{"id":"https://openalex.org/W2133184668","doi":"https://doi.org/10.1109/ijcnn.2008.4634270","title":"Time series forecasting through Polynomial Artificial Neural Networks and Genetic Programming","display_name":"Time series forecasting through Polynomial Artificial Neural Networks and Genetic Programming","publication_year":2008,"publication_date":"2008-06-01","ids":{"openalex":"https://openalex.org/W2133184668","doi":"https://doi.org/10.1109/ijcnn.2008.4634270","mag":"2133184668"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2008.4634270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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/A5011094889","display_name":"M. Bernal-Urbina","orcid":null},"institutions":[{"id":"https://openalex.org/I4210149727","display_name":"Universidad La Salle","ror":"https://ror.org/05c99rg80","country_code":"MX","type":"education","lineage":["https://openalex.org/I4210149727"]},{"id":"https://openalex.org/I47652572","display_name":"La Salle University","ror":"https://ror.org/02beve479","country_code":"US","type":"education","lineage":["https://openalex.org/I47652572"]}],"countries":["MX","US"],"is_corresponding":true,"raw_author_name":"M. Bernal-Urbina","raw_affiliation_strings":["Universidad La Salle, Mexico DF, Distrito Federal, MX","La Salle Univ., Mexico City"],"affiliations":[{"raw_affiliation_string":"Universidad La Salle, Mexico DF, Distrito Federal, MX","institution_ids":["https://openalex.org/I4210149727"]},{"raw_affiliation_string":"La Salle Univ., Mexico City","institution_ids":["https://openalex.org/I47652572"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5055224241","display_name":"Alejandro Flores-M\u00e9ndez","orcid":null},"institutions":[{"id":"https://openalex.org/I68368234","display_name":"Center for Research and Advanced Studies of the National Polytechnic Institute","ror":"https://ror.org/009eqmr18","country_code":"MX","type":"facility","lineage":["https://openalex.org/I59361560","https://openalex.org/I68368234"]}],"countries":["MX"],"is_corresponding":false,"raw_author_name":"A. Flores-Mendez","raw_affiliation_strings":["Mathematics Department, CINVESTAV, Mexicali, Mexico","Math. Dept., CINVESTAV-IPN, Mexico City"],"affiliations":[{"raw_affiliation_string":"Mathematics Department, CINVESTAV, Mexicali, Mexico","institution_ids":["https://openalex.org/I68368234"]},{"raw_affiliation_string":"Math. Dept., CINVESTAV-IPN, Mexico City","institution_ids":["https://openalex.org/I68368234"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011094889"],"corresponding_institution_ids":["https://openalex.org/I4210149727","https://openalex.org/I47652572"],"apc_list":null,"apc_paid":null,"fwci":1.7162,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.87950315,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"3325","last_page":"3330"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9973000288009644,"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":0.9973000288009644,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9763000011444092,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.967199981212616,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.738821268081665},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.6840653419494629},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6755162477493286},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.5864363312721252},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5750588178634644},{"id":"https://openalex.org/keywords/polynomial","display_name":"Polynomial","score":0.5465819239616394},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4361097812652588},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.435726135969162},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.39972859621047974},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3040677011013031},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2013184130191803}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.738821268081665},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.6840653419494629},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6755162477493286},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.5864363312721252},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5750588178634644},{"id":"https://openalex.org/C90119067","wikidata":"https://www.wikidata.org/wiki/Q43260","display_name":"Polynomial","level":2,"score":0.5465819239616394},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4361097812652588},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.435726135969162},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.39972859621047974},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3040677011013031},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2013184130191803},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn.2008.4634270","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2008.4634270","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2008 IEEE International Joint Conference on Neural Networks (IEEE World Congress on Computational Intelligence)","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":29,"referenced_works":["https://openalex.org/W333120556","https://openalex.org/W568132899","https://openalex.org/W1500603504","https://openalex.org/W1507965776","https://openalex.org/W1566803874","https://openalex.org/W1576818901","https://openalex.org/W1639032689","https://openalex.org/W1860697415","https://openalex.org/W1975424366","https://openalex.org/W2012144015","https://openalex.org/W2016490104","https://openalex.org/W2017413629","https://openalex.org/W2028380838","https://openalex.org/W2028847290","https://openalex.org/W2034099719","https://openalex.org/W2102892532","https://openalex.org/W2115108088","https://openalex.org/W2124470789","https://openalex.org/W2134661748","https://openalex.org/W2134731519","https://openalex.org/W2141394518","https://openalex.org/W2150746837","https://openalex.org/W2150913357","https://openalex.org/W2158442843","https://openalex.org/W3023540311","https://openalex.org/W4240172095","https://openalex.org/W4252179934","https://openalex.org/W6630241565","https://openalex.org/W6633859084"],"related_works":["https://openalex.org/W2968285896","https://openalex.org/W1919101720","https://openalex.org/W206299888","https://openalex.org/W2102997898","https://openalex.org/W2549153708","https://openalex.org/W1976800132","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W1550175370","https://openalex.org/W1990205660"],"abstract_inverted_index":{"The":[0],"Polynomial":[1],"Artificial":[2],"Neural":[3],"Network":[4,12],"(PANN)":[5],"has":[6,20],"shown":[7],"to":[8,51],"be":[9,52],"a":[10,68],"powerful":[11],"for":[13,61],"time":[14,33,89],"series":[15,34,90],"forecasting.":[16],"Moreover,":[17],"the":[18,21,26,29,32,39,48,58,62,74,77,94],"PANN":[19,78,102],"advantage":[22],"that":[23,47,72],"it":[24],"encodes":[25],"information":[27],"about":[28],"nature":[30],"of":[31,44,76,86],"in":[35],"its":[36],"architecture.":[37],"However,":[38],"problem":[40],"with":[41,98,103],"this":[42,66],"type":[43],"network":[45],"is":[46,82],"terms":[49],"needed":[50],"analyzed":[53],"grow":[54],"exponentially":[55],"depending":[56],"on":[57],"degree":[59],"selected":[60],"polynomial":[63],"approximation.":[64],"In":[65],"paper,":[67],"novel":[69],"optimization":[70],"algorithm":[71],"determines":[73],"architecture":[75],"through":[79],"Genetic":[80,104],"Programming":[81],"presented.":[83],"Some":[84],"examples":[85],"non":[87],"linear":[88],"are":[91,96],"included":[92],"and":[93],"results":[95],"compared":[97],"those":[99],"obtained":[100],"by":[101],"Algorithm.":[105]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
