{“id”:“https://openalex.org/W4281763099“,”doi“:”https://doi.org/10.3390/sym14061149“,”title“:”使用K-Means聚类算法对遥感数据集进行对称分割的模型选择“,”display_name“:”使用K-Means聚类算法对遥感数据集进行对称分割的模型选择“,”publication_year“:2022,”publication_date“:”2022-06-02“,”ids“:{”openalex“:”https://openalex.org/W4281763099“,”doi“:”https://doi.org/10.3390/sym14061149“},”language“:”en“,”primary_location“:{”is_oa“:true,”landing_page_url“:”https://doi.org/10.3390/sym14061149,“pdf_url”:https://www.mdpi.com/2073-8994/14/6/1149/pdf?版本=1654315654,“源”:{“id”:https://openalex.org/S190787756“,”display_name“:”Symmetry“,”issn_l“:”2073-8994“,”isn“:[”20738-8994“],”is_oa“:true,”is-in_doaj“:trues,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”type“:”article“,”type_crossref“:“journal-article”,”indexed_in“:[”crossref“,”doaj“],”open_access“:{”is_oa“:true,”oa_status“:”gold“,”oa_url“:”https://www.mdpi.com/2073-8994/14/6/1149/pdf?版本=1654315654“,”any_repository_has_fulltext“:false},”authorships“:[{”author_position“:”第一“,”作者“:{”id“:”https://openalex.org/A5027997494“,”display_name“:”Ishfaq Ali“,”orcid“:null},”institutions“:[{”id“:”https://openalex.org/I181063083“,”display_name“:”Abdul Wali Khan University Mardan“,”ror“:”网址:https://ror.org/03b9y4e65“,”country_code“:”PK“,”type“:“教育”,”世系“:[”https://openalex.org/I181063083“]}],”国家“:[”PK“],”is_corresponding“:false,”raw_author_name“:”Ishfaq Ali“,”raw _ afiliation_strings“:[“巴基斯坦马尔丹阿卜杜勒·瓦利汗大学统计系,马尔丹23200”],”affiliations“:[{”raw _affiliation_strong“:”巴基斯坦马尔丹阿布杜勒·沃利汗大学统计学系,马尔丹23200”,“institution_ids”:[“https://openalex.org/I181063083“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5053314319“,”display_name“:”Atiq Ur Rehman“,”orcid“:”https://orcid.org/0000-0003-0248-7919},“机构”:[{“id”:https://openalex.org/I121243025“,”display_name“:”伊斯兰堡国际伊斯兰大学“,”ror“:”https://ror.org/047w75g40“,”country_code“:”PK“,”type“:“教育”,”世系“:[”https://openalex.org/I121243025“]}],”国家“:[”PK“],”is_corresponding“:false,”raw_author_name“:”Atiq Ur Rehman“,”raw _affiliation_strings“:[“巴基斯坦伊斯兰堡44000国际伊斯兰大学基础与应用科学学院数学与统计系”],”affiliations“:”巴基斯坦伊斯兰堡44000国际伊斯兰大学基础与应用科学学院数学与统计系“,“institution_ids”:[“https://openalex.org/I121243025“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5003729078“,”display_name“:”Dost Muhammad Khan“,”orcid“:”https://orcid.org/0000-0002-3919-8136},“机构”:[{“id”:https://openalex.org/I181063083“,”display_name“:”Abdul Wali Khan University Mardan“,”ror“:”网址:https://ror.org/03b9y4e65“,”country_code“:”PK“,”type“:“教育”,”世系“:[”https://openalex.org/I181063083“]}],”国家“:[”PK“],”is_corresponding“:false,”raw_author_name“:”Dost Muhammad Khan“,”raw _affiliation_strings“:[“巴基斯坦马尔丹23200阿卜杜勒·瓦利汗大学统计系”],“affiliations”:[{“raw_affiliation _string”:“巴基斯坦马尔丹23200阿普杜勒·沃利汗大学统计学系”,“institution_ids”:[”https://openalex.org/I181063083“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5084849204“,”display_name“:”扎尔达德·汗“,”orcid“:”https://orcid.org/0000-0003-3933-9143},“机构”:[{“id”:https://openalex.org/I181063083“,”display_name“:”Abdul Wali Khan University Mardan“,”ror“:”网址:https://ror.org/03b9y4e65“,”country_code“:”PK“,”type“:“教育”,”世系“:[”https://openalex.org/I181063083“]}],”国家“:[”PK“],”is_corresponding“:false,”raw_author_name“:”扎尔达德·汗“,”raw _ afiliation_strings“:[“巴基斯坦马尔丹23200阿卜杜勒·瓦利汗大学统计系”],”afiliations“:[{”raw _affiliation_strong“:”巴基斯坦马尔丹23200阿卜杜勒·瓦利汗学院统计系”,“institution_ids”:[“https://openalex.org/I181063083“]}]},{”author_position“:”middle“,”author“:{”id“:”https://openalex.org/A5040905393“,”display_name“:”穆罕默德·沙菲克“,”orcid“:”https://orcid.org/0000-0001-7337-7608},“机构”:[{“id”:https://openalex.org/I55240360“,”display_name“:”Yeungnam University“,”ror“:”https://ror.org/05yc6p159“,”country_code“:”KR“,”type“:”教育“,”血统“:[”https://openalex.org/I55240360“]}],”国家“:[”KR“],”is_corresponding“:false,”raw_author_name“:”Muhammad Shafiq“,”raw _ afiliation_strings“:[“韩国庆山延南大学信息与通信工程系,38541”],”affiliations“:”韩国庆山永南大学信息与通信工程系,38541“,“institution_ids”:[“https://openalex.org/I55240360“]}]},{”author_position“:”last“,”author“:{”id“:”https://openalex.org/A5012483680“,”display_name“:”Jin-Ghoo Choi“,”orcid“:”https://orcid.org/0000-0002-7186-2156},“机构”:[{“id”:https://openalex.org/I55240360“,”display_name“:”Yeungnam University“,”ror“:”网址:https://ror.org/05yc6p159“,”country_code“:”KR“,”type“:”教育“,”血统“:[”https://openalex.org/I55240360“]}],”国家“:[”KR“],”is_corresponding“:false,”raw_author_name“:”Jin-Choo Choi“,”raw _affiliation_strings“:[“韩国庆山延南大学信息与通信工程系,38541”],”affiliations“:”韩国庆山永南大学信息与通信工程系,38541“,“institution_ids”:[“https://openalex.org/I55240360“]}]}],”countries_distinct_count“:2,”institutions_disting_count”:3,”corresponding_author_ids“:[],”corresponding_institution_ids”:[]、“apc_list”:{“value”:2000,“currency”:“CHF”,“value_usd”:2165,“provenance”:“doaj”},“apc_payed”:{“value“2000,”currencry“:”CHF“,”value_usd:2165,“provance”:“doaj”“},”has_fulltext“:false,”cited_by_count“:12,”cited_by_percentile_year“:{”min“:95,”max“:96},“biblio”:{“volume”:“14”,“issue”:“6”,“first_page:”1149“,”last_page“:”1149https://openalex.org/T10637“,”“display_name”:“数据聚类技术与算法”,“score”:0.9997,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},”主题“:[{”id“:”https://openalex.org/T10637“,”“display_name”:“数据聚类技术与算法”,“score”:0.9997,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T10689“,”“display_name”:“高光谱图像分析与分类”,“score”:0.9932,“subfield”:{“id”:“https://openalex.org/subfields/2214“,”display_name“:”Media Technology“},”字段“:{”id“:”https://openalex.org/fields/22“,”display_name“:”Engineering“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}},{”id“:”https://openalex.org/T11901“,”“display_name”:“基于模型的混合模型聚类”,“score”:0.9859,“subfield”:{“id”:“https://openalex.org/subfields/1702“,”display_name“:”人工智能“},”字段“:{”id“:”https://openalex.org/fields/17“,”display_name“:”Computer Science“},”domain“:{”id“:”https://openalex.org/domains/3“,”display_name“:”物理科学“}}],”关键词“:[{”id“:”https://openalex.org/keywords/semi-supervised-clustering网站“,”display_name“:”半监督聚类“,”score“:0.6068},{”id“:”https://openalex.org/keywords/clustering-algorithms“,”display_name“:”聚类算法“,”score“:0.592337},{”id“:”https://openalex.org/keywords/density-based-clustering网站“,”display_name“:”基于密度的聚类“,”score“:0.589553},{”id“:”https://openalex.org/keywords/stream-data-clustering网站“,”display_name“:”流数据聚类“,”score“:0.550348},{”id“:”https://openalex.org/keywords/k-means网站“,”display_name“:”K-means“,”score“:0.53797}],”concepts“:[{”id“:”https://openalex.org/C73555534,“wikidata”:https://www.wikidata.org/wiki/Q622825“,”display_name“:”聚类分析“,”level“:2,”score“:0.7809204},{”id“:”https://openalex.org/C41008148,“wikidata”:https://www.wikidata.org/wiki/Q21198“,”display_name“:”计算机科学“,”level“:0,”score“:0.73022616},{”id“:”https://openalex.org/C146599234,“wikidata”:https://www.wikidata