{"id":"https://openalex.org/W2111928595","doi":"https://doi.org/10.1109/ijcnn.2008.4634150","title":"Image classification using Gradient-Based Fuzzy c-Means with Divergence Measure","display_name":"Image classification using Gradient-Based Fuzzy c-Means with Divergence Measure","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2111928595","doi":"https://doi.org/10.1109/ijcnn.2008.4634150","mag":"2111928595"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-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/A5022326567","display_name":"Dong-Chul Park","orcid":"https://orcid.org/0009-0007-7442-2301"},"institutions":[{"id":"https://openalex.org/I89440247","display_name":"Myongji University","ror":"https://ror.org/00s9dpb54","country_code":"KR","type":"education","lineage":["https://openalex.org/I89440247"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Dong-Chul Park","raw_affiliation_strings":["Department of Information Engineering, Myongji University, Yongin si, South Korea","Dept. of Inf. Eng., Myong Ji Univ., Yongin"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Myongji University, Yongin si, South Korea","institution_ids":["https://openalex.org/I89440247"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Myong Ji Univ., Yongin","institution_ids":["https://openalex.org/I89440247"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110227301","display_name":"Dong-Min Woo","orcid":null},"institutions":[{"id":"https://openalex.org/I89440247","display_name":"Myongji University","ror":"https://ror.org/00s9dpb54","country_code":"KR","type":"education","lineage":["https://openalex.org/I89440247"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Dong-Min Woo","raw_affiliation_strings":["Department of Information Engineering, Myongji University, Yongin si, South Korea","Dept. of Inf. Eng., Myong Ji Univ., Yongin"],"affiliations":[{"raw_affiliation_string":"Department of Information Engineering, Myongji University, Yongin si, South Korea","institution_ids":["https://openalex.org/I89440247"]},{"raw_affiliation_string":"Dept. of Inf. Eng., Myong Ji Univ., Yongin","institution_ids":["https://openalex.org/I89440247"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5022326567"],"corresponding_institution_ids":["https://openalex.org/I89440247"],"apc_list":null,"apc_paid":null,"fwci":3.4323,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.9269116,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"2520","last_page":"2524"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9972000122070312,"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":0.9972000122070312,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9919000267982483,"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/T10057","display_name":"Face and Expression Recognition","score":0.9904000163078308,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/divergence","display_name":"Divergence (linguistics)","score":0.7579392790794373},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6955523490905762},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6817789077758789},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6295775771141052},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.594304084777832},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5403301119804382},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5048194527626038},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.49169212579727173},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4901443421840668},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4447251558303833},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.44218432903289795},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4294506311416626}],"concepts":[{"id":"https://openalex.org/C207390915","wikidata":"https://www.wikidata.org/wiki/Q1230525","display_name":"Divergence (linguistics)","level":2,"score":0.7579392790794373},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6955523490905762},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6817789077758789},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6295775771141052},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.594304084777832},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5403301119804382},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5048194527626038},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.49169212579727173},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4901443421840668},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4447251558303833},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.44218432903289795},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4294506311416626},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634150","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634150","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W35171300","https://openalex.org/W103212339","https://openalex.org/W1510537538","https://openalex.org/W1522416449","https://openalex.org/W1990517717","https://openalex.org/W1994615541","https://openalex.org/W2046079134","https://openalex.org/W2103384342","https://openalex.org/W2109655672","https://openalex.org/W2113076747","https://openalex.org/W2130070473","https://openalex.org/W2135346934","https://openalex.org/W2153149505","https://openalex.org/W2913066018","https://openalex.org/W4252521233","https://openalex.org/W6682542381"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W4312814274","https://openalex.org/W4285370786","https://openalex.org/W2296488620","https://openalex.org/W2418108191","https://openalex.org/W2067142008"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,20],"novel":[4],"classification":[5,42,55],"method":[6],"for":[7],"image":[8,36],"retrieval":[9],"using":[10],"gradient-based":[11],"fuzzy":[12,68],"c-means":[13,69],"with":[14],"divergence":[15],"measure":[16],"(GBFCM(DM)).":[17],"GBFCM(DM)":[18],"is":[19],"neural":[21],"network-based":[22],"algorithm":[23,56],"that":[24,52],"utilizes":[25],"the":[26,31,35,41,53,62],"Divergence":[27],"Measure":[28],"to":[29],"exploit":[30],"statistical":[32],"nature":[33],"of":[34,77],"data":[37,49],"and":[38,45,67],"thereby":[39],"improve":[40],"accuracy.":[43,78],"Experiments":[44],"results":[46],"on":[47],"various":[48],"sets":[50],"demonstrate":[51],"proposed":[54],"outperforms":[57],"conventional":[58],"algorithms":[59],"such":[60],"as":[61],"traditional":[63],"self-organizing":[64],"map":[65],"(SOM)":[66],"(FCM)":[70],"by":[71],"27%":[72],"-":[73],"28.5%":[74],"in":[75],"terms":[76]},"counts_by_year":[{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
