{"id":"https://openalex.org/W79692902","doi":"https://doi.org/10.1007/978-3-642-23957-1_21","title":"Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts","display_name":"Large Datasets: A Mixed Method to Adapt and Improve Their Learning by Neural Networks Used in Regression Contexts","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W79692902","doi":"https://doi.org/10.1007/978-3-642-23957-1_21","mag":"79692902"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-23957-1_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_21.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_21.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5109176609","display_name":"Marc Sauget","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Marc Sauget","raw_affiliation_strings":["Femto-ST, ENISYS/IRMA, F-25210, Montb\u00e9liard Cedex, France"],"affiliations":[{"raw_affiliation_string":"Femto-ST, ENISYS/IRMA, F-25210, Montb\u00e9liard Cedex, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045786744","display_name":"Julien Henriet","orcid":"https://orcid.org/0000-0002-7671-4574"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Julien Henriet","raw_affiliation_strings":["Femto-ST, ENISYS/IRMA, F-25210, Montb\u00e9liard Cedex, France"],"affiliations":[{"raw_affiliation_string":"Femto-ST, ENISYS/IRMA, F-25210, Montb\u00e9liard Cedex, France","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079004337","display_name":"Michel Salomon","orcid":"https://orcid.org/0000-0002-1119-2760"},"institutions":[{"id":"https://openalex.org/I90843659","display_name":"Universit\u00e9 de franche-comt\u00e9","ror":"https://ror.org/03pcc9z86","country_code":"FR","type":"education","lineage":["https://openalex.org/I90843659"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Michel Salomon","raw_affiliation_strings":["LIFC, EA 4269, University of Franche-Comt\u00e9, BP 527, F-90016, Belfort Cedex, France"],"affiliations":[{"raw_affiliation_string":"LIFC, EA 4269, University of Franche-Comt\u00e9, BP 527, F-90016, Belfort Cedex, France","institution_ids":["https://openalex.org/I90843659"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111952299","display_name":"Sylvain Contassot\u2010Vivier","orcid":null},"institutions":[{"id":"https://openalex.org/I4210121838","display_name":"Laboratoire Lorrain de Recherche en Informatique et ses Applications","ror":"https://ror.org/02vnf0c38","country_code":"FR","type":"facility","lineage":["https://openalex.org/I1294671590","https://openalex.org/I1294671590","https://openalex.org/I1326498283","https://openalex.org/I277688954","https://openalex.org/I4210107720","https://openalex.org/I4210121838","https://openalex.org/I4210159245","https://openalex.org/I90183372"]},{"id":"https://openalex.org/I90183372","display_name":"Universit\u00e9 de Lorraine","ror":"https://ror.org/04vfs2w97","country_code":"FR","type":"education","lineage":["https://openalex.org/I90183372"]},{"id":"https://openalex.org/I4210164347","display_name":"Henri Poincar\u00e9 Institute","ror":null,"country_code":"FR","type":null,"lineage":["https://openalex.org/I4210164347"]},{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Sylvain Contassot-Vivier","raw_affiliation_strings":["LORIA, UMR CNRS 7503, University Henri Poincar\u00e9, Nancy-1, France"],"affiliations":[{"raw_affiliation_string":"LORIA, UMR CNRS 7503, University Henri Poincar\u00e9, Nancy-1, France","institution_ids":["https://openalex.org/I4210164347","https://openalex.org/I90183372","https://openalex.org/I1294671590","https://openalex.org/I4210121838"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5109176609"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.0495935,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":93},"biblio":{"volume":null,"issue":null,"first_page":"182","last_page":"191"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9962000250816345,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10522","display_name":"Medical Imaging Techniques and Applications","score":0.9908000230789185,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T11949","display_name":"Nuclear Physics and Applications","score":0.9847000241279602,"subfield":{"id":"https://openalex.org/subfields/3108","display_name":"Radiation"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7225254774093628},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.7199736833572388},{"id":"https://openalex.org/keywords/decomposition","display_name":"Decomposition","score":0.631285548210144},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5531196594238281},{"id":"https://openalex.org/keywords/relevance","display_name":"Relevance (law)","score":0.5374565124511719},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.5244298577308655},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4966197609901428},{"id":"https://openalex.org/keywords/monte-carlo-method","display_name":"Monte Carlo method","score":0.47810977697372437},{"id":"https://openalex.org/keywords/regression","display_name":"Regression","score":0.4704184830188751},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4645877182483673},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.445305734872818},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3718879520893097},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14761394262313843},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11331945657730103}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7225254774093628},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7199736833572388},{"id":"https://openalex.org/C124681953","wikidata":"https://www.wikidata.org/wiki/Q339062","display_name":"Decomposition","level":2,"score":0.631285548210144},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5531196594238281},{"id":"https://openalex.org/C158154518","wikidata":"https://www.wikidata.org/wiki/Q7310970","display_name":"Relevance (law)","level":2,"score":0.5374565124511719},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.5244298577308655},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4966197609901428},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.47810977697372437},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.4704184830188751},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4645877182483673},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.445305734872818},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3718879520893097},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14761394262313843},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11331945657730103},{"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/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-23957-1_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_21.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-00643870v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-00643870","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"12th Engineering Applications of Neural Networks (EANN 2011) and 7th Artificial Intelligence Applications and Innovations (AIAI), Sep 2011, Corfu, Greece. pp.182-191, ⟨10.1007/978-3-642-23957-1_21⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"doi:10.1007/978-3-642-23957-1_21","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-642-23957-1_21","pdf_url":"https://link.springer.com/content/pdf/10.1007%2F978-3-642-23957-1_21.pdf","source":{"id":"https://openalex.org/S4210175514","display_name":"IFIP International Federation for Information Processing/IFIP","issn_l":"1571-5736","issn":["1571-5736","1861-2288"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320322363","display_name":"Ligue Contre le Cancer","ror":"https://ror.org/00rkrv905"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W79692902.pdf","grobid_xml":"https://content.openalex.org/works/W79692902.grobid-xml"},"referenced_works_count":19,"referenced_works":["https://openalex.org/W1490425935","https://openalex.org/W1503880870","https://openalex.org/W1523590985","https://openalex.org/W1535540078","https://openalex.org/W1795638400","https://openalex.org/W1977411239","https://openalex.org/W2017706032","https://openalex.org/W2022710037","https://openalex.org/W2026592854","https://openalex.org/W2061017013","https://openalex.org/W2078365413","https://openalex.org/W2153066044","https://openalex.org/W2153813915","https://openalex.org/W2175288397","https://openalex.org/W2438179187","https://openalex.org/W2505565444","https://openalex.org/W2915524853","https://openalex.org/W2916837318","https://openalex.org/W4244955408"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2085384747","https://openalex.org/W2088166309","https://openalex.org/W1891216533","https://openalex.org/W4312133475","https://openalex.org/W4238976562","https://openalex.org/W2276587472","https://openalex.org/W2615795876","https://openalex.org/W2049612369","https://openalex.org/W2770872919"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}