{"id":"https://openalex.org/W1991576946","doi":"https://doi.org/10.1109/jstars.2014.2303634","title":"An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery","display_name":"An Adaptive Memetic Fuzzy Clustering Algorithm With Spatial Information for Remote Sensing Imagery","publication_year":2014,"publication_date":"2014-02-14","ids":{"openalex":"https://openalex.org/W1991576946","doi":"https://doi.org/10.1109/jstars.2014.2303634","mag":"1991576946"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2014.2303634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2303634","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"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/A5100754351","display_name":"Yanfei Zhong","orcid":"https://orcid.org/0000-0001-9446-5850"},"institutions":[{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yanfei Zhong","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030713988","display_name":"Ailong Ma","orcid":"https://orcid.org/0000-0003-3692-6473"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ailong Ma","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100673818","display_name":"Liangpei Zhang","orcid":"https://orcid.org/0000-0001-6890-3650"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liangpei Zhang","raw_affiliation_strings":["State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China"],"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Information Engineering in Surveying, Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I4210118728","https://openalex.org/I37461747"]},{"raw_affiliation_string":"State Key Lab. of Inf. Eng. in Surveying, Mapping & Remote Sensing, Wuhan Univ., Wuhan, , China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100754351"],"corresponding_institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":null,"fwci":11.6499,"has_fulltext":false,"cited_by_count":77,"citation_normalized_percentile":{"value":0.98524217,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"7","issue":"4","first_page":"1235","last_page":"1248"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9926999807357788,"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"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9926999807357788,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9872999787330627,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9858999848365784,"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/cluster-analysis","display_name":"Cluster analysis","score":0.7756427526473999},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6095781922340393},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.5630176067352295},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5078809857368469},{"id":"https://openalex.org/keywords/memetic-algorithm","display_name":"Memetic algorithm","score":0.5062800645828247},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4598776400089264},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.4537407159805298},{"id":"https://openalex.org/keywords/differential-evolution","display_name":"Differential evolution","score":0.4451693594455719},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.4242985248565674},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4238373637199402},{"id":"https://openalex.org/keywords/local-search","display_name":"Local search (optimization)","score":0.41494494676589966},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3674260973930359},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36569714546203613},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.32623791694641113},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29784321784973145}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7756427526473999},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6095781922340393},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.5630176067352295},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5078809857368469},{"id":"https://openalex.org/C35129592","wikidata":"https://www.wikidata.org/wiki/Q324793","display_name":"Memetic algorithm","level":3,"score":0.5062800645828247},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4598776400089264},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.4537407159805298},{"id":"https://openalex.org/C74750220","wikidata":"https://www.wikidata.org/wiki/Q2662197","display_name":"Differential evolution","level":2,"score":0.4451693594455719},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.4242985248565674},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4238373637199402},{"id":"https://openalex.org/C135320971","wikidata":"https://www.wikidata.org/wiki/Q1868524","display_name":"Local search (optimization)","level":2,"score":0.41494494676589966},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3674260973930359},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36569714546203613},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.32623791694641113},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29784321784973145}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jstars.2014.2303634","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jstars.2014.2303634","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W18216792","https://openalex.org/W659473080","https://openalex.org/W1498782169","https://openalex.org/W1537525636","https://openalex.org/W1595159159","https://openalex.org/W1969076164","https://openalex.org/W1986658236","https://openalex.org/W1995875735","https://openalex.org/W2003138879","https://openalex.org/W2011430131","https://openalex.org/W2012216972","https://openalex.org/W2017782250","https://openalex.org/W2019683663","https://openalex.org/W2029023663","https://openalex.org/W2049779581","https://openalex.org/W2049932954","https://openalex.org/W2050565653","https://openalex.org/W2053154970","https://openalex.org/W2057670944","https://openalex.org/W2068926763","https://openalex.org/W2104274529","https://openalex.org/W2107402227","https://openalex.org/W2108859253","https://openalex.org/W2111811973","https://openalex.org/W2113076747","https://openalex.org/W2115242586","https://openalex.org/W2119019914","https://openalex.org/W2120223913","https://openalex.org/W2131090729","https://openalex.org/W2131435419","https://openalex.org/W2134691826","https://openalex.org/W2138810473","https://openalex.org/W2150593711","https://openalex.org/W2155262811","https://openalex.org/W2162145193","https://openalex.org/W2164800951","https://openalex.org/W2164934768","https://openalex.org/W2165012164","https://openalex.org/W2165885026","https://openalex.org/W2170975407","https://openalex.org/W2777872058","https://openalex.org/W3015688538"],"related_works":["https://openalex.org/W2163647484","https://openalex.org/W47248985","https://openalex.org/W2000270779","https://openalex.org/W2154827005","https://openalex.org/W2129486222","https://openalex.org/W3144175025","https://openalex.org/W1778024729","https://openalex.org/W2042716007","https://openalex.org/W1587473980","https://openalex.org/W2122796518"],"abstract_inverted_index":{"Due":[0],"to":[1,27,47,137,179],"its":[2],"inherent":[3],"complexity,":[4],"remote":[5,111,155,240],"sensing":[6,112,156,241],"image":[7],"clustering":[8,16,29,60,105,149,165,256],"is":[9,31,34,45,115,159,167,176],"a":[10,72,77,86,119,191,196],"challenging":[11],"task.":[12],"Recently,":[13],"some":[14],"spatial-based":[15],"approaches":[17,61],"have":[18],"been":[19],"proposed;":[20],"however,":[21],"one":[22,36],"crucial":[23],"factor":[24],"with":[25,107,123,151,195,253],"regard":[26],"their":[28,40],"quality":[30],"that":[32,38,244],"there":[33],"usually":[35],"parameter":[37,211],"controls":[39],"spatial":[41,108,126,152],"information":[42,109,127,153],"weight,":[43],"which":[44,117,214],"difficult":[46],"determine.":[48],"Meanwhile,":[49],"the":[50,55,95,131,140,143,164,181,186,209,216,225,233,245,254],"traditional":[51,255],"optimization":[52,88,171],"methods":[53,83],"of":[54,133,142,190,208,232],"objective":[56,121,183,226],"functions":[57],"for":[58,110,154,229],"these":[59,82],"often":[62],"cannot":[63,68],"function":[64,122,227],"well":[65],"because":[66],"they":[67],"simultaneously":[69],"possess":[70],"both":[71],"local":[73,197,202,217],"search":[74,79,188,198,203,218],"capability":[75,141],"and":[76,93],"global":[78,187],"capability.":[80],"Furthermore,":[81],"only":[84],"use":[85],"single":[87],"method":[89,199],"rather":[90],"than":[91],"hybridizing":[92],"combining":[94,185],"existing":[96],"algorithmic":[97],"structures.":[98],"In":[99,135,162],"this":[100],"paper,":[101],"an":[102,124,145,170],"adaptive":[103,125,146],"fuzzy":[104,148],"algorithm":[106,150,175,194],"imagery":[113,157],"(AFCM_S1)":[114],"proposed,":[116],"defines":[118],"new":[120],"weight":[128],"by":[129,223],"using":[130,200,238],"concept":[132],"entropy.":[134],"order":[136],"further":[138],"enhance":[139],"optimization,":[144],"memetic":[147,174],"(AMASFC)":[158],"also":[160],"proposed.":[161],"AMASFC,":[163],"problem":[166],"transformed":[168],"into":[169],"problem.":[172],"A":[173],"then":[177],"utilized":[178],"optimize":[180],"proposed":[182,247],"function,":[184],"ability":[189],"differential":[192],"evolution":[193],"Gaussian":[201],"(GLS).":[204],"The":[205,235],"optimal":[206],"value":[207],"specific":[210],"in":[212],"GLS,":[213],"determines":[215],"efficiency,":[219],"can":[220],"be":[221],"obtained":[222],"comparing":[224],"increment":[228],"different":[230],"values":[231],"parameter.":[234],"experimental":[236],"results":[237],"three":[239],"images":[242],"show":[243],"two":[246],"algorithms":[248],"are":[249],"effective":[250],"when":[251],"compared":[252],"algorithms.":[257]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":12},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":11},{"year":2017,"cited_by_count":9},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
