{"id":"https://openalex.org/W1063476113","doi":"https://doi.org/10.1007/s00500-015-1833-z","title":"Scaled UKF\u2013NARX hybrid model for multi-step-ahead forecasting of chaotic time series data","display_name":"Scaled UKF\u2013NARX hybrid model for multi-step-ahead forecasting of chaotic time series data","publication_year":2015,"publication_date":"2015-08-08","ids":{"openalex":"https://openalex.org/W1063476113","doi":"https://doi.org/10.1007/s00500-015-1833-z","mag":"1063476113"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-015-1833-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-015-1833-z","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","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/A5026473778","display_name":"Said Jadid Abdulkadir","orcid":"https://orcid.org/0000-0003-0038-3702"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Said Jadid Abdulkadir","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), 31750, Tronoh, Malaysia","Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), Tronoh, Malaysia 31750#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), 31750, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), Tronoh, Malaysia 31750#TAB#","institution_ids":["https://openalex.org/I203899302"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001918531","display_name":"Suet-Peng Yong","orcid":"https://orcid.org/0000-0002-8685-2428"},"institutions":[{"id":"https://openalex.org/I203899302","display_name":"Universiti Teknologi Petronas","ror":"https://ror.org/048g2sh07","country_code":"MY","type":"education","lineage":["https://openalex.org/I203899302"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Suet-Peng Yong","raw_affiliation_strings":["Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), 31750, Tronoh, Malaysia","Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), Tronoh, Malaysia 31750#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), 31750, Tronoh, Malaysia","institution_ids":["https://openalex.org/I203899302"]},{"raw_affiliation_string":"Department of Computer and Information Sciences, Universiti Teknologi Petronas (UTP), Tronoh, Malaysia 31750#TAB#","institution_ids":["https://openalex.org/I203899302"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5026473778"],"corresponding_institution_ids":["https://openalex.org/I203899302"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":1.7371,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.8420203,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"19","issue":"12","first_page":"3479","last_page":"3496"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9955000281333923,"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"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9955000281333923,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9937000274658203,"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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9891999959945679,"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/nonlinear-autoregressive-exogenous-model","display_name":"Nonlinear autoregressive exogenous model","score":0.7900656461715698},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.7484632730484009},{"id":"https://openalex.org/keywords/chaotic","display_name":"Chaotic","score":0.7197327017784119},{"id":"https://openalex.org/keywords/kalman-filter","display_name":"Kalman filter","score":0.6922404170036316},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6487395763397217},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6038371324539185},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5873318314552307},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3961211144924164},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37369656562805176},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3724260926246643},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3607795238494873},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.18716081976890564},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.15927410125732422}],"concepts":[{"id":"https://openalex.org/C42536954","wikidata":"https://www.wikidata.org/wiki/Q7049462","display_name":"Nonlinear autoregressive exogenous model","level":3,"score":0.7900656461715698},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.7484632730484009},{"id":"https://openalex.org/C2777052490","wikidata":"https://www.wikidata.org/wiki/Q5072826","display_name":"Chaotic","level":2,"score":0.7197327017784119},{"id":"https://openalex.org/C157286648","wikidata":"https://www.wikidata.org/wiki/Q846780","display_name":"Kalman filter","level":2,"score":0.6922404170036316},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6487395763397217},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6038371324539185},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5873318314552307},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3961211144924164},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37369656562805176},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3724260926246643},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3607795238494873},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.18716081976890564},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.15927410125732422},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-015-1833-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00500-015-1833-z","pdf_url":null,"source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.6100000143051147,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W23570802","https://openalex.org/W271608600","https://openalex.org/W1497414364","https://openalex.org/W1508280366","https://openalex.org/W1520710862","https://openalex.org/W1727659491","https://openalex.org/W1967429206","https://openalex.org/W1973588170","https://openalex.org/W1975794540","https://openalex.org/W1981025032","https://openalex.org/W1986421176","https://openalex.org/W1987050692","https://openalex.org/W1988495782","https://openalex.org/W1989137448","https://openalex.org/W2006242014","https://openalex.org/W2010611103","https://openalex.org/W2020934227","https://openalex.org/W2029897006","https://openalex.org/W2036485694","https://openalex.org/W2038128936","https://openalex.org/W2052345845","https://openalex.org/W2055133036","https://openalex.org/W2055877700","https://openalex.org/W2056901498","https://openalex.org/W2057653135","https://openalex.org/W2058193793","https://openalex.org/W2058819127","https://openalex.org/W2070960910","https://openalex.org/W2071972720","https://openalex.org/W2075234193","https://openalex.org/W2093768254","https://openalex.org/W2102373459","https://openalex.org/W2103414828","https://openalex.org/W2107802551","https://openalex.org/W2107878631","https://openalex.org/W2111051539","https://openalex.org/W2117014758","https://openalex.org/W2117829824","https://openalex.org/W2124776405","https://openalex.org/W2126546663","https://openalex.org/W2145938889","https://openalex.org/W2146150422","https://openalex.org/W2150781240","https://openalex.org/W2156019969","https://openalex.org/W2165134800","https://openalex.org/W2172017592","https://openalex.org/W2173277114","https://openalex.org/W2184268905","https://openalex.org/W2949190276"],"related_works":["https://openalex.org/W2606910468","https://openalex.org/W3116827148","https://openalex.org/W3120843198","https://openalex.org/W2799656149","https://openalex.org/W2036704594","https://openalex.org/W4226315710","https://openalex.org/W3083782034","https://openalex.org/W4287185323","https://openalex.org/W2995801509","https://openalex.org/W2154965898"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
