{"id":"https://openalex.org/W38488669","doi":null,"title":"Discovery Association Rules in Time Series Data","display_name":"Discovery Association Rules in Time Series Data","publication_year":2006,"publication_date":"2006-01-01","ids":{"openalex":"https://openalex.org/W38488669","mag":"38488669"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.101.585","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://digital.lib.kmutt.ac.th/journal/kmuttv29n4_3.pdf","raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"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/A5057253155","display_name":"Kittipong Warasup","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kittipong Warasup","raw_affiliation_strings":["King Mongkut\u2019s University of Technology Thonburi, Bangmod, Toongkru, Bangkok, 10140"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut\u2019s University of Technology Thonburi, Bangmod, Toongkru, Bangkok, 10140","institution_ids":["https://openalex.org/I60837268"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086642517","display_name":"Chakarida Nukoolkit","orcid":"https://orcid.org/0009-0004-6409-1359","observed_orcids":["https://orcid.org/0009-0004-6409-1359"]},"institutions":[{"id":"https://openalex.org/I60837268","display_name":"King Mongkut's University of Technology Thonburi","ror":"https://ror.org/0057ax056","country_code":"TH","type":"education","lineage":["https://openalex.org/I60837268"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Chakarida Nukoolkit","raw_affiliation_strings":["King Mongkut\u2019s University of Technology Thonburi, Bangmod, Toongkru, Bangkok, 10140"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"King Mongkut\u2019s University of Technology Thonburi, Bangmod, Toongkru, Bangkok, 10140","institution_ids":["https://openalex.org/I60837268"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I60837268"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.00944352,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":95},"biblio":{"volume":"29","issue":"4","first_page":"447","last_page":"462"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9390000104904175,"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":0.9390000104904175,"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":0.060600001364946365,"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/T13373","display_name":"Data Mining and Machine Learning Applications","score":9.999999747378752e-05,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/association-rule-mining","display_name":"association rule mining","score":0.7590000033378601},{"id":"https://openalex.org/keywords/time-series","display_name":"time series","score":0.9010000228881836},{"id":"https://openalex.org/keywords/sequential-patterns","display_name":"sequential patterns","score":0.7110000252723694},{"id":"https://openalex.org/keywords/symbolic-time-series","display_name":"symbolic time series","score":0.9919999837875366},{"id":"https://openalex.org/keywords/rule-mining","display_name":"rule discovery","score":0.7160000205039978}],"concepts":[{"id":"https://openalex.org/C193524817","wikidata":"https://www.wikidata.org/wiki/Q386780","display_name":"Association rule learning","level":2,"score":0.7737223505973816},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7010163068771362},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6785260438919067},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6598708629608154},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5914891362190247},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4890187680721283},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4745296239852905},{"id":"https://openalex.org/C142853389","wikidata":"https://www.wikidata.org/wiki/Q744778","display_name":"Association (psychology)","level":2,"score":0.45107996463775635},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.1620122492313385},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.101.585","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.101.585","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://digital.lib.kmutt.ac.th/journal/kmuttv29n4_3.pdf","raw_type":"text"},{"id":"mag:38488669","doi":null,"is_oa":false,"landing_page_url":"https://www.tci-thaijo.org/index.php/KMUTT/article/download/3326/2901","pdf_url":null,"source":{"id":"https://openalex.org/S4306497023","display_name":"\u0e27\u0e32\u0e23\u0e2a\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e41\u0e25\u0e30\u0e1e\u0e31\u0e12\u0e19\u0e32 \u0e21\u0e08\u0e18.","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":"\u0e27\u0e32\u0e23\u0e2a\u0e32\u0e23\u0e27\u0e34\u0e08\u0e31\u0e22\u0e41\u0e25\u0e30\u0e1e\u0e31\u0e12\u0e19\u0e32 \u0e21\u0e08\u0e18.","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320309565","display_name":"Boston University","ror":"https://ror.org/05qwgg493"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":75,"referenced_works":["https://openalex.org/W151863654","https://openalex.org/W155990754","https://openalex.org/W1514224985","https://openalex.org/W1595324333","https://openalex.org/W1871800412","https://openalex.org/W1959085111","https://openalex.org/W1969971673","https://openalex.org/W1971543434","https://openalex.org/W1989037929","https://openalex.org/W1990461601","https://openalex.org/W2002803016","https://openalex.org/W2007164939","https://openalex.org/W2008856488","https://openalex.org/W2011657487","https://openalex.org/W2012006993","https://openalex.org/W2016071629","https://openalex.org/W2019393252","https://openalex.org/W2024806593","https://openalex.org/W2029354364","https://openalex.org/W2034183064","https://openalex.org/W2045487373","https://openalex.org/W2053919646","https://openalex.org/W2056279562","https://openalex.org/W2058432738","https://openalex.org/W2079590534","https://openalex.org/W2086993800","https://openalex.org/W2091869414","https://openalex.org/W2102944708","https://openalex.org/W2105329815","https://openalex.org/W2112939811","https://openalex.org/W2112962121","https://openalex.org/W2113867600","https://openalex.org/W2118572255","https://openalex.org/W2126740791","https://openalex.org/W2129034036","https://openalex.org/W2141514928","https://openalex.org/W2145335031","https://openalex.org/W2156026066","https://openalex.org/W2158454296","https://openalex.org/W2160378127","https://openalex.org/W2166559705","https://openalex.org/W2169861297","https://openalex.org/W2172275656","https://openalex.org/W2179438025","https://openalex.org/W2187352275","https://openalex.org/W2194077262","https://openalex.org/W2464892935","https://openalex.org/W2563800406","https://openalex.org/W2755938533","https://openalex.org/W2757583860","https://openalex.org/W2799736285","https://openalex.org/W2805633556","https://openalex.org/W2887754912","https://openalex.org/W2904791651","https://openalex.org/W2919496064","https://openalex.org/W2950748699","https://openalex.org/W2951648876","https://openalex.org/W2987011540","https://openalex.org/W3019346040","https://openalex.org/W3032902743","https://openalex.org/W3088521497","https://openalex.org/W3106033748","https://openalex.org/W3153999239","https://openalex.org/W3163951899","https://openalex.org/W3174734824","https://openalex.org/W3208342793","https://openalex.org/W4223938098","https://openalex.org/W4234322508","https://openalex.org/W4295759775","https://openalex.org/W4307068751","https://openalex.org/W4307339547","https://openalex.org/W4313594056","https://openalex.org/W4316037191","https://openalex.org/W6685184340","https://openalex.org/W7073672803"],"related_works":["https://openalex.org/W2354985190","https://openalex.org/W2354329565","https://openalex.org/W1039907968","https://openalex.org/W2382050735","https://openalex.org/W151863654","https://openalex.org/W2566672894","https://openalex.org/W2096165977","https://openalex.org/W7097825806","https://openalex.org/W3170586927","https://openalex.org/W7097792007"],"abstract_inverted_index":{"Rule":[0],"discovery":[1],"from":[2,22,28,106],"time":[3,23,36,59,92,107,117,122],"series":[4,24,37,60,108,118,124],"data":[5,8,25,34,38,41,75,88],"is":[6,26,39],"a":[7,43,99],"mining":[9,58],"technique":[10,101,111],"that":[11,45,135],"tries":[12],"to":[13,102],"find":[14,103],"relationships":[15],"of":[16,55,64,138],"sequential":[17],"data.":[18,109],"Finding":[19],"association":[20,71,104],"rules":[21,31,105,129],"different":[27],"finding":[29,70],"such":[30],"in":[32,77,89],"traditional":[33],"because":[35],"orderly":[40],"with":[42],"sequence":[44],"must":[46],"be":[47],"preserved.":[48],"Many":[49],"researchers":[50],"have":[51],"proposed":[52],"many":[53,85],"methods":[54],"analyzing":[56],"and":[57,73,125],"data,":[61],"but":[62],"most":[63],"them":[65],"did":[66],"not":[67],"focus":[68],"on":[69],"rules,":[72],"the":[74,115,120,127,136],"used":[76],"their":[78],"experimentations":[79],"were":[80],"discretized":[81],"symbols.":[82],"In":[83,94],"fact,":[84],"situations":[86],"collect":[87],"continuous":[90],"numeration":[91],"series.":[93],"this":[95],"paper,":[96],"we":[97],"propose":[98],"novel":[100],"Our":[110],"can":[112],"analyze":[113],"either":[114],"numerical":[116],"or":[119],"symbolic":[121],"t":[123],"show":[126],"resulting":[128],"as":[130],"X":[131],"\u23af\u23af\u2192Y,":[132],"which":[133],"means":[134],"group":[137],"pattern":[139],"Y":[140],"should":[141]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2016-06-24T00:00:00"}