{"id":"https://openalex.org/W3167322697","doi":"https://doi.org/10.1007/978-3-030-85030-2_8","title":"High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution","display_name":"High-Dimensional Data Clustering with Fuzzy C-Means: Problem, Reason, and Solution","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3167322697","doi":"https://doi.org/10.1007/978-3-030-85030-2_8","mag":"3167322697"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-85030-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pure.hud.ac.uk/en/publications/4b0d2bbb-9ef8-41ea-91be-18185bee8145","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041425394","display_name":"Yinghua Shen","orcid":"https://orcid.org/0000-0003-4080-5535"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yinghua Shen","raw_affiliation_strings":["School of Economics and Business Administration, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Business Administration, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066217349","display_name":"E Hanyu","orcid":null},"institutions":[{"id":"https://openalex.org/I154425047","display_name":"University of Alberta","ror":"https://ror.org/0160cpw27","country_code":"CA","type":"education","lineage":["https://openalex.org/I154425047"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Hanyu E","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada"],"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Alberta, Edmonton, Canada","institution_ids":["https://openalex.org/I154425047"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032375511","display_name":"Tianhua Chen","orcid":"https://orcid.org/0000-0003-4495-1871"},"institutions":[{"id":"https://openalex.org/I133837150","display_name":"University of Huddersfield","ror":"https://ror.org/05t1h8f27","country_code":"GB","type":"education","lineage":["https://openalex.org/I133837150"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Tianhua Chen","raw_affiliation_strings":["Department of Computer Science, University of Huddersfield, Huddersfield, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Huddersfield, Huddersfield, UK","institution_ids":["https://openalex.org/I133837150"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5005930431","display_name":"Zhi Xiao","orcid":"https://orcid.org/0000-0003-2897-888X"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhi Xiao","raw_affiliation_strings":["School of Economics and Business Administration, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Economics and Business Administration, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041608037","display_name":"Bingsheng Liu","orcid":"https://orcid.org/0000-0002-8663-8026"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingsheng Liu","raw_affiliation_strings":["School of Public Affairs, Chongqing University, Chongqing, China"],"affiliations":[{"raw_affiliation_string":"School of Public Affairs, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400895","display_name":"Yuan Chen","orcid":"https://orcid.org/0000-0002-1945-2512"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuan Chen","raw_affiliation_strings":["College of Management and Economics, Tianjin University, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"College of Management and Economics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5041425394"],"corresponding_institution_ids":["https://openalex.org/I158842170"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7926,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.86772949,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"89","last_page":"100"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9988999962806702,"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":0.9988999962806702,"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/T10057","display_name":"Face and Expression Recognition","score":0.9968000054359436,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9916999936103821,"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":0.7582224607467651},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7452243566513062},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.6728285551071167},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5962278842926025},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5865339636802673},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4974556267261505},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.4861288070678711},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4708506464958191},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4668930768966675},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.44312170147895813},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4141855239868164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37836846709251404},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.36563119292259216},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1474454700946808}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7582224607467651},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7452243566513062},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.6728285551071167},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5962278842926025},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5865339636802673},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4974556267261505},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.4861288070678711},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4708506464958191},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4668930768966675},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.44312170147895813},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4141855239868164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37836846709251404},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.36563119292259216},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1474454700946808},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-030-85030-2_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-85030-2_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:openaire/4b0d2bbb-9ef8-41ea-91be-18185bee8145","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/4b0d2bbb-9ef8-41ea-91be-18185bee8145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shen, Y, E, H, Chen, T, Xiao, Z, Liu, B & Chen, Y 2021, High-dimensional Data Clustering with Fuzzy C-Means : Problem, Reason, and Solution. in I Rojas, G Joya & A Catal\u00e0 (eds), Advances in Computational Intelligence : 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16\u201318, 2021, Proceedings, Part I. 1st edn, vol. LNCS/LNTCS 12861, Lecture Notes in Computer Science, vol. LNCS/LNTCS 12861, Springer Nature Switzerland AG, Cham, pp. 89-100, 16th International Work-Conference on Artificial Neural Networks, Virtual, 16/06/21. https://doi.org/10.1007/978-3-030-85030-2_8","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:pure.atira.dk:publications/4b0d2bbb-9ef8-41ea-91be-18185bee8145","is_oa":true,"landing_page_url":"http://www.scopus.com/inward/record.url?scp=85115198549&partnerID=8YFLogxK","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Shen, Y, E, H, Chen, T, Xiao, Z, Liu, B & Chen, Y 2021, High-dimensional Data Clustering with Fuzzy C-Means : Problem, Reason, and Solution. in I Rojas, G Joya & A Catal\u00e0 (eds), Advances in Computational Intelligence : 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16\u201318, 2021, Proceedings, Part I. 1st edn, vol. LNCS/LNTCS 12861, Lecture Notes in Computer Science, vol. LNCS/LNTCS 12861, Springer Nature Switzerland AG, Cham, pp. 89-100, 16th International Work-Conference on Artificial Neural Networks, Virtual, 16/06/21. https://doi.org/10.1007/978-3-030-85030-2_8","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":{"id":"pmh:oai:pure.atira.dk:openaire/4b0d2bbb-9ef8-41ea-91be-18185bee8145","is_oa":true,"landing_page_url":"https://pure.hud.ac.uk/en/publications/4b0d2bbb-9ef8-41ea-91be-18185bee8145","pdf_url":null,"source":{"id":"https://openalex.org/S4306402508","display_name":"Huddersfield Research Portal (University of Huddersfield)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I133837150","host_organization_name":"University of Huddersfield","host_organization_lineage":["https://openalex.org/I133837150"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Shen, Y, E, H, Chen, T, Xiao, Z, Liu, B & Chen, Y 2021, High-dimensional Data Clustering with Fuzzy C-Means : Problem, Reason, and Solution. in I Rojas, G Joya & A Catal\u00e0 (eds), Advances in Computational Intelligence : 16th International Work-Conference on Artificial Neural Networks, IWANN 2021, Virtual Event, June 16\u201318, 2021, Proceedings, Part I. 1st edn, vol. LNCS/LNTCS 12861, Lecture Notes in Computer Science, vol. LNCS/LNTCS 12861, Springer Nature Switzerland AG, Cham, pp. 89-100, 16th International Work-Conference on Artificial Neural Networks, Virtual, 16/06/21. https://doi.org/10.1007/978-3-030-85030-2_8","raw_type":"info:eu-repo/semantics/publishedVersion"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W219179425","https://openalex.org/W1672197616","https://openalex.org/W1673310716","https://openalex.org/W1963713946","https://openalex.org/W1987111416","https://openalex.org/W1995450389","https://openalex.org/W2011430131","https://openalex.org/W2029064186","https://openalex.org/W2031406373","https://openalex.org/W2039977457","https://openalex.org/W2057074619","https://openalex.org/W2060542593","https://openalex.org/W2100495367","https://openalex.org/W2105464873","https://openalex.org/W2113076747","https://openalex.org/W2118522967","https://openalex.org/W2132603077","https://openalex.org/W2141585940","https://openalex.org/W2141807666","https://openalex.org/W2157133710","https://openalex.org/W2157169955","https://openalex.org/W2168532736","https://openalex.org/W2255969215","https://openalex.org/W2423415880","https://openalex.org/W2545207585","https://openalex.org/W2559514807","https://openalex.org/W2606056073","https://openalex.org/W2788907035","https://openalex.org/W2980402111","https://openalex.org/W2982253338","https://openalex.org/W3088927902","https://openalex.org/W3159352979","https://openalex.org/W4211007335"],"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/W4292434959"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}