{"id":"https://openalex.org/W2080191797","doi":"https://doi.org/10.1080/00207720802011266","title":"Anomaly detection in complex system based on epsilon machine","display_name":"Anomaly detection in complex system based on epsilon machine","publication_year":2008,"publication_date":"2008-05-19","ids":{"openalex":"https://openalex.org/W2080191797","doi":"https://doi.org/10.1080/00207720802011266","mag":"2080191797"},"language":"en","primary_location":{"id":"doi:10.1080/00207720802011266","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720802011266","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","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/A5061212595","display_name":"Kewei Xiang","orcid":"https://orcid.org/0000-0002-5263-262X"},"institutions":[{"id":"https://openalex.org/I196699116","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173","country_code":"CN","type":"education","lineage":["https://openalex.org/I196699116"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"K. Xiang","raw_affiliation_strings":["School of Automation, Wuhan University of Technology , Wuhan 430070, PR China","School of Automation, Wuhan University of Technology, Wuhan 430070, PR China"],"affiliations":[{"raw_affiliation_string":"School of Automation, Wuhan University of Technology , Wuhan 430070, PR China","institution_ids":["https://openalex.org/I196699116"]},{"raw_affiliation_string":"School of Automation, Wuhan University of Technology, Wuhan 430070, PR China","institution_ids":["https://openalex.org/I196699116"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101992358","display_name":"Xiaozhen Zhou","orcid":"https://orcid.org/0000-0003-0144-2620"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"X. Zhou","raw_affiliation_strings":["College of Mechanical and Energy Engineering, Zhejiang University , Hangzhou 310027, PR China","College of Mechanical and Energy Engineering, Zhejiang University, Hangzhou 310027, PR China"],"affiliations":[{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Zhejiang University , Hangzhou 310027, PR China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Mechanical and Energy Engineering, Zhejiang University, Hangzhou 310027, PR China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102716931","display_name":"Jingjing Jiang","orcid":"https://orcid.org/0000-0002-5084-6341"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"J.P. Jiang","raw_affiliation_strings":["College of Electrical Engineering, Zhejiang University , Hangzhou 310027, PR China","College of Electrical Engineering, Zhejiang University, Hangzhou 310027, PR China"],"affiliations":[{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University , Hangzhou 310027, PR China","institution_ids":["https://openalex.org/I76130692"]},{"raw_affiliation_string":"College of Electrical Engineering, Zhejiang University, Hangzhou 310027, PR China","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5061212595"],"corresponding_institution_ids":["https://openalex.org/I196699116"],"apc_list":null,"apc_paid":null,"fwci":0.404,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.6323985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"39","issue":"10","first_page":"1007","last_page":"1016"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T12946","display_name":"Fractal and DNA sequence analysis","score":0.9828000068664551,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9714999794960022,"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"}},{"id":"https://openalex.org/T12391","display_name":"Artificial Immune Systems Applications","score":0.9699000120162964,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6960155963897705},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.630039393901825},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.615752100944519},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.5612727999687195},{"id":"https://openalex.org/keywords/jump","display_name":"Jump","score":0.4733952283859253},{"id":"https://openalex.org/keywords/symbolic-dynamics","display_name":"Symbolic dynamics","score":0.4639883041381836},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43746110796928406},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.4317484498023987},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.42579060792922974},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4195752739906311},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4142630398273468},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41356968879699707},{"id":"https://openalex.org/keywords/symbol","display_name":"Symbol (formal)","score":0.41144341230392456},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.16402706503868103},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.12363949418067932},{"id":"https://openalex.org/keywords/pure-mathematics","display_name":"Pure