{"id":"https://openalex.org/W1514873337","doi":"https://doi.org/10.1007/978-3-642-01184-9_8","title":"Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks","display_name":"Conquering the Needle-in-a-Haystack: How Correlated Input Variables Beneficially Alter the Fitness Landscape for Neural Networks","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W1514873337","doi":"https://doi.org/10.1007/978-3-642-01184-9_8","mag":"1514873337"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-01184-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01184-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5068228499","display_name":"Stephen Turner","orcid":"https://orcid.org/0000-0001-9140-9028"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Stephen D. Turner","raw_affiliation_strings":["Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446","https://openalex.org/I4210105714"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081769614","display_name":"Marylyn D. Ritchie","orcid":"https://orcid.org/0000-0002-1208-1720"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Marylyn D. Ritchie","raw_affiliation_strings":["Center for Human Genetics Research Department of Molecular Physiology & Biophysics, Vanderbilt University, 519 Light Hall, TN 37232, Nashville, USA","Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Genetics Research Department of Molecular Physiology & Biophysics, Vanderbilt University, 519 Light Hall, TN 37232, Nashville, USA","institution_ids":["https://openalex.org/I200719446"]},{"raw_affiliation_string":"Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446","https://openalex.org/I4210105714"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066140517","display_name":"William S. Bush","orcid":"https://orcid.org/0000-0002-9729-6519"},"institutions":[{"id":"https://openalex.org/I200719446","display_name":"Vanderbilt University","ror":"https://ror.org/02vm5rt34","country_code":"US","type":"education","lineage":["https://openalex.org/I200719446"]},{"id":"https://openalex.org/I4210105714","display_name":"Center for Human Genetics","ror":"https://ror.org/01gcrbc43","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I4210105714"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"William S. Bush","raw_affiliation_strings":["Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Human Genetics Research, Department of Molecular Physiology & Biophysics, Vanderbilt University, Nashville, TN, USA","institution_ids":["https://openalex.org/I200719446","https://openalex.org/I4210105714"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.9496,"has_fulltext":false,"cited_by_count":8,"citation_normalized_percentile":{"value":0.86301564,"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":"80","last_page":"91"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9998999834060669,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9976000189781189,"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/T11764","display_name":"Evolution and Genetic Dynamics","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/haystack","display_name":"Haystack","score":0.8110858201980591},{"id":"https://openalex.org/keywords/fitness-landscape","display_name":"Fitness landscape","score":0.7668392658233643},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6688633561134338},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.6569787859916687},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5677664875984192},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5569208860397339},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5251203179359436},{"id":"https://openalex.org/keywords/genetic-programming","display_name":"Genetic programming","score":0.4691682457923889},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.4689124524593353},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4655751585960388},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45229944586753845},{"id":"https://openalex.org/keywords/fitness-proportionate-selection","display_name":"Fitness proportionate selection","score":0.429782509803772},{"id":"https://openalex.org/keywords/genetic-algorithm","display_name":"Genetic algorithm","score":0.4254502058029175},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.39387625455856323},{"id":"https://openalex.org/keywords/fitness-function","display_name":"Fitness function","score":0.23104172945022583},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.20121508836746216},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.07122179865837097}],"concepts":[{"id":"https://openalex.org/C13424479","wikidata":"https://www.wikidata.org/wiki/Q5687237","display_name":"Haystack","level":2,"score":0.8110858201980591},{"id":"https://openalex.org/C91852762","wikidata":"https://www.wikidata.org/wiki/Q3307742","display_name":"Fitness landscape","level":3,"score":0.7668392658233643},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6688633561134338},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.6569787859916687},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5677664875984192},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5569208860397339},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5251203179359436},{"id":"https://openalex.org/C110332635","wikidata":"https://www.wikidata.org/wiki/Q629498","display_name":"Genetic programming","level":2,"score":0.4691682457923889},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.4689124524593353},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4655751585960388},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45229944586753845},{"id":"https://openalex.org/C99701942","wikidata":"https://www.wikidata.org/wiki/Q5455479","display_name":"Fitness proportionate selection","level":4,"score":0.429782509803772},{"id":"https://openalex.org/C8880873","wikidata":"https://www.wikidata.org/wiki/Q187787","display_name":"Genetic algorithm","level":2,"score":0.4254502058029175},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.39387625455856323},{"id":"https://openalex.org/C176066374","wikidata":"https://www.wikidata.org/wiki/Q629118","display_name":"Fitness function","level":3,"score":0.23104172945022583},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.20121508836746216},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.07122179865837097},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-01184-9_8","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-01184-9_8","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Life in Land","id":"https://metadata.un.org/sdg/15","score":0.4699999988079071}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1503370304","https://openalex.org/W1539893433","https://openalex.org/W1554663460","https://openalex.org/W1568769775","https://openalex.org/W1966360257","https://openalex.org/W1973384716","https://openalex.org/W1988550919","https://openalex.org/W1997744129","https://openalex.org/W2006712471","https://openalex.org/W2015223144","https://openalex.org/W2023226576","https://openalex.org/W2024060531","https://openalex.org/W2035300844","https://openalex.org/W2045391589","https://openalex.org/W2054281993","https://openalex.org/W2055543630","https://openalex.org/W2058401000","https://openalex.org/W2062166748","https://openalex.org/W2062963521","https://openalex.org/W2072134379","https://openalex.org/W2079263039","https://openalex.org/W2086233060","https://openalex.org/W2087446455","https://openalex.org/W2096749972","https://openalex.org/W2105274257","https://openalex.org/W2106508416","https://openalex.org/W2107980620","https://openalex.org/W2119279196","https://openalex.org/W2120003923","https://openalex.org/W2124277514","https://openalex.org/W2124290836","https://openalex.org/W2127011380","https://openalex.org/W2128552148","https://openalex.org/W2150531171","https://openalex.org/W2152195021","https://openalex.org/W2155670634","https://openalex.org/W2162530578","https://openalex.org/W2168722817","https://openalex.org/W2316508456","https://openalex.org/W2411249141","https://openalex.org/W2411756531","https://openalex.org/W3104824402","https://openalex.org/W4235721129","https://openalex.org/W4251304755","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W1562117546","https://openalex.org/W2118255470","https://openalex.org/W4286619620","https://openalex.org/W3023657597","https://openalex.org/W3090912852","https://openalex.org/W2050490708","https://openalex.org/W4297936470","https://openalex.org/W1528812923","https://openalex.org/W4298042347","https://openalex.org/W1485730094"],"abstract_inverted_index":null,"counts_by_year":[{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}