{"id":"https://openalex.org/W4291380963","doi":"https://doi.org/10.1145/3546932.3546997","title":"Feature subset selection for learning huge configuration spaces","display_name":"Feature subset selection for learning huge configuration spaces","publication_year":2022,"publication_date":"2022-08-24","ids":{"openalex":"https://openalex.org/W4291380963","doi":"https://doi.org/10.1145/3546932.3546997"},"language":"en","primary_location":{"id":"doi:10.1145/3546932.3546997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546932.3546997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM International Systems and Software Product Line Conference - Volume A","raw_type":"proceedings-article"},"type":"preprint","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-03720273","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5003973216","display_name":"Mathieu Acher","orcid":"https://orcid.org/0000-0003-1483-3858"},"institutions":[{"id":"https://openalex.org/I185839726","display_name":"Institut Universitaire de France","ror":"https://ror.org/055khg266","country_code":"FR","type":"education","lineage":["https://openalex.org/I185839726"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Mathieu Acher","raw_affiliation_strings":["Univ Rennes, Rennes, France","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]},{"raw_affiliation_string":"IUF - Institut universitaire de France (Maison des Universit\u00e9s 103 Boulevard Saint-Michel 75005 Paris - France)","institution_ids":["https://openalex.org/I185839726"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085181961","display_name":"Hugo Martin","orcid":"https://orcid.org/0000-0002-6093-2358"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hugo Martin","raw_affiliation_strings":["Univ Rennes, Rennes, France","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082589451","display_name":"Luc Lesoil","orcid":"https://orcid.org/0000-0002-8967-8154"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["BR","FR"],"is_corresponding":false,"raw_author_name":"Luc Lesoil","raw_affiliation_strings":["Univ Rennes, Rennes, France","PUC-Rio - Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro [Brasil] = Pontifical Catholic University of Rio de Janeiro [Brazil] = Universit\u00e9 catholique pontificale de Rio de Janeiro [Br\u00e9sil] (R. Marqu\u00eas de S\u00e3o Vicente, 225 - G\u00e1vea, Rio de Janeiro - RJ, 22451-900, Br\u00e9sil - Brazil)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"PUC-Rio - Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro [Brasil] = Pontifical Catholic University of Rio de Janeiro [Brazil] = Universit\u00e9 catholique pontificale de Rio de Janeiro [Br\u00e9sil] (R. Marqu\u00eas de S\u00e3o Vicente, 225 - G\u00e1vea, Rio de Janeiro - RJ, 22451-900, Br\u00e9sil - Brazil)","institution_ids":["https://openalex.org/I2699952"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031312202","display_name":"Arnaud Blouin","orcid":"https://orcid.org/0000-0002-5974-9601"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Arnaud Blouin","raw_affiliation_strings":["Univ Rennes, Rennes, France","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069324527","display_name":"Jean\u2010Marc Jez\u00e9qu\u00e9l","orcid":"https://orcid.org/0000-0002-0582-9745"},"institutions":[{"id":"https://openalex.org/I28221208","display_name":"Institut National des Sciences Appliqu\u00e9es de Rennes","ror":"https://ror.org/04xaa4j22","country_code":"FR","type":"education","lineage":["https://openalex.org/I28221208"]},{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Jean-Marc J\u00e9z\u00e9quel","raw_affiliation_strings":["Univ Rennes, Rennes, France","INSA Rennes - Institut National des Sciences Appliqu\u00e9es - Rennes (20, avenue des Buttes de Co\u00ebsmes - CS 70839 - 35708 Rennes cedex 7 - France)","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"INSA Rennes - Institut National des Sciences Appliqu\u00e9es - Rennes (20, avenue des Buttes de Co\u00ebsmes - CS 70839 - 35708 Rennes cedex 7 - France)","institution_ids":["https://openalex.org/I28221208"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108144659","display_name":"Djamel Eddine Khelladi","orcid":null},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Djamel Eddine Khelladi","raw_affiliation_strings":["Univ Rennes, Rennes, France","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002785466","display_name":"Olivier Barais","orcid":"https://orcid.org/0000-0002-4551-8562"},"institutions":[{"id":"https://openalex.org/I56067802","display_name":"Universit\u00e9 de Rennes","ror":"https://ror.org/015m7wh34","country_code":"FR","type":"education","lineage":["https://openalex.org/I56067802"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Olivier Barais","raw_affiliation_strings":["Univ Rennes, Rennes, France","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"Univ Rennes, Rennes, France","institution_ids":["https://openalex.org/I56067802"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051931293","display_name":"Juliana Alves Pereira","orcid":"https://orcid.org/0000-0002-0799-2829"},"institutions":[{"id":"https://openalex.org/I2699952","display_name":"Pontif\u00edcia Universidade Cat\u00f3lica do Rio de Janeiro","ror":"https://ror.org/01dg47b60","country_code":"BR","type":"education","lineage":["https://openalex.org/I2699952"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Juliana Alves Pereira","raw_affiliation_strings":["PUC-Rio, Rio de