0],"counterfeiting":[1],"is":[2,23,139],"a":[3,11,98],"significant":[4],"offense":[5],"that":[6,31,157],"has":[7],"an":[8],"impact":[9],"on":[10,90],"nation's":[12],"finances.":[13],"Due":[14],"to":[15,27,44,80,146],"the":[16,64,70,85,109,124,128,131,150,158],"enormous":[17],"progress":[18],"in":[19,35,55,59,69],"printing":[20],"technology,":[21],"it":[22,41,144],"now":[24],"quite":[25],"simple":[26],"create":[28],"fake":[29,57,67,103],"currency":[30,34,58,68],"resembles":[32],"real":[33,106],"both":[36],"appearance":[37],"and":[38,138],"texture,":[39],"making":[40],"nearly":[42],"difficult":[43],"manually":[45],"tell":[46],"them":[47,88],"apart.":[48],"The":[49],"suggested":[50,159],"approach":[51],"will":[52,155],"be":[53],"helpful":[54],"identifying":[56],"financial":[60],"systems.":[61],"Because":[62],"of":[63,66,87,130,152],"rise":[65],"market,":[71],"numerous":[72],"false":[73],"note":[74],"detecting":[75],"techniques":[76],"are":[77],"available":[78],"globally":[79],"address":[81],"this":[82,94],"issue,":[83],"however":[84],"most":[86],"rely":[89],"expensive":[91],"technology.":[92],"In":[93],"paper,":[95],"we'll":[96],"introduce":[97],"revolutionary":[99],"way":[100],"for":[101],"separating":[102],"banknotes":[104],"from":[105,127],"ones":[107],"using":[108],"support":[110],"vector":[111],"machine":[112],"(SVM)":[113],"approach.":[114],"To":[115],"categorize":[116],"bank":[117,132],"notes":[118],"as":[119],"authentic":[120],"or":[121],"counterfeit":[122],"utilizing":[123],"data":[125],"retrieved":[126],"photos":[129],"notes,":[133],"SVM":[134],"performs":[135],"better":[136],"overall":[137],"more":[140],"effective,":[141],"particularly":[142],"when":[143],"comes":[145],"pattern":[147],"categorization.":[148],"Finally,":[149],"results":[151],"our":[153],"experiment":[154],"demonstrate":[156],"algorithm":[160],"does":[161],"really":[162],"yield":[163],"extremely":[164],"good":[165],"performance.":[166]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1}],"updated_date":"2026-11-07T11:25:07.637180","created_date":"2023-06-18T00:00:00"}
