{"id":"https://openalex.org/W79613412","doi":"https://doi.org/10.1007/978-3-7091-0646-4_4","title":"Boosting Recurrent Neural Networks for Time Series Prediction","display_name":"Boosting Recurrent Neural Networks for Time Series Prediction","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W79613412","doi":"https://doi.org/10.1007/978-3-7091-0646-4_4","mag":"79613412"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-7091-0646-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-7091-0646-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S4363606524","display_name":"Artificial Neural Nets and Genetic Algorithms","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Neural Nets and Genetic Algorithms","raw_type":"book-chapter"},"type":"book-chapter","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/A5019399008","display_name":"Romuald Bon\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I4210136805","display_name":"Laboratoire d'Informatique Fondamentale et Appliqu\u00e9e de Tours","ror":"https://ror.org/03r938j26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"R. Bon\u00e9","raw_affiliation_strings":["Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]},{"raw_affiliation_string":"Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007009585","display_name":"M. Assaad","orcid":null},"institutions":[{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]},{"id":"https://openalex.org/I4210136805","display_name":"Laboratoire d'Informatique Fondamentale et Appliqu\u00e9e de Tours","ror":"https://ror.org/03r938j26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Assaad","raw_affiliation_strings":["Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]},{"raw_affiliation_string":"Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028132236","display_name":"Michel Crucianu","orcid":"https://orcid.org/0000-0001-8204-6843"},"institutions":[{"id":"https://openalex.org/I4210136805","display_name":"Laboratoire d'Informatique Fondamentale et Appliqu\u00e9e de Tours","ror":"https://ror.org/03r938j26","country_code":"FR","type":"facility","lineage":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]},{"id":"https://openalex.org/I110017253","display_name":"Universit\u00e9 de Tours","ror":"https://ror.org/02wwzvj46","country_code":"FR","type":"education","lineage":["https://openalex.org/I110017253"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"M. Crucianu","raw_affiliation_strings":["Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France"],"affiliations":[{"raw_affiliation_string":"Laboratoire d\u2019Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253","https://openalex.org/I4210136805"]},{"raw_affiliation_string":"Laboratoire d'Informatique, Universit\u00e9 de Tours, 64, avenue Jean Portalis, 37200, Tours, France","institution_ids":["https://openalex.org/I110017253"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5019399008"],"corresponding_institution_ids":["https://openalex.org/I110017253","https://openalex.org/I4210136805"],"apc_list":null,"apc_paid":null,"fwci":2.2097,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87388519,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"18","last_page":"22"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9994000196456909,"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":0.9994000196456909,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9986000061035156,"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":0.9955000281333923,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/boosting","display_name":"Boosting (machine learning)","score":0.941929817199707},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6781677007675171},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6069374084472656},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5939189195632935},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5401010513305664},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.46450871229171753},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4581926763057709},{"id":"https://openalex.org/keywords/gradient-boosting","display_name":"Gradient boosting","score":0.41229236125946045},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3661728501319885},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.06802693009376526}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.941929817199707},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6781677007675171},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6069374084472656},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5939189195632935},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5401010513305664},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.46450871229171753},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4581926763057709},{"id":"https://openalex.org/C70153297","wikidata":"https://www.wikidata.org/wiki/Q5591907","display_name":"Gradient boosting","level":3,"score":0.41229236125946045},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3661728501319885},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.06802693009376526},{"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:10.1007/978-3-7091-0646-4_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-7091-0646-4_4","pdf_url":null,"source":{"id":"https://openalex.org/S4363606524","display_name":"Artificial Neural Nets and Genetic Algorithms","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Artificial Neural Nets and Genetic Algorithms","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W167329903","https://openalex.org/W1509455084","https://openalex.org/W1548858761","https://openalex.org/W1549656520","https://openalex.org/W1570060426","https://openalex.org/W1571836963","https://openalex.org/W1678356000","https://openalex.org/W1908468718","https://openalex.org/W1988790447","https://openalex.org/W2061383870","https://openalex.org/W2066366061","https://openalex.org/W2091054786","https://openalex.org/W2093717447","https://openalex.org/W2100559472","https://openalex.org/W2105727046","https://openalex.org/W2112076978","https://openalex.org/W2124193432","https://openalex.org/W2142471335","https://openalex.org/W2159624360","https://openalex.org/W2172195373","https://openalex.org/W2342171042","https://openalex.org/W2766736793","https://openalex.org/W2911885104","https://openalex.org/W2999905431","https://openalex.org/W3207342693","https://openalex.org/W4238339773","https://openalex.org/W4256364787","https://openalex.org/W4300402905"],"related_works":["https://openalex.org/W2967733078","https://openalex.org/W3204430031","https://openalex.org/W3137904399","https://openalex.org/W4310492845","https://openalex.org/W2885778889","https://openalex.org/W2766514146","https://openalex.org/W2885516856","https://openalex.org/W4289703016","https://openalex.org/W3094138326","https://openalex.org/W4310224730"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