.org/wiki/Q511093“,”display_name“:”质心“,”level“:2,”score“:0.67971915},{”id“:”https://openalex.org/C124101348,“wikidata”:https://www.wikidata.org/wiki/Q172491“,”display_name“:”数据挖掘“,”level“:1,”score“:0.56768453},{”id“:”https://openalex.org/C11413529,“wikidata”:https://www.wikidata.org/wiki/Q8366“,”display_name“:”Algorithm“,”level“:1,”score“:0.53847724},{”id“:”https://openalex.org/C154945302,“wikidata”:https://www.wikidata.org/wiki/Q11660“,”display_name“:”人工智能“,”level“:1,”score“:0.49245533},{”id“:”https://openalex.org/C119857082,“wikidata”:https://www.wikidata.org/wiki/Q2539“,”display_name“:”机器学习“,”level“:1,”score“:0.38714126},{”id“:”https://openalex.org/C153180895,“wikidata”:https://www.wikidata.org/wiki/Q7148389“,”display_name“:”模式识别(心理学)“,”level“:2,”score“:0.34275347}],”mesh“:[],”locations_count“:2.”locations“:[{”is_oa“:true,”landing_page_url“:”https://doi.org/10.3390/sym14061149,“pdf_url”:https://www.mdpi.com/2073-8994/14/6/1149/pdf?版本=1654315654,“源”:{“id”:https://openalex.org/S190787756“,”display_name“:”Symmetry“,”issn_l“:”2073-8994“,”isn“:[”20738-8994“],”is_oa“:true,”is-in_doaj“:trues,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},{”is_oa“:false,”landing_page_url“:”https://doaj.org/article/3131f96569414f97a223f7764e6605dd“,”pdf_url“:null,”source“:{”id“:”https://openalex.org/S4306401280“,”display_name“:”DOAJ(DOAJ:开放存取期刊目录)“,”issn_l“:null,”issn“:null:”is_oa“:true,”is_in_DOAJ“:false,”host_organization“:null,”host_organization_name“:null,“host_orgganization_lineage”:[],“host_orgganization _lineage_names”:[[],“type”:“repository”},“license”:null、“license_id”:null、“version”:null.、“is_accepted”:false、“is_published“:false}],”最佳位置“:{”is_oa“:true,”登录页面url“:”https://doi.org/10.3390/sym14061149,“pdf_url”:https://www.mdi.com/2073-8994/14/6/1149/pdf?版本=1654315654,“源”:{“id”:https://openalex.org/S190787756“,”display_name“:”Symmetry“,”issn_l“:”2073-8994“,”isn“:[”20738-8994“],”is_oa“:true,”is-in_doaj“:trues,”host_organization“:”https://openalex.org/P4310310987“,”“host_organization_name”:“多学科数字出版研究所”,“host_ordanization_lineage”:[“https://openalex.org/P4310310987“],”host_organization_lineage_names“:[”多学科数字出版研究所“],“type”:“journal”},“license”:“cc-by”,“licence_id”:“https://openalex.org/licenses/cc-by“,”version“:”publishedVersion“,”is_accepted“:true,”is_published“:true},”sustainable_development_goals“:[{”display_name“:”可持续城市和社区“,”score“:0.84,”id“:”https://metadata.un.org/sdg/11“}],”grants“:[],”datasets“:[],”versions“:[】,”referenced_works_count“:33,”referrenced_works“:]”https://openalex.org/W1623080549","https://openalex.org/W1975152892","https://openalex.org/W1987971958","https://openalex.org/W1992724796","https://openalex.org/W2008788779","https://openalex.org/W2011430131","https://openalex.org/W2029064186","https://openalex.org/W2051224630","https://openalex.org/W2054804336","https://openalex.org/W2057923756","https://openalex.org/W2071949631","https://openalex.org/W2085487226","https://openalex.org/W2090658088","https://openalex.org/W2189625117","https://openalex.org/W2486172246","https://openalex.org/W2528237000","https://openalex.org/W2560185252","https://openalex.org/W2612972698","https://openalex.org/W2615533740","https://openalex.org/W2625793078","https://openalex.org/W2759444245","https://openalex.org/W2778728785","https://openalex.org/W2811460041","https