{"id":"https://openalex.org/W2899708104","doi":"https://doi.org/10.1109/tfuzz.2018.2879465","title":"A Space Efficient Minimum Spanning Tree Approach to the Fuzzy Joint Points Clustering Algorithm","display_name":"A Space Efficient Minimum Spanning Tree Approach to the Fuzzy Joint Points Clustering Algorithm","publication_year":2018,"publication_date":"2018-11-06","ids":{"openalex":"https://openalex.org/W2899708104","doi":"https://doi.org/10.1109/tfuzz.2018.2879465","mag":"2899708104"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2018.2879465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2018.2879465","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Fuzzy Systems","raw_type":"journal-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/A5084150948","display_name":"Can At\u0131lgan","orcid":"https://orcid.org/0000-0002-1680-6207"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Can Atilgan","raw_affiliation_strings":["Department of Computer Science, Dokuz Eylul University, Izmir, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-1680-6207","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dokuz Eylul University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048847736","display_name":"Efendi Nas\u0131bov","orcid":"https://orcid.org/0000-0002-1889-6410"},"institutions":[{"id":"https://openalex.org/I193615760","display_name":"Dokuz Eyl\u00fcl University","ror":"https://ror.org/00dbd8b73","country_code":"TR","type":"education","lineage":["https://openalex.org/I193615760"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Efendi N. Nasibov","raw_affiliation_strings":["Department of Computer Science, Dokuz Eylul University, Izmir, Turkey"],"raw_orcid":"https://orcid.org/0000-0002-1889-6410","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Dokuz Eylul University, Izmir, Turkey","institution_ids":["https://openalex.org/I193615760"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I193615760"],"apc_list":null,"apc_paid":null,"fwci":1.1466,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.84207533,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"27","issue":"6","first_page":"1317","last_page":"1322"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9976000189781189,"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":0.9976000189781189,"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/T11106","display_name":"Data Management and Algorithms","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.9693999886512756,"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":0.6846765875816345},{"id":"https://openalex.org/keywords/minimum-spanning-tree","display_name":"Minimum spanning tree","score":0.6187487244606018},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.562206506729126},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5248931646347046},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.519744873046875},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.47424572706222534},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4317643642425537},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.21730169653892517}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6846765875816345},{"id":"https://openalex.org/C13743678","wikidata":"https://www.wikidata.org/wiki/Q240464","display_name":"Minimum spanning tree","level":2,"score":0.6187487244606018},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.562206506729126},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5248931646347046},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.519744873046875},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.47424572706222534},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4317643642425537},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.21730169653892517}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tfuzz.2018.2879465","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2018.2879465","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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 Transactions on Fuzzy Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.7400000095367432}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1673310716","https://openalex.org/W1998871699","https://openalex.org/W2017927472","https://openalex.org/W2029064186","https://openalex.org/W2036313261","https://openalex.org/W2054274648","https://openalex.org/W2057992256","https://openalex.org/W2077500705","https://openalex.org/W2079040080","https://openalex.org/W2127218421","https://openalex.org/W2160642098","https://openalex.org/W2317786372","https://openalex.org/W3120740533","https://openalex.org/W3145128584","https://openalex.org/W4246219036","https://openalex.org/W4247105055","https://openalex.org/W6637131181","https://openalex.org/W6678914141"],"related_works":["https://openalex.org/W2945382830","https://openalex.org/W4224807364","https://openalex.org/W2596632494","https://openalex.org/W2535986621","https://openalex.org/W1980197432","https://openalex.org/W2382432689","https://openalex.org/W2000612978","https://openalex.org/W4388110928","https://openalex.org/W1483228865","https://openalex.org/W4312412183"],"abstract_inverted_index":{"The":[0,72],"fuzzy":[1,14,27],"joint":[2],"points":[3],"(FJPs)":[4],"method":[5,10,83],"is":[6,53,70],"a":[7,13,22,48,55,61],"neighborhood-based":[8,28],"clustering":[9,29],"that":[11,38,76],"uses":[12],"neighborhood":[15],"relation":[16],"and":[17],"eliminates":[18],"the":[19,26,50,77,82],"need":[20],"for":[21,87],"parameter.":[23],"Even":[24],"though":[25],"methods":[30],"are":[31],"proven":[32],"to":[33,84],"be":[34,45,85],"fast":[35],"enough,":[36],"such":[37],"tens":[39],"of":[40,42],"thousands":[41],"data":[43,90],"can":[44],"handled":[46],"under":[47],"second,":[49],"space":[51,67,79],"complexity":[52],"still":[54],"limiting":[56],"factor.":[57],"In":[58],"this":[59],"study,":[60],"minimum":[62],"spanning":[63],"tree":[64],"based":[65],"reduced":[66,78],"FJP":[68],"algorithm":[69,80],"proposed.":[71],"computational":[73],"experiments":[74],"show":[75],"enables":[81],"used":[86],"much":[88],"larger":[89],"sets.":[91]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
