{"id":"https://openalex.org/W2811092602","doi":"https://doi.org/10.1145/3205455.3205599","title":"What about interpolation?","display_name":"What about interpolation?","publication_year":2018,"publication_date":"2018-07-02","ids":{"openalex":"https://openalex.org/W2811092602","doi":"https://doi.org/10.1145/3205455.3205599","mag":"2811092602"},"language":"en","primary_location":{"id":"doi:10.1145/3205455.3205599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205455.3205599","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","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/A5045271767","display_name":"Anthony Stein","orcid":"https://orcid.org/0000-0002-1808-9758"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Anthony Stein","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052402576","display_name":"Simon Menssen","orcid":null},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Simon Menssen","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035545860","display_name":"J\u00f6rg H\u00e4hner","orcid":"https://orcid.org/0000-0003-0107-264X"},"institutions":[{"id":"https://openalex.org/I179225836","display_name":"University of Augsburg","ror":"https://ror.org/03p14d497","country_code":"DE","type":"education","lineage":["https://openalex.org/I179225836"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rg H\u00e4hner","raw_affiliation_strings":["University of Augsburg, Germany"],"affiliations":[{"raw_affiliation_string":"University of Augsburg, Germany","institution_ids":["https://openalex.org/I179225836"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045271767"],"corresponding_institution_ids":["https://openalex.org/I179225836"],"apc_list":null,"apc_paid":null,"fwci":0.6933,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.79306891,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"537","last_page":"544"},"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":0.996399998664856,"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/T11663","display_name":"Viral Infectious Diseases and Gene Expression in Insects","score":0.9670000076293945,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"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/classifier","display_name":"Classifier (UML)","score":0.6801512241363525},{"id":"https://openalex.org/keywords/radial-basis-function","display_name":"Radial basis function","score":0.5950936675071716},{"id":"https://openalex.org/keywords/function-approximation","display_name":"Function approximation","score":0.5935591459274292},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.5745668411254883},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5508062839508057},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5332108736038208},{"id":"https://openalex.org/keywords/generality","display_name":"Generality","score":0.5023818016052246},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4591045379638672},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37752610445022583},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.37178748846054077},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.32760089635849},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.1902252435684204}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6801512241363525},{"id":"https://openalex.org/C98856871","wikidata":"https://www.wikidata.org/wiki/Q1588488","display_name":"Radial basis function","level":3,"score":0.5950936675071716},{"id":"https://openalex.org/C91873725","wikidata":"https://www.wikidata.org/wiki/Q3445816","display_name":"Function approximation","level":3,"score":0.5935591459274292},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.5745668411254883},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5508062839508057},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5332108736038208},{"id":"https://openalex.org/C2780767217","wikidata":"https://www.wikidata.org/wiki/Q5532421","display_name":"Generality","level":2,"score":0.5023818016052246},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4591045379638672},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37752610445022583},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.37178748846054077},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.32760089635849},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.1902252435684204},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1145/3205455.3205599","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3205455.3205599","pdf_url":null,"source":{"id":"https://openalex.org/S4363608932","display_name":"Proceedings of the Genetic and Evolutionary Computation Conference","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Genetic and Evolutionary Computation Conference","raw_type":"proceedings-article"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:46809","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/46809","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"},{"id":"pmh:oai:uni-augsburg.opus-bayern.de:73129","is_oa":false,"landing_page_url":"https://opus.bibliothek.uni-augsburg.de/opus4/frontdoor/index/index/docId/73129","pdf_url":null,"source":{"id":"https://openalex.org/S4306400930","display_name":"OPUS (Augsburg University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I119916105","host_organization_name":"Augsburg University","host_organization_lineage":["https://openalex.org/I119916105"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"bookpart"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1591645366","https://openalex.org/W1963721479","https://openalex.org/W1979458603","https://openalex.org/W1989101984","https://openalex.org/W1999340428","https://openalex.org/W2008052365","https://openalex.org/W2084260228","https://openalex.org/W2094880802","https://openalex.org/W2103158012","https://openalex.org/W2137261852","https://openalex.org/W2584068132","https://openalex.org/W2798263276"],"related_works":["https://openalex.org/W3036075344","https://openalex.org/W1589342126","https://openalex.org/W2066360887","https://openalex.org/W2147060792","https://openalex.org/W2110098766","https://openalex.org/W2020488014","https://openalex.org/W2152907901","https://openalex.org/W2986247818","https://openalex.org/W1590938344","https://openalex.org/W2046119715"],"abstract_inverted_index":{"Learning":[0],"Classifier":[1,26],"Systems":[2],"(LCS)":[3],"have":[4,17],"been":[5,18],"strongly":[6],"investigated":[7],"in":[8,129,188],"the":[9,22,61,68,72,83,90,96,115,123,132,152,157,184],"context":[10],"of":[11,74,92,111,122,166,171,176],"regression":[12],"tasks":[13],"and":[14,117],"great":[15],"successes":[16],"achieved":[19],"by":[20,71,104,149],"applying":[21],"function":[23,63],"approximating":[24],"Extended":[25],"System":[27],"(XCSF)":[28],"endowed":[29],"with":[30,131,173],"sophisticated":[31],"prediction":[32,45,155],"models.":[33],"In":[34],"this":[35],"paper,":[36],"a":[37,42,56,75,84,93,101,108],"novel":[38],"approach":[39,125],"to":[40,59,114,181],"model":[41],"classifier's":[43],"payoff":[44],"is":[46,53],"proposed.":[47],"Radial":[48],"Basis":[49],"Function":[50],"(RBF)":[51],"interpolation":[52],"utilized":[54],"as":[55],"new":[57],"means":[58],"capture":[60],"underlying":[62],"surface":[64],"complexity.":[65,168],"We":[66],"pose":[67],"hypothesis":[69],"that":[70,81,151],"use":[73],"more":[76],"flexible":[77],"RBF-based":[78,153],"classifier":[79,154],"prediction,":[80],"alleviates":[82],"priori":[85],"bias":[86],"injected":[87],"via":[88],"choosing":[89],"degree":[91],"polynomial":[94,127,160],"approximation,":[95],"classifiers":[97],"can":[98],"evolve":[99],"toward":[100],"higher":[102],"generality":[103],"maintaining":[105],"at":[106],"least":[107],"competitive":[109],"level":[110],"performance":[112],"compared":[113],"current":[116],"probably":[118],"mostly":[119],"used":[120],"state":[121],"art":[124],"-":[126],"approximation":[128,161],"combination":[130],"Recursive":[133],"Least":[134],"Squares":[135],"(RLS)":[136],"technique":[137],"for":[138],"incremental":[139],"coefficient":[140],"optimization.":[141],"The":[142],"presented":[143],"experimental":[144],"results":[145,170],"underpin":[146],"our":[147],"assumptions":[148],"revealing":[150],"outperforms":[156],"n-th":[158],"order":[159],"on":[162],"several":[163],"test":[164],"functions":[165],"varying":[167],"Additionally,":[169],"experiments":[172],"various":[174],"degrees":[175],"noise":[177],"will":[178],"be":[179],"reported":[180],"touch":[182],"upon":[183],"proposed":[185],"approach's":[186],"applicability":[187],"real":[189],"world":[190],"situations.":[191]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2018-07-10T00:00:00"}