://openalex.org/W2892534727","https://openalex.org/W2901602964","https://openalex.org/W2940570065","https://openalex.org/W2981860795","https://openalex.org/W2983751658","https://openalex.org/W2990138404","https://openalex.org/W3120740533","https://openalex.org/W4221126582","https://openalex.org/W4231375265","https://openalex.org/W579153682“],”related_works“:[”https://openalex.org/W4242386713","https://openalex.org/W3165040664","https://openalex.org/W3122652148","https://openalex.org/W3088649123","https://openalex.org/W2996505764","https://openalex.org/W2381926679","https://openalex.org/W2350539780","https://openalex.org/W2082644203","https://openalex.org/W2007009951","https://openalex.org/W1583866266“],”ngrams_url“:”https://api.openalex.org/works/W4281763099/ngrams网站“,”“abstract_inverted_index”:{“The”:[0],“importance”:[1],“of”:[2,31,73,92116190197209220],“unsupervised”:[3,18],“clustering”:[4,40,46,63],“methods”:[5],“is”:[6,48,81109126129158235],“well”:[7],“set”:[8],18018819119521021721227238251],“统计学“:[11],”和“:[12,37,51134145173204230244],”机器“:[13,56182],”学习“:[14,57183],”文献。“:[15],”许多“:[16],”复杂“:[17],”分类“:[19],”技术“:[20],”已经“:[21],”被“:[22],”制造“:[23],”可用“:[24],”到“:[25,34,68,82113],”交易“:[26],“与”:[27,61170194],”a“:[28,41,84,96114],”增长“:[29],“数量”:[30,72,91],”数据集。“:[32],“到期”:[33],“其”:[35],“简单性”:[36],“效率”:[38],“大型”:[42],“数据集”:[43],“k-means”:[45107],“算法”:[47108240],“仍然”:[49],“流行”:[50],“广泛”:[52],“使用”:[53],“社区”。“:[58],”“然而,”“:[59],”as“:[60152201],”other“:[62],”methods“,:[64],”it“:[65234],”requires“:66],”one“:/67154],”choose“:[69],”balanced“:[71122],”clusters“:[74143],”advanced“。“:[76],”This“:[77128],”paper\u2019s“:[78],”primary“:[79],”emphasis“:[80],”develop“:[83],”novel“:+85],”method“:[86193],”for“:[87141155],”finding“:88],”optimal“:[00123],”clusters“:[93],”k“:[94],”using“:[95206],”data-driven“:/97],”approach。“:[98],“Taking”:[99],“into”:[100],“account”:[101],“cluster”:[103],“symmetry”:[104157],“property”,“:[105],“applied”:[110],“multiple”:[111],“times”:[112],“range”:[115],“k”:[117124150],“values”:118140],“within”:[119],“which”:[12015],“value”:[125151],“expected”。“:[127],”基于“:[130],”关于“:[131166175],”唯一性“:[133],”对称“:[135],”自然“:[136],”中间“:[137],”质心“:[139],”产生“:[144],”我们“:[146],”选择“:[147],”最终“:[149],”观察到。“:[159],“We”:[160185],“evaluate”:[161187],“proposed”:[163192239],“algorithm\u2019s”:[164],“performance”:[165189],“different”:%167],“simulated”:[168],“dataset”:[169177],“controlled”:171],“parameters”:%172],“aust”:[174186],“real”:[176231],“take”:[178215],“from”:[179216],“UCI”:[181],“存储库。“:[184],”aim“:[196],”remote“:[198],”sensing,“:[199],”such“:[200],”森林砍伐“:[203],”都市化,“:[205],”satellite“:[207219],”images“:[208],”Islamabad“:[211],”region“:[212],”Pakistan,“:[214],”Sentinel-2B“:[218],”United“”:[222],“States”:[223],“Geological”:[224],“Survey”。“:[225],”From“:[226],”experimental“:[228],”results“:[229],”data“:[232],”analysis“,”:[233],“concluded”:[236],“that”:[237],“has”:[241],“better”:[242],“accuration”:[243],“minimum”:[245],“root”:[246],“mean”:[247],“square”:[248],“error”:[249],“to”:[250],“existing”“:[252],”方法。“:[253]},”cited_by_api_url“:”https://api.openalex.org/works?filter=cites:W4281763099“,”counts_by_year“:[{“年份”:2024,”cited_by_count“:2},{“年度”:2023,”ciped_by_cunt“:7},”{“年”:2022,“cited_by_count”:2}],”updated_date“:“2024-06-19T04:31:58.995012”,“创建日期”:“2022-06-13”}