{"id":"https://openalex.org/W2095639987","doi":"https://doi.org/10.1080/00207720050165753","title":"Integration of multi-time-scale models in time series forecasting","display_name":"Integration of multi-time-scale models in time series forecasting","publication_year":2000,"publication_date":"2000-01-01","ids":{"openalex":"https://openalex.org/W2095639987","doi":"https://doi.org/10.1080/00207720050165753","mag":"2095639987"},"language":"en","primary_location":{"id":"doi:10.1080/00207720050165753","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720050165753","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/A5040947889","display_name":"Fiona T. Murray","orcid":null},"institutions":[{"id":"https://openalex.org/I4210101362","display_name":"Xilinx (Ireland)","ror":"https://ror.org/00pahkj72","country_code":"IE","type":"company","lineage":["https://openalex.org/I32923980","https://openalex.org/I4210101362"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"Fiona T. Murray","raw_affiliation_strings":["Xilinx Ireland Limited"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Xilinx Ireland Limited","institution_ids":["https://openalex.org/I4210101362"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047675974","display_name":"John V. Ringwood","orcid":"https://orcid.org/0000-0003-0395-7943"},"institutions":[{"id":"https://openalex.org/I42934936","display_name":"Dublin City University","ror":"https://ror.org/04a1a1e81","country_code":"IE","type":"education","lineage":["https://openalex.org/I42934936"]}],"countries":["IE"],"is_corresponding":false,"raw_author_name":"John V. Ringwood","raw_affiliation_strings":["Dublin City University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Dublin City University","institution_ids":["https://openalex.org/I42934936"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084195088","display_name":"P.C. Austin","orcid":null},"institutions":[{"id":"https://openalex.org/I154130895","display_name":"University of Auckland","ror":"https://ror.org/03b94tp07","country_code":"NZ","type":"education","lineage":["https://openalex.org/I154130895"]}],"countries":["NZ"],"is_corresponding":false,"raw_author_name":"Paul C. Austin","raw_affiliation_strings":["University of Auckland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Auckland","institution_ids":["https://openalex.org/I154130895"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.2448,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.80889242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"31","issue":"10","first_page":"1249","last_page":"1260"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9861999750137329,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9857000112533569,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10007","display_name":"Monetary Policy and Economic Impact","score":0.9853000044822693,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"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/consumption","display_name":"Consumption (sociology)","score":0.7062565088272095},{"id":"https://openalex.org/keywords/interval","display_name":"Interval (graph theory)","score":0.6932016611099243},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5892568826675415},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.5793174505233765},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5662677884101868},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.5635102391242981},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5511335134506226},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.5480048060417175},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5449326634407043},{"id":"https://openalex.org/keywords/state-space","display_name":"State space","score":0.49546515941619873},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.45449864864349365},{"id":"https://openalex.org/keywords/sampling-interval","display_name":"Sampling interval","score":0.4414825439453125},{"id":"https://openalex.org/keywords/state-space-representation","display_name":"State-space representation","score":0.43426963686943054},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4171870946884155},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.37659022212028503},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.32878321409225464},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.2303873896598816},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.22449946403503418},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.19608354568481445},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1530371904373169},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.10540923476219177},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.10026922821998596}],"concepts":[{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.7062565088272095},{"id":"https://openalex.org/C2778067643","wikidata":"https://www.wikidata.org/wiki/Q166507","display_name":"Interval (graph