{"id":"https://openalex.org/W4389108573","doi":"https://doi.org/10.17977/um018v6i12023p15-23","title":"Ant Colony Optimization for Resistor Color Code Detection","display_name":"Ant Colony Optimization for Resistor Color Code Detection","publication_year":2023,"publication_date":"2023-07-01","ids":{"openalex":"https://openalex.org/W4389108573","doi":"https://doi.org/10.17977/um018v6i12023p15-23"},"language":"en","primary_location":{"id":"doi:10.17977/um018v6i12023p15-23","is_oa":true,"landing_page_url":"http://dx.doi.org/10.17977/um018v6i12023p15-23","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/38745/11531","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"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":"Knowledge Engineering and Data Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://journal2.um.ac.id/index.php/keds/article/download/38745/11531","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5030252376","display_name":"Slamet Wibawanto","orcid":null},"institutions":[{"id":"https://openalex.org/I102893293","display_name":"State University of Malang","ror":"https://ror.org/00ypgyy34","country_code":"ID","type":"education","lineage":["https://openalex.org/I102893293"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Slamet Wibawanto","raw_affiliation_strings":["Universitas Negeri Malang, Indonesia","Universitas Negeri Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Malang, Indonesia","institution_ids":["https://openalex.org/I102893293"]},{"raw_affiliation_string":"Universitas Negeri Malang","institution_ids":["https://openalex.org/I102893293"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076592147","display_name":"Kartika Candra Kirana","orcid":"https://orcid.org/0000-0001-9468-2361"},"institutions":[{"id":"https://openalex.org/I102893293","display_name":"State University of Malang","ror":"https://ror.org/00ypgyy34","country_code":"ID","type":"education","lineage":["https://openalex.org/I102893293"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kartika Candra Kirana","raw_affiliation_strings":["Universitas Negeri Malang, Indonesia","Universitas Negeri Malang"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Negeri Malang, Indonesia","institution_ids":["https://openalex.org/I102893293"]},{"raw_affiliation_string":"Universitas Negeri Malang","institution_ids":["https://openalex.org/I102893293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042281603","display_name":"Hani Ramadhan","orcid":"https://orcid.org/0000-0003-1357-7469"},"institutions":[{"id":"https://openalex.org/I4921948","display_name":"Pusan National University","ror":"https://ror.org/01an57a31","country_code":"KR","type":"education","lineage":["https://openalex.org/I4921948"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hani Ramadhan","raw_affiliation_strings":["Pusan National University, South Korea","Pusan National University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Pusan National University, South Korea","institution_ids":["https://openalex.org/I4921948"]},{"raw_affiliation_string":"Pusan National University","institution_ids":["https://openalex.org/I4921948"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15923997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"6","issue":"1","first_page":"15","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.06499999761581421,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.06499999761581421,"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/T13748","display_name":"Advanced Statistical Modeling Techniques","score":0.059700001031160355,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.056299999356269836,"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/resistor","display_name":"Resistor","score":0.871698796749115},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.7955889701843262},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.6958349943161011},{"id":"https://openalex.org/keywords/matrix","display_name":"Matrix (chemical analysis)","score":0.6657898426055908},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5604260563850403},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5200228691101074},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5153562426567078},{"id":"https://openalex.org/keywords/distance-matrix","display_name":"Distance matrix","score":0.5025250911712646},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.49003612995147705},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.45062097907066345},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.4282549023628235},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39070624113082886},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27463510632514954},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19347769021987915},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.13983914256095886},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.09130749106407166},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.08273088932037354},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.06467470526695251}],"concepts":[{"id":"https://openalex.org/C137488568","wikidata":"https://www.wikidata.org/wiki/Q5321","display_name":"Resistor","level":3,"score":0.871698796749115},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.7955889701843262},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.6958349943161011},{"id":"https://openalex.org/C106487976","wikidata":"https://www.wikidata.org/wiki/Q685816","display_name":"Matrix (chemical