{"id":"https://openalex.org/W3125145953","doi":"https://doi.org/10.1007/978-3-030-74251-5_9","title":"Incremental Search Space Construction for Machine Learning Pipeline Synthesis","display_name":"Incremental Search Space Construction for Machine Learning Pipeline Synthesis","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3125145953","doi":"https://doi.org/10.1007/978-3-030-74251-5_9","mag":"3125145953"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-74251-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-74251-5_9","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":"preprint","indexed_in":["crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.48550/arxiv.2101.10951","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026706797","display_name":"Marc-Andr\u00e9 Z\u00f6ller","orcid":"https://orcid.org/0000-0001-8705-9862"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Marc-Andr\u00e9 Z\u00f6ller","raw_affiliation_strings":["[USU Software AG, Karlsruhe, Germany]"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"[USU Software AG, Karlsruhe, Germany]","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073556653","display_name":"Tien-Dung Nguyen","orcid":"https://orcid.org/0000-0002-0531-5605"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tien-Dung Nguyen","raw_affiliation_strings":["University of Technology Sydney, Sydney, Australia","University of Technology, Sydney,"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Technology Sydney, Sydney, Australia","institution_ids":["https://openalex.org/I114017466"]},{"raw_affiliation_string":"University of Technology, Sydney,","institution_ids":["https://openalex.org/I114017466"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031354877","display_name":"Marco F. Huber","orcid":"https://orcid.org/0000-0002-8250-2092"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]},{"id":"https://openalex.org/I3018473509","display_name":"Fraunhofer Institute for Manufacturing Engineering and Automation","ror":"https://ror.org/01rvqha10","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3018473509","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco F. Huber","raw_affiliation_strings":["Center for Cyber Cognitive Intelligence CCI, Fraunhofer IPA, Stuttgart, Germany","Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Stuttgart, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Cyber Cognitive Intelligence CCI, Fraunhofer IPA, Stuttgart, Germany","institution_ids":["https://openalex.org/I3018473509"]},{"raw_affiliation_string":"Institute of Industrial Manufacturing and Management IFF, University of Stuttgart, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.3591,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.50828503,"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":"103","last_page":"115"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","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/T12535","display_name":"Machine Learning and Data Classification","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/T12072","display_name":"Machine Learning and Algorithms","score":0.9958999752998352,"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/T10848","display_name":"Advanced Multi-Objective Optimization Algorithms","score":0.9944000244140625,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/pipeline","display_name":"Pipeline (software)","score":0.876594066619873},{"id":"https://openalex.org/keywords/hyperparameter","display_name":"Hyperparameter","score":0.771612286567688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6902445554733276},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6395688056945801},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.6204168200492859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5852645635604858},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.5615094900131226},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5389026403427124},{"id":"https://openalex.org/keywords/data-pre-processing","display_name":"Data pre-processing","score":0.4790824055671692},{"id":"https://openalex.org/keywords/space","display_name":"Space (punctuation)","score":0.43439945578575134},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.42254653573036194},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.15791001915931702},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07084554433822632}],"concepts":[{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.876594066619873},{"id":"https://openalex.org/C8642999","wikidata":"https://www.wikidata.org/wiki/Q4171168","display_name":"Hyperparameter","level":2,"score":0.771612286567688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6902445554733276},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6395688056945801},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.6204168200492859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5852645635604858},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.5615094900131226},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5389026403427124},{"id":"https://openalex.org/C10551718","wikidata":"https://www.wikidata.org/wiki/Q5227332","display_name":"Data pre-processing","level":2,"score":0.4790824055671692},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.43439945578575134},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.42254653573036194},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.15791001915931702},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07084554433822632},{"id":"https://openalex.org/C87717796","wikidata":"https://www.wikidata.org/wiki/Q146326","display_name":"Environmental engineering","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/978-3-030-74251-5_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-74251-5_9","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"},{"id":"pmh:oai:fraunhofer.de:N-637727","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-637727.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer IPA","raw_type":"Conference Paper"},{"id":"pmh:oai:null:publica/411500","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/411500","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"conference paper"},{"id":"doi:10.48550/arxiv.2101.10951","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.10951","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":"article"},{"id":"mag:3125145953","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.48550/arxiv.2101.10951","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.2101.10951","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.4699999988079071,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W60686164","https://openalex.org/W161513061","https://openalex.org/W1714211023","https://openalex.org/W1980264541","https://openalex.org/W2102539288","https://openalex.org/W2112364454","https://openalex.org/W2132862423","https://openalex.org/W2182361439","https://openalex.org/W2189149359","https://openalex.org/W2309832917","https://openalex.org/W2604766410","https://openalex.org/W2750387120","https://openalex.org/W2783239537","https://openalex.org/W2809880372","https://openalex.org/W2908974255","https://openalex.org/W2945806165","https://openalex.org/W2947123069","https://openalex.org/W2963659022","https://openalex.org/W2963815651","https://openalex.org/W2976734616","https://openalex.org/W3018814782","https://openalex.org/W3123920941","https://openalex.org/W3131920291","https://openalex.org/W4213308398"],"related_works":["https://openalex.org/W3159873422","https://openalex.org/W3119090990","https://openalex.org/W2786978541","https://openalex.org/W2809880372","https://openalex.org/W2962924528","https://openalex.org/W3182818085","https://openalex.org/W2309832917","https://openalex.org/W3128254477","https://openalex.org/W3136696550","https://openalex.org/W3177395556","https://openalex.org/W2997201826","https://openalex.org/W2913324419","https://openalex.org/W3112182098","https://openalex.org/W3187200735","https://openalex.org/W3108664020","https://openalex.org/W2822111439","https://openalex.org/W2276735006","https://openalex.org/W1983150296","https://openalex.org/W3010924360","https://openalex.org/W2768617563"],"abstract_inverted_index":null,"counts_by_year":[{"year":2021,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}