Janeiro, Brazil","DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)"],"affiliations":[{"raw_affiliation_string":"PUC-Rio, Rio de Janeiro, Brazil","institution_ids":["https://openalex.org/I2699952"]},{"raw_affiliation_string":"DiverSe - Diversity-centric Software Engineering (Campus de Beaulieu, 35042 Rennes cedes - France)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5003973216"],"corresponding_institution_ids":["https://openalex.org/I185839726","https://openalex.org/I56067802"],"apc_list":null,"apc_paid":null,"fwci":1.8468,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.85859438,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"85","last_page":"96"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T12127","display_name":"Software System Performance and Reliability","score":0.9997000098228455,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.9966999888420105,"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/T10260","display_name":"Software Engineering Research","score":0.9965999722480774,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/computer-science","display_name":"Computer science","score":0.8009379506111145},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.6395834684371948},{"id":"https://openalex.org/keywords/linux-kernel","display_name":"Linux kernel","score":0.6325670480728149},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5720024108886719},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5289195775985718},{"id":"https://openalex.org/keywords/tree-kernel","display_name":"Tree kernel","score":0.5228450894355774},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5195510983467102},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.5101593136787415},{"id":"https://openalex.org/keywords/variety","display_name":"Variety (cybernetics)","score":0.49631625413894653},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.480633407831192},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.4770564138889313},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44709768891334534},{"id":"https://openalex.org/keywords/software-product-line","display_name":"Software product line","score":0.44037312269210815},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.4348228871822357},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.42036789655685425},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.39594295620918274},{"id":"https://openalex.org/keywords/radial-basis-function-kernel","display_name":"Radial basis function kernel","score":0.3485935926437378},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.2765315771102905},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.1893482804298401},{"id":"https://openalex.org/keywords/software-development","display_name":"Software development","score":0.1848604679107666},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.11775141954421997},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08705875277519226}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8009379506111145},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.6395834684371948},{"id":"https://openalex.org/C553261973","wikidata":"https://www.wikidata.org/wiki/Q14579","display_name":"Linux kernel","level":2,"score":0.6325670480728149},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5720024108886719},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5289195775985718},{"id":"https://openalex.org/C140417398","wikidata":"https://www.wikidata.org/wiki/Q16933942","display_name":"Tree kernel","level":5,"score":0.5228450894355774},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5195510983467102},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.5101593136787415},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.49631625413894653},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.480633407831192},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.4770564138889313},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44709768891334534},{"id":"https://openalex.org/C2778177629","wikidata":"https://www.wikidata.org/wiki/Q2111823","display_name":"Software product line","level":4,"score":0.44037312269210815},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.4348228871822357},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.42036789655685425},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.39594295620918274},{"id":"https://openalex.org/C75866337","wikidata":"https://www.wikidata.org/wiki/Q7280263","display_name":"Radial basis function kernel","level":4,"score":0.3485935926437378},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.2765315771102905},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.1893482804298401},{"id":"https://openalex.org/C529173508","wikidata":"https://www.wikidata.org/wiki/Q638608","display_name":"Software development","level":3,"score":0.1848604679107666},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.11775141954421997},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08705875277519226},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","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":2,"locations":[{"id":"doi:10.1145/3546932.3546997","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3546932.3546997","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 26th ACM International Systems and Software Product Line Conference - Volume