{"id":"https://openalex.org/W1995606590","doi":"https://doi.org/10.5539/cis.v3n3p197","title":"Anomaly Detection of Clinical Behavior Sequences","display_name":"Anomaly Detection of Clinical Behavior Sequences","publication_year":2010,"publication_date":"2010-07-13","ids":{"openalex":"https://openalex.org/W1995606590","doi":"https://doi.org/10.5539/cis.v3n3p197","mag":"1995606590"},"language":"en","primary_location":{"id":"doi:10.5539/cis.v3n3p197","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p197","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/6929/5453","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://ccsenet.org/journal/index.php/cis/article/download/6929/5453","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100950024","display_name":"Hebiao Yang","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Hebiao Yang","raw_affiliation_strings":["School of Computer Science and Telecommunication Engineering, Jiangsu University Jiangsu 212013, China","School of Computer Science and Telecommunication Engineering, Jiangsu University"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University Jiangsu 212013, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University","institution_ids":["https://openalex.org/I115592961"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102018411","display_name":"Xiaodong Yuan","orcid":"https://orcid.org/0000-0003-1461-476X"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaodong Yuan","raw_affiliation_strings":["School of Computer Science and Telecommunication Engineering, Jiangsu University Jiangsu 212013, China","School of Computer Science and Telecommunication Engineering, Jiangsu University"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University Jiangsu 212013, China","institution_ids":["https://openalex.org/I115592961"]},{"raw_affiliation_string":"School of Computer Science and Telecommunication Engineering, Jiangsu University","institution_ids":["https://openalex.org/I115592961"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100950024"],"corresponding_institution_ids":["https://openalex.org/I115592961"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.12773905,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"3","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.988099992275238,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9871000051498413,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9850999712944031,"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/subsequence","display_name":"Subsequence","score":0.931337833404541},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7865837812423706},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6899053454399109},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6862780451774597},{"id":"https://openalex.org/keywords/association-rule-learning","display_name":"Association rule learning","score":0.6463488340377808},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.625309407711029},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.580285370349884},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5637635588645935},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5227265954017639},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.505903422832489},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.49819326400756836},{"id":"https://openalex.org/keywords/base","display_name":"Base (topology)","score":0.43873634934425354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4125780165195465},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32811492681503296},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12883982062339783},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06233835220336914}],"concepts":[{"id":"https://openalex.org/C137877099","wikidata":"https://www.wikidata.org/wiki/Q1332977","display_name":"Subsequence","level":3,"score":0.931337833404541},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7865837812423706},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6899053454399109},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6862780451774597},{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.6463488340377808},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.625309407711029},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.580285370349884},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5637635588645935},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5227265954017639},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.505903422832489},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.49819326400756836},{"id":"https://openalex.org/C42058472","wikidata":"https://www.wikidata.org/wiki/Q810214","display_name":"Base (topology)","level":2,"score":0.43873634934425354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4125780165195465},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32811492681503296},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12883982062339783},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06233835220336914},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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},{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.0},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.5539/cis.v3n3p197","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p197","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/6929/5453","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.5539/cis.v3n3p197","is_oa":true,"landing_page_url":"https://doi.org/10.5539/cis.v3n3p197","pdf_url":"https://ccsenet.org/journal/index.php/cis/article/download/6929/5453","source":{"id":"https://openalex.org/S2764452479","display_name":"Computer and Information Science","issn_l":"1913-8989","issn":["1913-8989","1913-8997"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310322531","host_organization_name":"Canadian Center of Science and Education","host_organization_lineage":["https://openalex.org/P4310322531"],"host_organization_lineage_names":["Canadian Center of Science and Education"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer and Information Science","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.6000000238418579,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W1995606590.pdf","grobid_xml":"https://content.openalex.org/works/W1995606590.grobid-xml"},"referenced_works_count":5,"referenced_works":["https://openalex.org/W1973533434","https://openalex.org/W2109045111","https://openalex.org/W2150024219","https://openalex.org/W2164124992","https://openalex.org/W4254538883"],"related_works":["https://openalex.org/W3031281630","https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3197626606","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037"],"abstract_inverted_index":{"The":[0],"identification":[1],"of":[2,9,12,31,45,50,53,73,102,111],"abnormal":[3],"clinical":[4,23],"behavior":[5,24,75,98,105],"during":[6],"the":[7,17,29,38,43,48,51,60,71,89,92,103,109,112],"process":[8],"treatments":[10],"is":[11],"great":[13],"significance":[14],"for":[15],"regulating":[16],"standard":[18],"medical":[19],"behavior.":[20],"Due":[21],"to":[22,58,84],"constrained":[25],"by":[26,47],"time,":[27],"and":[28,41,96,108],"timing":[30,44],"subsequence,":[32],"GSP":[33],"algorithm":[34],"was":[35,106,114],"modified":[36],"in":[37,56,63,68,82],"present":[39],"paper,":[40],"described":[42],"subsequence":[46],"introduction":[49],"concept":[52],"legal":[54],"subsequences":[55],"order":[57,83],"detect":[59],"frequent":[61,94],"patterns":[62,95],"sequences;":[64],"sequence":[65],"association":[66,79],"rules":[67],"accordance":[69],"with":[70],"characteristics":[72],"territorial":[74],"were":[76],"screened":[77],"using":[78],"rule":[80,86],"methods":[81,113],"establish":[85],"base;":[87],"Comparing":[88],"similarity":[90],"between":[91],"detected":[93,104],"normal":[97],"rules,":[99],"anomaly":[100],"detection":[101],"operated":[107],"validity":[110],"verified":[115],"through":[116],"experiments.":[117]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}