theory)","level":2,"score":0.6932016611099243},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5892568826675415},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.5793174505233765},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5662677884101868},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5635102391242981},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5511335134506226},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.5480048060417175},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5449326634407043},{"id":"https://openalex.org/C72434380","wikidata":"https://www.wikidata.org/wiki/Q230930","display_name":"State space","level":2,"score":0.49546515941619873},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.45449864864349365},{"id":"https://openalex.org/C2986012078","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling interval","level":2,"score":0.4414825439453125},{"id":"https://openalex.org/C52918065","wikidata":"https://www.wikidata.org/wiki/Q230945","display_name":"State-space representation","level":2,"score":0.43426963686943054},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4171870946884155},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.37659022212028503},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.32878321409225464},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.2303873896598816},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.22449946403503418},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.19608354568481445},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1530371904373169},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.10540923476219177},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.10026922821998596},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1080/00207720050165753","is_oa":false,"landing_page_url":"https://doi.org/10.1080/00207720050165753","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"},{"id":"pmh:oai:eprints.maynoothuniversity.ie:9511","is_oa":false,"landing_page_url":"http://eprints.maynoothuniversity.ie/9511/1/JR-Integration-2000.pdf","pdf_url":"http://eprints.maynoothuniversity.ie/9511/1/JR-Integration-2000.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:mural.maynoothuniversity.ie:9511","is_oa":false,"landing_page_url":"https://mural.maynoothuniversity.ie/id/eprint/9511/1/JR-Integration-2000.pdf","pdf_url":"https://mural.maynoothuniversity.ie/id/eprint/9511/1/JR-Integration-2000.pdf","source":{"id":"https://openalex.org/S4306401432","display_name":"Maynooth University ePrints and eTheses Archive (Maynooth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I157286207","host_organization_name":"National University of Ireland, Maynooth","host_organization_lineage":["https://openalex.org/I157286207"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W200858817","https://openalex.org/W1972508593","https://openalex.org/W1976071138","https://openalex.org/W1984471393","https://openalex.org/W2008814035","https://openalex.org/W2026301401","https://openalex.org/W2026525708","https://openalex.org/W2033646844","https://openalex.org/W2039605691","https://openalex.org/W2050203489","https://openalex.org/W2057684432","https://openalex.org/W2059152853","https://openalex.org/W2060126343","https://openalex.org/W2067489005","https://openalex.org/W2128241054","https://openalex.org/W2133671888","https://openalex.org/W2159219354"],"related_works":["https://openalex.org/W2579634771","https://openalex.org/W1560664277","https://openalex.org/W3013517953","https://openalex.org/W2756401664","https://openalex.org/W2338837772","https://openalex.org/W1486719010","https://openalex.org/W1496710458","https://openalex.org/W1538101308","https://openalex.org/W4247219983","https://openalex.org/W1627116927"],"abstract_inverted_index":{"A":[0,117],"solution":[1,49],"to":[2,55,114,122],"the":[3,18,53,84,88,99,106,124],"problem":[4],"of":[5,20,101],"producing":[6],"long-range":[7],"forecasts":[8,36,70,85],"on":[9,43,92],"a":[10,23,39,44,74],"short":[11,45],"sampling":[12,25,46],"interval":[13,26],"is":[14,50,81,109,120,133],"proposed.":[15],"It":[16,80],"involves":[17],"incorporation":[19,100],"information":[21,60,132],"from":[22,31,111],"long":[24],"series,":[27],"which":[28],"could":[29],"come":[30],"an":[32],"independent":[33],"source,":[34],"into":[35,61,135],"produced":[37,72,86],"by":[38,52,73,87,98],"state-space":[40,75],"model":[41,90],"based":[42,91],"interval.":[47],"The":[48,66],"motivated":[51],"desire":[54],"incorporate":[56],"yearly":[57,127],"electricity":[58,63,68],"consumption":[59,64,69,131,138],"weekly":[62,67,93],"forecasts.":[65,139],"are":[71],"structural":[76],"time":[77],"series":[78],"model.":[79],"shown":[82],"that":[83],"forecasting":[89],"data":[94],"can":[95],"be":[96],"improved":[97],"longer-time-scale":[102],"information,":[103],"particularly":[104],"when":[105],"forecast":[107],"horizon":[108],"increased":[110],"1":[112],"year":[113],"3":[115],"years.":[116],"further":[118],"example":[119],"used":[121],"demonstrate":[123],"approach,":[125],"where":[126],"UK":[128],"primary":[129],"fuel":[130,137],"incorporated":[134],"quarterly":[136]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-08-11T07:18:39.950985","created_date":"2025-10-10T00:00:00"}