A","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-03720273v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03720273","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2022 - 26th ACM International Systems and Software Product Line Conference, Sep 2022, Graz, Austria. pp.1-12, ⟨10.1145/3546932.3546997⟩","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-03720273v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-03720273","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2022 - 26th ACM International Systems and Software Product Line Conference, Sep 2022, Graz, Austria. pp.1-12, ⟨10.1145/3546932.3546997⟩","raw_type":"Conference papers"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2000869828","display_name":null,"funder_award_id":"ANR-17-CE25-0010-01 VaryVary project","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"}],"funders":[{"id":"https://openalex.org/F4320320883","display_name":"Agence Nationale de la Recherche","ror":"https://ror.org/00rbzpz17"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W255296881","https://openalex.org/W822790223","https://openalex.org/W1970017388","https://openalex.org/W1986531046","https://openalex.org/W1998025025","https://openalex.org/W2000205178","https://openalex.org/W2001520071","https://openalex.org/W2005680430","https://openalex.org/W2017630445","https://openalex.org/W2040900804","https://openalex.org/W2041838769","https://openalex.org/W2042154985","https://openalex.org/W2065176875","https://openalex.org/W2072617662","https://openalex.org/W2108046820","https://openalex.org/W2114525558","https://openalex.org/W2135046866","https://openalex.org/W2151725765","https://openalex.org/W2158809056","https://openalex.org/W2168668632","https://openalex.org/W2169622310","https://openalex.org/W2170940899","https://openalex.org/W2293311388","https://openalex.org/W2294668324","https://openalex.org/W2495617574","https://openalex.org/W2511206070","https://openalex.org/W2604153767","https://openalex.org/W2605705966","https://openalex.org/W2617519947","https://openalex.org/W2731743750","https://openalex.org/W2734941459","https://openalex.org/W2739768234","https://openalex.org/W2742036245","https://openalex.org/W2753294950","https://openalex.org/W2783199130","https://openalex.org/W2787456385","https://openalex.org/W2793051425","https://openalex.org/W2794800068","https://openalex.org/W2884014490","https://openalex.org/W2886629666","https://openalex.org/W2889155451","https://openalex.org/W2889681271","https://openalex.org/W2891688103","https://openalex.org/W2904680236","https://openalex.org/W2911964244","https://openalex.org/W2921892740","https://openalex.org/W2941640074","https://openalex.org/W2946436797","https://openalex.org/W2962948349","https://openalex.org/W3142314132","https://openalex.org/W3197139525","https://openalex.org/W3203068769","https://openalex.org/W4233949481","https://openalex.org/W6602506391","https://openalex.org/W6756880548","https://openalex.org/W6888042973"],"related_works":["https://openalex.org/W3013206934","https://openalex.org/W1535136526","https://openalex.org/W1590832708","https://openalex.org/W2071590642","https://openalex.org/W1983263273","https://openalex.org/W3123056048","https://openalex.org/W3099811568","https://openalex.org/W2558026684","https://openalex.org/W2090782076","https://openalex.org/W1969447452"],"abstract_inverted_index":{"Linux":[0,45,79],"kernels":[1],"are":[2],"used":[3],"in":[4],"a":[5,61,69,77,134,141],"wide":[6],"variety":[7],"of":[8,11,35,44,84,107,144,167],"appliances,":[9],"many":[10],"them":[12],"having":[13],"strong":[14],"requirements":[15],"on":[16,150],"the":[17,165],"kernel":[18,62,80,153],"size":[19,82],"due":[20],"to":[21,38,50,117,120,157,160],"constraints":[22],"such":[23,98,121],"as":[24,99],"limited":[25],"memory":[26],"or":[27],"instant":[28],"boot.":[29],"With":[30],"more":[31],"than":[32],"nine":[33],"thousands":[34],"configuration":[36,123],"options":[37,58],"choose":[39],"from,":[40],"developers":[41],"and":[42,53,75,162],"users":[43],"actually":[46],"spend":[47],"significant":[48],"effort":[49],"document,":[51],"understand,":[52],"eventually":[54],"tune":[55],"(combinations":[56],"of)":[57],"for":[59,95],"meeting":[60],"size.":[63],"In":[64],"this":[65,73],"paper,":[66],"we":[67],"describe":[68],"large-scale":[70],"endeavour":[71],"automating":[72],"task":[74],"predicting":[76],"given":[78],"binary":[81],"out":[83],"unmeasured":[85],"configurations.":[86],"We":[87,125],"first":[88],"experiment":[89],"that":[90,105,110,128],"state-of-the-art":[91],"solutions":[92],"specifically":[93],"made":[94],"configurable":[96],"systems":[97],"performance-influence":[100],"models":[101],"cannot":[102],"cope":[103],"with":[104],"number":[106],"options,":[108],"suggesting":[109],"software":[111],"product":[112],"line":[113],"techniques":[114],"may":[115],"need":[116],"be":[118],"adapted":[119],"huge":[122],"spaces.":[124],"then":[126],"show":[127],"tree-based":[129],"feature":[130,170],"selection":[131],"can":[132],"learn":[133],"model":[135],"achieving":[136],"low":[137],"prediction":[138],"errors":[139],"over":[140],"reduced":[142],"set":[143],"options.":[145],"The":[146],"resulting":[147],"model,":[148],"trained":[149],"95":[151],"854":[152],"configurations,":[154],"is":[155],"fast":[156],"compute,":[158],"simple":[159],"interpret":[161],"even":[163],"outperforms":[164],"accuracy":[166],"learning":[168],"without":[169],"selection.":[171]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-25T23:56:10.502304","created_date":"2025-10-10T00:00:00"}