{"id":"https://openalex.org/W1589436483","doi":"https://doi.org/10.1109/ijcnn.2010.5596797","title":"Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment","display_name":"Time series forecasting: Automatic determination of lags and radial basis neural networks for a changing horizon environment","publication_year":2010,"publication_date":"2010-07-01","ids":{"openalex":"https://openalex.org/W1589436483","doi":"https://doi.org/10.1109/ijcnn.2010.5596797","mag":"1589436483"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2010.5596797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-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/A5076646895","display_name":"Elisabet Parras-Gutierrez","orcid":null},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"E Parras-Gutierrez","raw_affiliation_strings":["Department of Computer Sciences, University of Jaen, Jaen, Spain","Dept. of Computer Science, University of Ja\u00e9n, Ja\u00e9n, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Jaen, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Ja\u00e9n, Ja\u00e9n, Spain#TAB#","institution_ids":["https://openalex.org/I191420491"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072849731","display_name":"V\u00edctor M. Rivas","orcid":"https://orcid.org/0000-0002-0681-7172"},"institutions":[{"id":"https://openalex.org/I191420491","display_name":"Universidad de Ja\u00e9n","ror":"https://ror.org/0122p5f64","country_code":"ES","type":"education","lineage":["https://openalex.org/I191420491"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"V M Rivas","raw_affiliation_strings":["Department of Computer Sciences, University of Jaen, Jaen, Spain","Dept. of Computer Science, University of Ja\u00e9n, Ja\u00e9n, Spain#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Sciences, University of Jaen, Jaen, Spain","institution_ids":["https://openalex.org/I191420491"]},{"raw_affiliation_string":"Dept. of Computer Science, University of Ja\u00e9n, Ja\u00e9n, Spain#TAB#","institution_ids":["https://openalex.org/I191420491"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5076646895"],"corresponding_institution_ids":["https://openalex.org/I191420491"],"apc_list":null,"apc_paid":null,"fwci":0.9021,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.78679674,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"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"}},"topics":[{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9968000054359436,"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"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9864000082015991,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7750921249389648},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7495180368423462},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7208196520805359},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.653879702091217},{"id":"https://openalex.org/keywords/horizon","display_name":"Horizon","score":0.5836430191993713},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5818398594856262},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5800986289978027},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48632392287254333},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.446417897939682},{"id":"https://openalex.org/keywords/radial-basis-function-network","display_name":"Radial basis function network","score":0.4317989945411682},{"id":"https://openalex.org/keywords/time-horizon","display_name":"Time horizon","score":0.41371145844459534},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3747935891151428},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3340908885002136},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.32951098680496216},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.26534417271614075},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1503688097000122}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7750921249389648},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7495180368423462},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7208196520805359},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.653879702091217},{"id":"https://openalex.org/C159176650","wikidata":"https://www.wikidata.org/wiki/Q43261","display_name":"Horizon","level":2,"score":0.5836430191993713},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5818398594856262},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5800986289978027},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48632392287254333},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.446417897939682},{"id":"https://openalex.org/C132917294","wikidata":"https://www.wikidata.org/wiki/Q2679684","display_name":"Radial basis function network","level":4,"score":0.4317989945411682},{"id":"https://openalex.org/C28761237","wikidata":"https://www.wikidata.org/wiki/Q7805321","display_name":"Time horizon","level":2,"score":0.41371145844459534},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3747935891151428},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3340908885002136},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.32951098680496216},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.26534417271614075},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1503688097000122},{"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/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2010.5596797","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2010.5596797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2010 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":25,"referenced_works":["https://openalex.org/W625369058","https://openalex.org/W1514048016","https://openalex.org/W1532181581","https://openalex.org/W1586335931","https://openalex.org/W1946238955","https://openalex.org/W2006093877","https://openalex.org/W2031268467","https://openalex.org/W2036787087","https://openalex.org/W2050288270","https://openalex.org/W2084171026","https://openalex.org/W2085812319","https://openalex.org/W2109110668","https://openalex.org/W2112735360","https://openalex.org/W2125121527","https://openalex.org/W2132632244","https://openalex.org/W2134822934","https://openalex.org/W2135951444","https://openalex.org/W2157773973","https://openalex.org/W2170120409","https://openalex.org/W2313953460","https://openalex.org/W4252684946","https://openalex.org/W4253708194","https://openalex.org/W6631706710","https://openalex.org/W6682941541","https://openalex.org/W7075695086"],"related_works":["https://openalex.org/W4230534566","https://openalex.org/W1992876914","https://openalex.org/W2184586959","https://openalex.org/W2105180757","https://openalex.org/W162769146","https://openalex.org/W2162304341","https://openalex.org/W1567195887","https://openalex.org/W157952102","https://openalex.org/W2471040861","https://openalex.org/W2355050426"],"abstract_inverted_index":{"This":[0],"paper":[1],"shows":[2],"how":[3],"E-tsRBF":[4,14],"deals":[5],"with":[6],"time-series":[7],"prediction":[8,56],"in":[9,57,78,95],"a":[10,16,44],"changing":[11],"horizon":[12],"environment.":[13],"is":[15],"meta-evolutionary":[17],"algorithm":[18],"that":[19,48],"simultaneously":[20],"evolves":[21],"both":[22],"the":[23,27,70,99,102],"neural":[24,42],"networks":[25,66],"and":[26,63,83],"set":[28],"of":[29,46,101],"lags":[30,74],"needed":[31],"to":[32,53,61,75,80,89],"forecast":[33,84],"time":[34,54,86,91],"series.":[35,87],"The":[36],"method":[37],"uses":[38],"radial":[39],"basis":[40],"function":[41],"networks,":[43],"kind":[45],"net":[47],"has":[49],"been":[50],"successfully":[51],"applied":[52],"series":[55,92],"literature.":[58],"Frequently,":[59],"methods":[60],"build":[62],"train":[64],"these":[65],"must":[67],"be":[68,76],"given":[69],"past":[71],"periods":[72],"or":[73],"used":[77],"order":[79],"create":[81],"patterns":[82],"any":[85],"Up":[88],"twenty-one":[90],"are":[93],"evaluated":[94],"this":[96],"work,":[97],"showing":[98],"behaviour":[100],"new":[103],"method.":[104]},"counts_by_year":[{"year":2017,"cited_by_count":1},{"year":2015,"cited_by_count":3},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2016-06-24T00:00:00"}