{"id":"https://openalex.org/W2968451040","doi":"https://doi.org/10.1145/3336294.3342383","title":"Machine Learning and Configurable Systems","display_name":"Machine Learning and Configurable Systems","publication_year":2019,"publication_date":"2019-08-08","ids":{"openalex":"https://openalex.org/W2968451040","doi":"https://doi.org/10.1145/3336294.3342383","mag":"2968451040"},"language":"en","primary_location":{"id":"doi:10.1145/3336294.3342383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3336294.3342383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd 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-02287459v2/file/SPLC_Tuto_ML_config_systems2019Ack.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085181961","display_name":"Hugo Martin","orcid":"https://orcid.org/0000-0002-6093-2358"},"institutions":[{"id":"https://openalex.org/I3124938446","display_name":"Universit\u00e9 Rennes 2","ror":"https://ror.org/01m84wm78","country_code":"FR","type":"education","lineage":["https://openalex.org/I3124938446"]},{"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, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, France","institution_ids":["https://openalex.org/I3124938446","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051931293","display_name":"Juliana Alves Pereira","orcid":"https://orcid.org/0000-0002-0799-2829"},"institutions":[{"id":"https://openalex.org/I3124938446","display_name":"Universit\u00e9 Rennes 2","ror":"https://ror.org/01m84wm78","country_code":"FR","type":"education","lineage":["https://openalex.org/I3124938446"]},{"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":"Juliana Alves Pereira","raw_affiliation_strings":["Univ Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, France","institution_ids":["https://openalex.org/I3124938446","https://openalex.org/I56067802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5003973216","display_name":"Mathieu Acher","orcid":"https://orcid.org/0000-0003-1483-3858"},"institutions":[{"id":"https://openalex.org/I3124938446","display_name":"Universit\u00e9 Rennes 2","ror":"https://ror.org/01m84wm78","country_code":"FR","type":"education","lineage":["https://openalex.org/I3124938446"]},{"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":"Mathieu Acher","raw_affiliation_strings":["Univ Rennes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Univ Rennes, France","institution_ids":["https://openalex.org/I3124938446","https://openalex.org/I56067802"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085993828","display_name":"Paul Temple","orcid":"https://orcid.org/0000-0002-8276-0593"},"institutions":[{"id":"https://openalex.org/I149768937","display_name":"University of Namur","ror":"https://ror.org/03d1maw17","country_code":"BE","type":"education","lineage":["https://openalex.org/I149768937"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Paul Temple","raw_affiliation_strings":["University of Namur, Belgium"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Namur, Belgium","institution_ids":["https://openalex.org/I149768937"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.3527,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.68905359,"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":"325","last_page":"326"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"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"}},"topics":[{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9977999925613403,"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"}},{"id":"https://openalex.org/T10639","display_name":"Advanced Software Engineering Methodologies","score":0.995199978351593,"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/T10430","display_name":"Software Engineering Techniques and Practices","score":0.9936000108718872,"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":0.8003795146942139},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5909693837165833},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.5663176774978638},{"id":"https://openalex.org/keywords/product","display_name":"Product (mathematics)","score":0.4448958933353424},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.42667198181152344},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.40115755796432495},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.232142835855484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8003795146942139},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5909693837165833},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.5663176774978638},{"id":"https://openalex.org/C90673727","wikidata":"https://www.wikidata.org/wiki/Q901718","display_name":"Product (mathematics)","level":2,"score":0.4448958933353424},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.42667198181152344},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.40115755796432495},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.232142835855484},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1145/3336294.3342383","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3336294.3342383","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 23rd International Systems and Software Product Line Conference - Volume A","raw_type":"proceedings-article"},{"id":"pmh:oai:HAL:hal-02287459v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02287459","pdf_url":"https://inria.hal.science/hal-02287459v2/file/SPLC_Tuto_ML_config_systems2019Ack.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.83-88, ⟨10.1145/3336294.3342383⟩","raw_type":"Conference papers"},{"id":"pmh:oai:HAL:hal-02287459v1","is_oa":true,"landing_page_url":"https://hal.inria.fr/hal-02287459","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":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2019 - 23rd International Systems and Software Product Line Conference","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:pure.unamur.be:openaire_cris_publications/2f0a20d6-7e66-432d-8646-8c6ba170975f","is_oa":false,"landing_page_url":"https://researchportal.unamur.be/en/publications/2f0a20d6-7e66-432d-8646-8c6ba170975f","pdf_url":null,"source":{"id":"https://openalex.org/S4406922457","display_name":"Repository of the University of Namur","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Martin, H, Alves Pereira, J, Acher, M & Temple, P 2019, Machine learning and configurable systems. in T Berger, P Collet, L Duchien, T Fogdal, P Heymans, T Kehrer, J Martinez, R Mazo, L Montalvillo, C Salinesi, X Ternava, T Thum & T Ziadi (eds), SPLC 2019 - 23rd International Systems and Software Product Line Conference. vol. A, ACM International Conference Proceeding Series, vol. A, pp. 325-326. https://doi.org/10.1145/3336294.3342383","raw_type":"contributionToPeriodical"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-02287459v2","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-02287459","pdf_url":"https://inria.hal.science/hal-02287459v2/file/SPLC_Tuto_ML_config_systems2019Ack.pdf","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SPLC 2019 - 23rd International Systems and Software Product Line Conference, Sep 2019, Paris, France. pp.83-88, ⟨10.1145/3336294.3342383⟩","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G2174155798","display_name":null,"funder_award_id":"ANR-17-CE25-0010","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G598623707","display_name":null,"funder_award_id":"17-CE25-0010-01","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G6803667113","display_name":null,"funder_award_id":"ANR-17","funder_id":"https://openalex.org/F4320320883","funder_display_name":"Agence Nationale de la Recherche"},{"id":"https://openalex.org/G7107445882","display_name":null,"funder_award_id":"ANR-17-CE25","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":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2968451040.pdf","grobid_xml":"https://content.openalex.org/works/W2968451040.grobid-xml"},"referenced_works_count":4,"referenced_works":["https://openalex.org/W2042154985","https://openalex.org/W2783425014","https://openalex.org/W2948648113","https://openalex.org/W2992291905"],"related_works":["https://openalex.org/W2938786841","https://openalex.org/W3188962172","https://openalex.org/W2772917594","https://openalex.org/W4306742369","https://openalex.org/W4303457083","https://openalex.org/W2982120024","https://openalex.org/W2131146434","https://openalex.org/W2951359407","https://openalex.org/W4376623224","https://openalex.org/W3136979370"],"abstract_inverted_index":{"The":[0,47],"goal":[1],"of":[2,24,34],"this":[3,37,44],"tutorial":[4,42,48],"is":[5,38,49],"to":[6,10,17,21],"give":[7],"an":[8],"introduction":[9],"how":[11],"machine":[12],"learning":[13],"can":[14],"be":[15],"used":[16],"support":[18],"activities":[19],"related":[20],"the":[22,32,39],"engineering":[23],"configurable":[25],"systems":[26,65],"and":[27,56],"software":[28],"product":[29],"lines.":[30],"To":[31],"best":[33],"our":[35],"knowledge,":[36],"first":[40],"practical":[41,58],"in":[43],"trending":[45],"field.":[46],"based":[50],"on":[51,63],"a":[52],"systematic":[53],"literature":[54],"review":[55],"includes":[57],"tasks":[59],"(specialization,":[60],"performance":[61],"prediction)":[62],"real-world":[64],"(VaryLaTeX,":[66],"x264).":[67]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}