{"id":"https://openalex.org/W2144482728","doi":"https://doi.org/10.1109/fskd.2011.6019845","title":"Integrating fractal dimensionality reduction with cluster evolution tracking","display_name":"Integrating fractal dimensionality reduction with cluster evolution tracking","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2144482728","doi":"https://doi.org/10.1109/fskd.2011.6019845","mag":"2144482728"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2011.6019845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","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/A5064238252","display_name":"Guanghui Yan","orcid":"https://orcid.org/0000-0002-8932-7362"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guanghui Yan","raw_affiliation_strings":["School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009070599","display_name":"Xu Yu","orcid":"https://orcid.org/0000-0003-4913-5734"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Xu","raw_affiliation_strings":["School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070084936","display_name":"Xin Shu","orcid":"https://orcid.org/0000-0003-1079-8434"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Shu","raw_affiliation_strings":["School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100642169","display_name":"Xiang Li","orcid":"https://orcid.org/0000-0002-5555-0734"},"institutions":[{"id":"https://openalex.org/I3133134087","display_name":"Lanzhou Jiaotong University","ror":"https://ror.org/03144pv92","country_code":"CN","type":"education","lineage":["https://openalex.org/I3133134087"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiang Li","raw_affiliation_strings":["School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China"],"affiliations":[{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, Lanzhou, China","institution_ids":["https://openalex.org/I3133134087"]},{"raw_affiliation_string":"School of Electrical and Computer Engineering, Lanzhou Jiaotong University, China","institution_ids":["https://openalex.org/I3133134087"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063325946","display_name":"Minghao Ai","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Minghao Ai","raw_affiliation_strings":["Gansu Electric Power Information & Communication Centre, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Electric Power Information & Communication Centre, Lanzhou, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5077154020","display_name":"Zhicheng Ma","orcid":"https://orcid.org/0009-0002-6572-2912"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhicheng Ma","raw_affiliation_strings":["Gansu Electric Power Information & Communication Centre, Lanzhou, China"],"affiliations":[{"raw_affiliation_string":"Gansu Electric Power Information & Communication Centre, Lanzhou, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5064238252"],"corresponding_institution_ids":["https://openalex.org/I3133134087"],"apc_list":null,"apc_paid":null,"fwci":0.8552,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.80673443,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"14","issue":null,"first_page":"1668","last_page":"1672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9987000226974487,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9987000226974487,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9531000256538391,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9182000160217285,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.836451530456543},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.6228776574134827},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.6155481338500977},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6067642569541931},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5758344531059265},{"id":"https://openalex.org/keywords/fractal-dimension","display_name":"Fractal dimension","score":0.4676040709018707},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4449031949043274},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4328330159187317},{"id":"https://openalex.org/keywords/diffusion-map","display_name":"Diffusion map","score":0.42566749453544617},{"id":"https://openalex.org/keywords/fractal","display_name":"Fractal","score":0.41852471232414246},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34750574827194214},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25654542446136475},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.22669434547424316}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.836451530456543},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.6228776574134827},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.6155481338500977},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6067642569541931},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5758344531059265},{"id":"https://openalex.org/C26546657","wikidata":"https://www.wikidata.org/wiki/Q1412452","display_name":"Fractal dimension","level":3,"score":0.4676040709018707},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4449031949043274},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4328330159187317},{"id":"https://openalex.org/C55128770","wikidata":"https://www.wikidata.org/wiki/Q5275440","display_name":"Diffusion map","level":4,"score":0.42566749453544617},{"id":"https://openalex.org/C40636538","wikidata":"https://www.wikidata.org/wiki/Q81392","display_name":"Fractal","level":2,"score":0.41852471232414246},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34750574827194214},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25654542446136475},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.22669434547424316},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"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:10.1109/fskd.2011.6019845","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2011.6019845","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 Eighth International Conference on Fuzzy Systems and Knowledge Discovery (FSKD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W182707955","https://openalex.org/W1488289178","https://openalex.org/W1565353469","https://openalex.org/W1566114229","https://openalex.org/W1571401318","https://openalex.org/W1968980002","https://openalex.org/W1977496278","https://openalex.org/W2001474264","https://openalex.org/W2009727399","https://openalex.org/W2033665526","https://openalex.org/W2054638878","https://openalex.org/W2084273580","https://openalex.org/W2088423602","https://openalex.org/W2091684877","https://openalex.org/W2095796510","https://openalex.org/W2103532016","https://openalex.org/W2122868074","https://openalex.org/W2123297508","https://openalex.org/W2124507579","https://openalex.org/W2131518207","https://openalex.org/W2164071167","https://openalex.org/W2170936641","https://openalex.org/W2170988853","https://openalex.org/W3003734944","https://openalex.org/W3147742554","https://openalex.org/W4237421257"],"related_works":["https://openalex.org/W2362377451","https://openalex.org/W2394117909","https://openalex.org/W2896054214","https://openalex.org/W2355197944","https://openalex.org/W2017118246","https://openalex.org/W2354661593","https://openalex.org/W1995622179","https://openalex.org/W1484111231","https://openalex.org/W1641615907","https://openalex.org/W2354420595"],"abstract_inverted_index":{"Detecting":[0],"and":[1,32,105,142,154],"tracking":[2,125],"of":[3,75,82,140],"cluster":[4,33,42,54,84,106,123],"evolution":[5,34,43,55,107,124],"has":[6,38],"always":[7],"been":[8,39],"crucial":[9],"to":[10],"the":[11,27,46,53,62,73,76,80,83,88,93,100,109,121,129,148],"stream":[12,20,69,113],"data":[13,21,144],"mining.":[14],"While":[15],"it,":[16],"in":[17,45,68,108],"high":[18,111],"dimensional":[19,112],"environment,":[22],"becomes":[23],"more":[24,97],"difficult":[25],"under":[26],"interaction":[28,101],"between":[29,102],"dimensionality":[30,48,77,103,132],"reduction":[31,51,78,104,133],"condition.":[35],"The":[36],"past":[37],"focus":[40],"on":[41,116],"occurred":[44],"reduced":[47],"space.":[49],"Dimensionality":[50],"before":[52],"option,":[56],"however,":[57],"can":[58],"not":[59],"cope":[60],"with":[61],"abrupt":[63],"changes":[64],"which":[65,86,127],"are":[66,151],"common":[67],"data.":[70,114],"There":[71],"is":[72,87],"demand":[74],"during":[79],"process":[81],"evolution,":[85],"most":[89],"popular":[90],"case.":[91],"In":[92],"paper,":[94],"we":[95,119],"pay":[96],"attention":[98],"for":[99],"inconstant":[110],"And":[115],"this":[117],"basis,":[118],"propose":[120],"adaptive":[122],"algorithm":[126],"integrated":[128],"on-line":[130],"fractal":[131],"technique.":[134],"Experimental":[135],"results":[136],"over":[137],"a":[138],"number":[139],"real":[141],"synthetic":[143],"sets":[145],"show":[146],"that":[147],"method":[149],"proposed":[150],"both":[152],"effectiveness":[153],"efficiency.":[155]},"counts_by_year":[{"year":2015,"cited_by_count":1},{"year":2013,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
