{"id":"https://openalex.org/W1965238829","doi":"https://doi.org/10.5539/cis.v2n4p129","title":"A NN Image Classification Method Driven by the Mixed Fitness Function","display_name":"A NN Image Classification Method Driven by the Mixed Fitness Function","publication_year":2009,"publication_date":"2009-10-17","ids":{"openalex":"https://openalex.org/W1965238829","doi":"https://doi.org/10.5539/cis.v2n4p129","mag":"1965238829"},"language":"en","primary_location":{"id":"doi:10.5539/cis.v2n4p129","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p129","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/4278/3725","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ccsenet.org/journal/index.php/cis/article/download/4278/3725","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5032806691","display_name":"Shan Gai","orcid":"https://orcid.org/0000-0001-6139-1410"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shan Gai","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101499550","display_name":"Peng Liu","orcid":"https://orcid.org/0000-0002-0796-6524"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Liu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101726410","display_name":"Jiafeng Liu","orcid":"https://orcid.org/0009-0005-5530-8744"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiafeng Liu","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100873220","display_name":"Xianglong Tang","orcid":null},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xianglong Tang","raw_affiliation_strings":["School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Harbin Institute of Technology, Harbin 150001, China","institution_ids":["https://openalex.org/I204983213"]},{"raw_affiliation_string":"[Sch. of Comput. Sci. & Technol., Harbin Inst. of Technol.]","institution_ids":["https://openalex.org/I204983213"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3285,"has_fulltext":true,"cited_by_count":4,"citation_normalized_percentile":{"value":0.57309286,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"2","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14319","display_name":"Currency Recognition and Detection","score":0.9998999834060669,"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":0.9998999834060669,"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/T10640","display_name":"Spectroscopy and Chemometric Analyses","score":0.9366000294685364,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9280999898910522,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/fitness-function","display_name":"Fitness function","score":0.7949450016021729},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7559509873390198},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.6506198644638062},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.5024018287658691},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47640669345855713},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4692034125328064},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45695164799690247},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.44733887910842896},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4406784474849701},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4275311529636383},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2054513394832611}],"concepts":[{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.7949450016021729},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7559509873390198},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.6506198644638062},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.5024018287658691},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47640669345855713},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4692034125328064},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45695164799690247},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.44733887910842896},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4406784474849701},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4275311529636383},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2054513394832611},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","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}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5539/cis.v2n4p129","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p129","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/4278/3725","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.669.973","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.669.973","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://ccsenet.org/journal/index.php/cis/article/download/4278/3725/","raw_type":"text"}],"best_oa_location":{"id":"doi:10.5539/cis.v2n4p129","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v2n4p129","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/4278/3725","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.5099999904632568,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321940","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1965238829.pdf","grobid_xml":"https://content.openalex.org/works/W1965238829.grobid-xml"},"referenced_works_count":17,"referenced_works":["https://openalex.org/W1506244760","https://openalex.org/W1994554764","https://openalex.org/W2056390236","https://openalex.org/W2099782657","https://openalex.org/W2102796917","https://openalex.org/W2104550194","https://openalex.org/W2117155618","https://openalex.org/W2125229665","https://openalex.org/W2125247651","https://openalex.org/W2135737502","https://openalex.org/W2136569776","https://openalex.org/W2163934865","https://openalex.org/W2164316155","https://openalex.org/W2390766301","https://openalex.org/W2545586689","https://openalex.org/W4240344461","https://openalex.org/W6680137319"],"related_works":["https://openalex.org/W2357619356","https://openalex.org/W2326694407","https://openalex.org/W2106492215","https://openalex.org/W2082859007","https://openalex.org/W2378719652","https://openalex.org/W2115729582","https://openalex.org/W2164831575","https://openalex.org/W2094658154","https://openalex.org/W2370837632","https://openalex.org/W2353187647"],"abstract_inverted_index":{"The":[0],"mixed":[1,131],"fitness":[2,127,132],"function":[3,18,133],"of":[4,24,54,58,83,129,143,185],"the":[5,14,21,25,38,51,70,77,90,93,97,112,120,125,130,135,146,157,164,180,190,195,205],"error":[6],"sum":[7],"squares":[8],"linear":[9],"transformation":[10],"is":[11],"proposed":[12],"in":[13,37,145,163],"article,":[15],"and":[16,28,64,80,88,99,108,110,115,139,149,173,182,189],"this":[17,32,73],"can":[19,34],"improve":[20],"evaluation":[22],"method":[23,33,74,160,196],"individual":[26,126],"fitness,":[27],"combining":[29,197],"with":[30,85,167,201],"NN,":[31],"be":[35],"used":[36],"high-speed":[39],"paper":[40,55],"money":[41,56],"image":[42],"analysis":[43],"system.":[44],"Aiming":[45],"at":[46],"many":[47,101],"characters":[48],"such":[49,104],"as":[50,105,134,179],"high":[52],"comparability":[53],"images":[57,176,184],"different":[59],"denominations,":[60],"small":[61],"class":[62],"distance":[63],"large":[65],"in-class":[66],"discreteness":[67],"induced":[68],"by":[69,119,153],"using":[71],"abrasion,":[72],"first":[75],"codes":[76],"weight":[78,113,137],"values":[79,82,152],"threshold":[81,116,141],"NN":[84,144,154,202],"real":[86],"values,":[87],"transforms":[89],"problem":[91],"from":[92],"representation":[94],"type":[95],"to":[96,124,155],"genotype,":[98],"performs":[100],"genetic":[102,121,199],"operations":[103],"selecting,":[106],"crossing":[107],"variation,":[109],"takes":[111],"value":[114,117,128,138,142],"trained":[118],"algorithm":[122,200],"according":[123],"initial":[136,140],"next":[147],"stage,":[148],"trains":[150],"these":[151],"establish":[156],"sorter.":[158],"This":[159],"was":[161],"tested":[162],"embedded":[165],"system":[166],"resource":[168],"restriction":[169],"(TI":[170],"TMS320C6713":[171],"DSP),":[172],"20000":[174],"RMB":[175],"were":[177,187],"acquired":[178],"samples,":[181],"12000":[183],"them":[186],"tested,":[188],"test":[191],"result":[192],"indicated":[193],"that":[194],"improved":[198],"obviously":[203],"enhanced":[204],"recognition":[206],"rate.":[207]},"counts_by_year":[{"year":2017,"cited_by_count":2},{"year":2013,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
