{"id":"https://openalex.org/W316829799","doi":"https://doi.org/10.3233/ica-2003-10305","title":"Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series","display_name":"Fuzzy clustering approach for accurate embedding dimension identification in chaotic time series","publication_year":2003,"publication_date":"2003-06-27","ids":{"openalex":"https://openalex.org/W316829799","doi":"https://doi.org/10.3233/ica-2003-10305","mag":"316829799"},"language":"en","primary_location":{"id":"doi:10.3233/ica-2003-10305","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-2003-10305","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","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/A5101928836","display_name":"Xiaomo Jiang","orcid":"https://orcid.org/0000-0003-1172-3397"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Xiaomo Jiang","raw_affiliation_strings":["Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University, 470 Hitchcock Hall, 2070 Neil Ave., Columbus, OH 43210, USA. E-mail: Jiang.98@osu.edu"],"affiliations":[{"raw_affiliation_string":"Department of Civil and Environmental Engineering and Geodetic Science, The Ohio State University, 470 Hitchcock Hall, 2070 Neil Ave., Columbus, OH 43210, USA. E-mail: Jiang.98@osu.edu","institution_ids":["https://openalex.org/I52357470"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5060859546","display_name":"Hojjat Adeli","orcid":"https://orcid.org/0000-0001-5718-1453"},"institutions":[{"id":"https://openalex.org/I52357470","display_name":"The Ohio State University","ror":"https://ror.org/00rs6vg23","country_code":"US","type":"education","lineage":["https://openalex.org/I52357470"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hojjat Adeli","raw_affiliation_strings":["Departments of Biomedical Informatics, Civil and Environmental Engineering and Geodetic Science, and Neuroscience, and Center for Biomedical Engineering, The Ohio State University, 470 Hitchcock Hall, 2070 Neil Ave., Columbus, OH 43210, USA. E-mail: Adeli.1@osu.edu"],"affiliations":[{"raw_affiliation_string":"Departments of Biomedical Informatics, Civil and Environmental Engineering and Geodetic Science, and Neuroscience, and Center for Biomedical Engineering, The Ohio State University, 470 Hitchcock Hall, 2070 Neil Ave., Columbus, OH 43210, USA. E-mail: Adeli.1@osu.edu","institution_ids":["https://openalex.org/I52357470"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5101928836"],"corresponding_institution_ids":["https://openalex.org/I52357470"],"apc_list":null,"apc_paid":null,"fwci":1.2746,"has_fulltext":false,"cited_by_count":87,"citation_normalized_percentile":{"value":0.78138547,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"10","issue":"3","first_page":"287","last_page":"302"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9988999962806702,"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"}},"topics":[{"id":"https://openalex.org/T10244","display_name":"Chaos control and synchronization","score":0.9988999962806702,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9944999814033508,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9922999739646912,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6898059844970703},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.6774892210960388},{"id":"https://openalex.org/keywords/dimension","display_name":"Dimension (graph theory)","score":0.6265968680381775},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5987278819084167},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.5501344203948975},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5187456607818604},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5034703612327576},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4995572566986084},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46589195728302},{"id":"https://openalex.org/keywords/fuzzy-clustering","display_name":"Fuzzy clustering","score":0.441723108291626},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4320739507675171},{"id":"https://openalex.org/keywords/chaos","display_name":"CHAOS (operating system)","score":0.4298818111419678},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4180598855018616},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4036513566970825},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37336674332618713},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.25473248958587646},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.06413373351097107},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.050183653831481934}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6898059844970703},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.6774892210960388},{"id":"https://openalex.org/C33676613","wikidata":"https://www.wikidata.org/wiki/Q13415176","display_name":"Dimension (graph theory)","level":2,"score":0.6265968680381775},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5987278819084167},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.5501344203948975},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5187456607818604},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5034703612327576},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4995572566986084},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46589195728302},{"id":"https://openalex.org/C17212007","wikidata":"https://www.wikidata.org/wiki/Q5511111","display_name":"Fuzzy clustering","level":3,"score":0.441723108291626},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4320739507675171},{"id":"https://openalex.org/C2779374083","wikidata":"https://www.wikidata.org/wiki/Q5011038","display_name":"CHAOS (operating system)","level":2,"score":0.4298818111419678},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4180598855018616},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4036513566970825},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37336674332618713},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.25473248958587646},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.06413373351097107},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.050183653831481934},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.3233/ica-2003-10305","is_oa":false,"landing_page_url":"https://doi.org/10.3233/ica-2003-10305","pdf_url":null,"source":{"id":"https://openalex.org/S107631664","display_name":"Integrated Computer-Aided Engineering","issn_l":"1069-2509","issn":["1069-2509","1875-8835"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Integrated Computer-Aided Engineering","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W86354562","https://openalex.org/W562658947","https://openalex.org/W1543091122","https://openalex.org/W1549386224","https://openalex.org/W1652087296","https://openalex.org/W1967008192","https://openalex.org/W1968344341","https://openalex.org/W1981332527","https://openalex.org/W1982952634","https://openalex.org/W1990049347","https://openalex.org/W2015982082","https://openalex.org/W2017628301","https://openalex.org/W2019950953","https://openalex.org/W2031365860","https://openalex.org/W2036618438","https://openalex.org/W2040704490","https://openalex.org/W2044257293","https://openalex.org/W2045074884","https://openalex.org/W2062255228","https://openalex.org/W2068844879","https://openalex.org/W2075598890","https://openalex.org/W2113076747","https://openalex.org/W2115077250","https://openalex.org/W2126415858","https://openalex.org/W2141394518","https://openalex.org/W2142901448","https://openalex.org/W2156482138","https://openalex.org/W2158038039","https://openalex.org/W2164284840","https://openalex.org/W2171152960","https://openalex.org/W2798056406","https://openalex.org/W3105328183","https://openalex.org/W3176826459"],"related_works":["https://openalex.org/W4300272114","https://openalex.org/W2390308713","https://openalex.org/W2364327983","https://openalex.org/W2379802321","https://openalex.org/W2165695836","https://openalex.org/W4220795558","https://openalex.org/W2398543122","https://openalex.org/W2580291159","https://openalex.org/W2941132005","https://openalex.org/W2160396543"],"abstract_inverted_index":{"The":[0],"dynamics":[1],"of":[2,13,22],"many":[3],"physically":[4],"complex":[5],"systems":[6],"cannot":[7],"be":[8,25],"represented":[9],"by":[10],"a":[11],"set":[12],"differential":[14],"equations.":[15],"Measured":[16],"sensor":[17],"signals":[18],"in":[19,33],"the":[20],"form":[21],"time-series":[23],"can":[24],"used":[26],"to":[27,38],"investigate":[28],"complexities":[29],"and":[30],"chaotic":[31],"behavior":[32],"such":[34],"systems.":[35],"In":[36],"order":[37],"cha":[39]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":7},{"year":2015,"cited_by_count":6},{"year":2014,"cited_by_count":8},{"year":2013,"cited_by_count":8},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