mathematics","score":0.07825952768325806}],"concepts":[{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6960155963897705},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.630039393901825},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.615752100944519},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.5612727999687195},{"id":"https://openalex.org/C2780695682","wikidata":"https://www.wikidata.org/wiki/Q4005959","display_name":"Jump","level":2,"score":0.4733952283859253},{"id":"https://openalex.org/C16101541","wikidata":"https://www.wikidata.org/wiki/Q1350838","display_name":"Symbolic dynamics","level":2,"score":0.4639883041381836},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43746110796928406},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.4317484498023987},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.42579060792922974},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4195752739906311},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4142630398273468},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41356968879699707},{"id":"https://openalex.org/C134400042","wikidata":"https://www.wikidata.org/wiki/Q2372244","display_name":"Symbol (formal)","level":2,"score":0.41144341230392456},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.16402706503868103},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.12363949418067932},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.07825952768325806},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1080/00207720802011266","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720802011266","pdf_url":null,"source":{"id":"https://openalex.org/S129640837","display_name":"International Journal of Systems Science","issn_l":"0020-7721","issn":["0020-7721","1464-5319"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Systems Science","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.4300000071525574,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320322927","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884"},{"id":"https://openalex.org/F4320324638","display_name":"Wuhan University of Technology","ror":"https://ror.org/03fe7t173"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W754777486","https://openalex.org/W1502365051","https://openalex.org/W1551871633","https://openalex.org/W1565611252","https://openalex.org/W1598358187","https://openalex.org/W1608460464","https://openalex.org/W1654962886","https://openalex.org/W1862489907","https://openalex.org/W1912162275","https://openalex.org/W1983345514","https://openalex.org/W1983445308","https://openalex.org/W1989037929","https://openalex.org/W1990345192","https://openalex.org/W2001616149","https://openalex.org/W2014814611","https://openalex.org/W2014840467","https://openalex.org/W2025037350","https://openalex.org/W2044599236","https://openalex.org/W2056985286","https://openalex.org/W2057627381","https://openalex.org/W2072009249","https://openalex.org/W2075694080","https://openalex.org/W2093446113","https://openalex.org/W2098703540","https://openalex.org/W2141514928","https://openalex.org/W2154885946","https://openalex.org/W2169739344","https://openalex.org/W2170104027","https://openalex.org/W2361400865","https://openalex.org/W2612526924","https://openalex.org/W4206252072","https://openalex.org/W4252103803","https://openalex.org/W4285259144"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969","https://openalex.org/W3030345572"],"abstract_inverted_index":{"Epsilon":[0,38],"machine":[1,39],"is":[2,13,34,53,76,80,90,115,158],"a":[3,45,68,159],"computational":[4,122],"mechanics":[5],"theory":[6],"and":[7,86,126,177],"its":[8],"most":[9],"effective":[10],"reconstruction":[11,17],"algorithm":[12],"causal":[14,59,66,84],"state":[15],"splitting":[16],"(CSSR).":[18],"As":[19],"CSSR":[20],"can":[21,142],"only":[22],"be":[23,143],"applied":[24],"to":[25,31],"symbol":[26,32],"series,":[27],"symbolising":[28],"real":[29],"series":[30,33],"necessary":[35],"in":[36,117,155],"practice.":[37],"discovers":[40],"the":[41,50,56,63,83,87,93,101,105,108,113,137,147,163,167,171,174],"hidden":[42,51,140],"pattern":[43,52],"of":[44,58,65,82,95,100,107,112,139,150,170],"system.":[46],"In":[47],"reconstructed":[48],"results,":[49],"expressed":[54],"as":[55],"set":[57],"states.":[60],"Based":[61],"on":[62,136],"variation":[64,138],"states,":[67,85],"novel":[69],"anomaly":[70,88,133,156],"detection":[71],"algorithm,":[72],"structure":[73,149],"vector":[74,79],"model,":[75],"presented.":[77],"The":[78,110,129,153],"composed":[81],"measure":[89,134],"defined":[91],"with":[92,146],"distance":[94],"different":[96],"vectors.":[97],"An":[98],"example":[99],"crankshaft":[102],"fatigue":[103],"demonstrates":[104],"effectiveness":[106],"model.":[109,172],"mechanism":[111],"model":[114],"discussed":[116],"detail":[118],"from":[119],"three":[120],"aspects,":[121],"mechanics,":[123],"symbolic":[124],"dynamics":[125],"complex":[127,151],"networks.":[128,152],"new":[130],"idea":[131],"defining":[132],"based":[135],"patterns":[141],"interpreted":[144],"reasonably":[145],"hierarchical":[148],"jump":[154],"curves":[157],"nature":[160],"candidate":[161],"for":[162],"threshold,":[164],"which":[165],"confirms":[166],"positive":[168],"meaning":[169],"Finally,":[173],"parameter":[175],"choice":[176],"time":[178],"complexity":[179],"are":[180],"briefly":[181],"analysed.":[182]},"counts_by_year":[{"year":2020,"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"}