analysis)","level":2,"score":0.6657898426055908},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5604260563850403},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5200228691101074},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5153562426567078},{"id":"https://openalex.org/C111208986","wikidata":"https://www.wikidata.org/wiki/Q901698","display_name":"Distance matrix","level":2,"score":0.5025250911712646},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.49003612995147705},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.45062097907066345},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.4282549023628235},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39070624113082886},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27463510632514954},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19347769021987915},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.13983914256095886},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.09130749106407166},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.08273088932037354},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.06467470526695251},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.17977/um018v6i12023p15-23","is_oa":true,"landing_page_url":"http://dx.doi.org/10.17977/um018v6i12023p15-23","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/38745/11531","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"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":"Knowledge Engineering and Data Science","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:987b8b2d807d409999341c6c542f366d","is_oa":true,"landing_page_url":"https://doaj.org/article/987b8b2d807d409999341c6c542f366d","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Knowledge Engineering and Data Science, Vol 6, Iss 1, Pp 15-23 (2023)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.17977/um018v6i12023p15-23","is_oa":true,"landing_page_url":"http://dx.doi.org/10.17977/um018v6i12023p15-23","pdf_url":"https://journal2.um.ac.id/index.php/keds/article/download/38745/11531","source":{"id":"https://openalex.org/S4210237352","display_name":"Knowledge Engineering and Data Science","issn_l":"2597-4602","issn":["2597-4602","2597-4637"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":"https://openalex.org/P4310314921","host_organization_name":"State University of Malang","host_organization_lineage":["https://openalex.org/P4310314921"],"host_organization_lineage_names":["State University of Malang"],"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":"Knowledge Engineering and Data Science","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4389108573.pdf"},"referenced_works_count":29,"referenced_works":["https://openalex.org/W1540230954","https://openalex.org/W1966721907","https://openalex.org/W2006252547","https://openalex.org/W2097963807","https://openalex.org/W2100137329","https://openalex.org/W2100893877","https://openalex.org/W2118573797","https://openalex.org/W2188493176","https://openalex.org/W2548173724","https://openalex.org/W2562816396","https://openalex.org/W2781995820","https://openalex.org/W2786198482","https://openalex.org/W2901537565","https://openalex.org/W2901957804","https://openalex.org/W2915513530","https://openalex.org/W2997015656","https://openalex.org/W3094535648","https://openalex.org/W3110808467","https://openalex.org/W3210931623","https://openalex.org/W3213282376","https://openalex.org/W3216346749","https://openalex.org/W4214656083","https://openalex.org/W4224293447","https://openalex.org/W4230561438","https://openalex.org/W4232502322","https://openalex.org/W4280651928","https://openalex.org/W4285507436","https://openalex.org/W4298002863","https://openalex.org/W6641948906"],"related_works":["https://openalex.org/W3200817179","https://openalex.org/W1960166976","https://openalex.org/W1992708211","https://openalex.org/W2380067098","https://openalex.org/W1548152478","https://openalex.org/W2106247205","https://openalex.org/W2543503210","https://openalex.org/W2137172615","https://openalex.org/W2112564789","https://openalex.org/W1538049194"],"abstract_inverted_index":{"In":[0,70],"the":[1,75,115,141],"early":[2],"stages":[3],"of":[4,53,96,105,111,140],"learning":[5],"resistors,":[6],"introducing":[7],"color-based":[8],"values":[9,62],"is":[10,27,41,56,131],"needed.":[11],"Moreover,":[12],"some":[13],"combinations":[14],"require":[15],"a":[16,23,29,42,51],"resistor":[17,24,35,127],"trip":[18],"analysis":[19],"to":[20,58,63,83,133],"identify.":[21],"Unfortunately,":[22],"body":[25],"color":[26],"considered":[28],"local":[30,68,85,100,135],"solution,":[31],"which":[32],"often":[33],"confuses":[34],"coloration.":[36],"Ant":[37],"Colony":[38],"Optimization":[39],"(ACO)":[40],"heuristic":[43,81],"algorithm":[44],"that":[45],"can":[46],"recognize":[47],"problems":[48],"with":[49,98],"traveling":[50],"group":[52],"ants.":[54],"ACO":[55],"proposed":[57],"select":[59],"commercial":[60],"matrix":[61,76],"be":[64],"computed":[65],"without":[66,137],"preventing":[67],"solutions.":[69,86,101],"this":[71],"study,":[72],"each":[73],"explores":[74],"based":[77,91],"on":[78,92,108],"pheromones":[79],"and":[80,122],"information":[82],"generate":[84],"Global":[87],"solutions":[88,136],"are":[89],"selected":[90],"their":[93],"high":[94],"degree":[95],"similarity":[97],"other":[99],"The":[102],"first":[103],"stage":[104],"testing":[106],"focuses":[107],"exploring":[109],"variations":[110],"parameter":[112],"values.":[113],"Applying":[114],"best":[116],"parameters":[117],"resulted":[118],"in":[119],"85%":[120],"accuracy":[121],"43":[123],"seconds":[124],"for":[125],"20":[126],"images.":[128],"This":[129],"method":[130],"expected":[132],"prevent":[134],"wasteful":[138],"computation":[139],"matrix.":[142]},"counts_by_year":[],"updated_date":"2026-05-23T06:10:36.450269","created_date":"2025-10-10T00:00:00"}
