{"id":"https://openalex.org/W2101871703","doi":"https://doi.org/10.1109/fskd.2010.5569623","title":"Optimized fuzzy information granulation of temporal data","display_name":"Optimized fuzzy information granulation of temporal data","publication_year":2010,"publication_date":"2010-08-01","ids":{"openalex":"https://openalex.org/W2101871703","doi":"https://doi.org/10.1109/fskd.2010.5569623","mag":"2101871703"},"language":"en","primary_location":{"id":"doi:10.1109/fskd.2010.5569623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569623","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","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/A5075869337","display_name":"Fusheng Yu","orcid":null},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fusheng Yu","raw_affiliation_strings":["Guangdong Sun Yat-sen Memorial Middle School, Guangdong, China","School of Mathematical Sciences, Laboratory of Mathematics and Complex Systems, Ministry of Education, Beijing Normal University, 100875, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Sun Yat-sen Memorial Middle School, Guangdong, China","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]},{"raw_affiliation_string":"School of Mathematical Sciences, Laboratory of Mathematics and Complex Systems, Ministry of Education, Beijing Normal University, 100875, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5050328735","display_name":"Ruiqiong Cai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210097354","display_name":"Sun Yat-sen Memorial Hospital","ror":"https://ror.org/01px77p81","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210097354"]},{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]},{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruiqiong Cai","raw_affiliation_strings":["School of Mathematical Sciences, Laboratory of Mathematics and Complex Systems,  Beijing Normal University, Ministry of Education, Beijing, China","Guangdong Sun Yat-sen Memorial Middle School, Zhongshan, Guangdong 528400, China"],"affiliations":[{"raw_affiliation_string":"School of Mathematical Sciences, Laboratory of Mathematics and Complex Systems,  Beijing Normal University, Ministry of Education, Beijing, China","institution_ids":["https://openalex.org/I25254941"]},{"raw_affiliation_string":"Guangdong Sun Yat-sen Memorial Middle School, Zhongshan, Guangdong 528400, China","institution_ids":["https://openalex.org/I4210097354","https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5075869337"],"corresponding_institution_ids":["https://openalex.org/I157773358","https://openalex.org/I25254941","https://openalex.org/I4210097354"],"apc_list":null,"apc_paid":null,"fwci":1.6703,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.90673575,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"19","issue":null,"first_page":"419","last_page":"423"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.9889000058174133,"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/granulation","display_name":"Granulation","score":0.8717501163482666},{"id":"https://openalex.org/keywords/granularity","display_name":"Granularity","score":0.8416669368743896},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6104609370231628},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5983401536941528},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5600414276123047},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5096535682678223},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32122915983200073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.25039100646972656},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.14029711484909058}],"concepts":[{"id":"https://openalex.org/C88463166","wikidata":"https://www.wikidata.org/wiki/Q1543243","display_name":"Granulation","level":2,"score":0.8717501163482666},{"id":"https://openalex.org/C177774035","wikidata":"https://www.wikidata.org/wiki/Q1246948","display_name":"Granularity","level":2,"score":0.8416669368743896},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6104609370231628},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5983401536941528},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5600414276123047},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5096535682678223},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32122915983200073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.25039100646972656},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.14029711484909058},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fskd.2010.5569623","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fskd.2010.5569623","pdf_url":null,"source":{"id":"https://openalex.org/S4363608217","display_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 Seventh International Conference on Fuzzy Systems and Knowledge Discovery","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321432","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W116902681","https://openalex.org/W1537061107","https://openalex.org/W1588969459","https://openalex.org/W1976709925","https://openalex.org/W1994785384","https://openalex.org/W2004618158","https://openalex.org/W2072054026","https://openalex.org/W2114396288","https://openalex.org/W2137089646","https://openalex.org/W2152954632","https://openalex.org/W2164463707","https://openalex.org/W2169877201","https://openalex.org/W2171984650","https://openalex.org/W2362065912","https://openalex.org/W2363699554","https://openalex.org/W2494980014","https://openalex.org/W2798919688","https://openalex.org/W2946461872","https://openalex.org/W6604828220","https://openalex.org/W6632067890","https://openalex.org/W6987482867","https://openalex.org/W7052992705"],"related_works":["https://openalex.org/W2123804754","https://openalex.org/W2931688134","https://openalex.org/W1485197043","https://openalex.org/W2377919138","https://openalex.org/W2895629587","https://openalex.org/W2025546910","https://openalex.org/W2378857091","https://openalex.org/W2999756192","https://openalex.org/W1995249265","https://openalex.org/W2354431794"],"abstract_inverted_index":{"It":[0,158],"accords":[1],"with":[2],"the":[3,22,26,39,47,52,60,63,76,80,85,90,95,106,115,140,155,163,189,199],"human's":[4],"intelligence":[5],"for":[6,38,139,188],"data":[7],"processing":[8],"that":[9,198],"we":[10,125,153,182],"do":[11],"information":[12,40,78,96,108,144,169,202],"granulation":[13,41,48,86,109,145,170,203],"of":[14,29,35,42,59,62,89,92,97,110,117,143,146,165,168,171,192,204,208],"time":[15,23,53,98,111,118,129,147,173,193,205],"series":[16,24,54,112,148,174,206],"and":[17,20,65,120,132,179],"then":[18,66],"study":[19],"analyze":[21],"on":[25,69,79,114,150,176],"different":[27],"level":[28],"granularities.":[30],"There":[31],"are":[32],"two":[33,166],"kinds":[34],"traditional":[36],"methods":[37],"temporal":[43],"data.":[44],"One":[45],"implements":[46,84],"by":[49,101],"first":[50],"dividing":[51],"into":[55,74],"segments":[56],"in":[57,87],"terms":[58,88],"granularity":[61,91,99,119],"time-axis,":[64],"building":[67],"granules":[68],"each":[70],"segment,":[71],"without":[72],"taking":[73],"account":[75],"distribution":[77],"value-axis.":[81,180],"The":[82],"other":[83],"value-axis,":[93],"ignoring":[94],"adopted":[100],"humankind.":[102],"This":[103],"paper":[104],"discusses":[105],"fuzzy":[107,201],"based":[113,149,175],"optimization":[116],"value":[121,156],"granularity.":[122],"In":[123],"detail,":[124],"improve":[126],"original":[127],"dynamic":[128],"warping":[130],"method,":[131],"propose":[133],"a":[134,185],"new":[135],"method":[136],"to":[137],"search":[138],"ideal":[141],"result":[142],"time-axis":[151,178],"if":[152],"consider":[154],"information.":[157],"is":[159,207],"achieved":[160],"through":[161],"calculating":[162],"similarity":[164],"results":[167,196],"one":[172],"both":[177],"Thus,":[181],"build":[183],"up":[184],"good":[186,209],"platform":[187],"granular":[190],"analysis":[191],"series.":[194],"Experiment":[195],"show":[197],"optimized":[200],"performance.":[210]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2014,"cited_by_count":2},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}