{"id":"https://openalex.org/W1981268396","doi":"https://doi.org/10.1145/2001858.2001981","title":"Medical image segmentation by hybridizing ant colony optimization and fuzzy clustering algorithm","display_name":"Medical image segmentation by hybridizing ant colony optimization and fuzzy clustering algorithm","publication_year":2011,"publication_date":"2011-07-12","ids":{"openalex":"https://openalex.org/W1981268396","doi":"https://doi.org/10.1145/2001858.2001981","mag":"1981268396"},"language":"en","primary_location":{"id":"doi:10.1145/2001858.2001981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","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/A5102794380","display_name":"Jeongmin Yu","orcid":"https://orcid.org/0000-0003-4027-7728"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Jeongmin Yu","raw_affiliation_strings":["Gwangju Institute of Science and Technology, Gwangju, South Korea","[Gwangju Institute of Science and Technology, Gwangju, South Korea]"],"affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology, Gwangju, South Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"[Gwangju Institute of Science and Technology, Gwangju, South Korea]","institution_ids":["https://openalex.org/I39534123"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056628638","display_name":"Sang-Goog Lee","orcid":"https://orcid.org/0000-0003-3060-6882"},"institutions":[{"id":"https://openalex.org/I4210133166","display_name":"The Catholic University of Korea Bucheon St. Mary's Hospital","ror":"https://ror.org/0443jbw36","country_code":"KR","type":"healthcare","lineage":["https://openalex.org/I4210133166","https://openalex.org/I4405260414","https://openalex.org/I87111246"]},{"id":"https://openalex.org/I84470341","display_name":"Catholic University of America","ror":"https://ror.org/047yk3s18","country_code":"US","type":"education","lineage":["https://openalex.org/I84470341"]}],"countries":["KR","US"],"is_corresponding":false,"raw_author_name":"Sang-Goog Lee","raw_affiliation_strings":["Catholic University, Bucheon, South Korea","Catholic University, Bucheon, South Korea#TAB#"],"affiliations":[{"raw_affiliation_string":"Catholic University, Bucheon, South Korea","institution_ids":["https://openalex.org/I4210133166"]},{"raw_affiliation_string":"Catholic University, Bucheon, South Korea#TAB#","institution_ids":["https://openalex.org/I84470341"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056743652","display_name":"Moongu Jeon","orcid":"https://orcid.org/0000-0002-2775-7789"},"institutions":[{"id":"https://openalex.org/I39534123","display_name":"Gwangju Institute of Science and Technology","ror":"https://ror.org/024kbgz78","country_code":"KR","type":"education","lineage":["https://openalex.org/I39534123"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Moongu Jeon","raw_affiliation_strings":["Gwangju Institute of Science and Technology, Gwangju , South Korea","[Gwangju Institute of Science and Technology, Gwangju, South Korea]"],"affiliations":[{"raw_affiliation_string":"Gwangju Institute of Science and Technology, Gwangju , South Korea","institution_ids":["https://openalex.org/I39534123"]},{"raw_affiliation_string":"[Gwangju Institute of Science and Technology, Gwangju, South Korea]","institution_ids":["https://openalex.org/I39534123"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102794380"],"corresponding_institution_ids":["https://openalex.org/I39534123"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.06977114,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"217","last_page":"218"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9914000034332275,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9914000034332275,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9904999732971191,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10052","display_name":"Medical Image Segmentation Techniques","score":0.986299991607666,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7973107695579529},{"id":"https://openalex.org/keywords/initialization","display_name":"Initialization","score":0.7765663862228394},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.6568293571472168},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6153519749641418},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5718438625335693},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5504221320152283},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5340793132781982},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5107007622718811},{"id":"https://openalex.org/keywords/ant-colony-optimization-algorithms","display_name":"Ant colony optimization algorithms","score":0.503868043422699},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.484625905752182},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.41738489270210266},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.4169026017189026},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.38090085983276367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3632691502571106}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7973107695579529},{"id":"https://openalex.org/C114466953","wikidata":"https://www.wikidata.org/wiki/Q6034165","display_name":"Initialization","level":2,"score":0.7765663862228394},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.6568293571472168},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6153519749641418},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5718438625335693},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5504221320152283},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5340793132781982},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5107007622718811},{"id":"https://openalex.org/C40128228","wikidata":"https://www.wikidata.org/wiki/Q460851","display_name":"Ant colony optimization algorithms","level":2,"score":0.503868043422699},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.484625905752182},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.41738489270210266},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.4169026017189026},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38090085983276367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3632691502571106},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2001858.2001981","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2001858.2001981","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 13th annual conference companion on Genetic and evolutionary computation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310638","display_name":"McGill University","ror":"https://ror.org/01pxwe438"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W1988176091","https://openalex.org/W1997547316","https://openalex.org/W2120688485","https://openalex.org/W2560876549"],"related_works":["https://openalex.org/W2556490192","https://openalex.org/W2892323093","https://openalex.org/W2361242132","https://openalex.org/W2406185607","https://openalex.org/W4308301473","https://openalex.org/W3071522575","https://openalex.org/W3140018618","https://openalex.org/W2389934482","https://openalex.org/W2351063574","https://openalex.org/W180210362"],"abstract_inverted_index":{"Possibilistic":[0],"c-means":[1,13],"(PCM)":[2],"algorithm":[3,44],"was":[4],"proposed":[5,88],"to":[6,29],"overcome":[7,35],"the":[8,16,23,30,61,71,76],"noise":[9],"sensitivity":[10],"of":[11,18,75,78],"fuzzy":[12,98],"(FCM).":[14],"However,":[15],"performance":[17],"PCM":[19,95],"depends":[20],"heavily":[21],"on":[22],"initialization,":[24],"and":[25,69,80,96],"often":[26],"deteriorates":[27],"due":[28],"coincident":[31,62],"clustering":[32,43,49,63,99],"problem.":[33],"To":[34],"these":[36],"problems,":[37],"we":[38],"propose":[39],"a":[40],"new":[41],"hybrid":[42,97],"that":[45,86],"incorporates":[46],"an":[47],"ACO-based":[48],"into":[50],"PCM,":[51],"namely":[52],"ACOPCM":[53,59],"for":[54],"noisy":[55],"image":[56],"segmentation.":[57],"Our":[58],"solves":[60],"problem":[64],"using":[65],"pre-classified":[66],"pixel":[67],"information":[68],"provides":[70],"near":[72],"optimal":[73],"initialization":[74],"number":[77],"clusters":[79],"their":[81],"centroids.":[82],"Experimental":[83],"results":[84],"demonstrate":[85],"our":[87],"approach":[89],"achieves":[90],"higher":[91],"segmentation":[92],"accuracy":[93],"than":[94],"approaches.":[100]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
