{"id":"https://openalex.org/W2963324331","doi":"https://doi.org/10.1007/s00158-017-1894-y","title":"Active expansion sampling for learning feasible domains in an unbounded input space","display_name":"Active expansion sampling for learning feasible domains in an unbounded input space","publication_year":2018,"publication_date":"2018-01-19","ids":{"openalex":"https://openalex.org/W2963324331","doi":"https://doi.org/10.1007/s00158-017-1894-y","mag":"2963324331"},"language":"en","primary_location":{"id":"doi:10.1007/s00158-017-1894-y","doi":"https://doi.org/10.1007/s00158-017-1894-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00158-017-1894-y","pdf_url":null,"source":{"id":"https://openalex.org/S48050435","display_name":"Structural and Multidisciplinary Optimization","issn_l":"1615-147X","issn":["1615-147X","1615-1488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural and Multidisciplinary Optimization","raw_type":"journal-article"},"volume":null,"type":"article","indexed_in":["arxiv","crossref","datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1708.07888","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5026583508","display_name":"Wei Chen","orcid":"https://orcid.org/0000-0002-3807-1862","observed_orcids":["https://orcid.org/0000-0002-3807-1862"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Wei Chen","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":"https://orcid.org/0000-0002-3807-1862","affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036788329","display_name":"Mark Fuge","orcid":"https://orcid.org/0000-0003-3819-8895","observed_orcids":["https://orcid.org/0000-0003-3819-8895"]},"institutions":[{"id":"https://openalex.org/I66946132","display_name":"University of Maryland, College Park","ror":"https://ror.org/047s2c258","country_code":"US","type":"education","lineage":["https://openalex.org/I66946132"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mark Fuge","raw_affiliation_strings":["Department of Mechanical Engineering, University of Maryland, College Park, MD, 20742, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, University of Maryland, College Park, MD, 20742, USA","institution_ids":["https://openalex.org/I66946132"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026583508"],"corresponding_institution_ids":["https://openalex.org/I66946132"],"apc_list":{"value":3990,"currency":"USD","value_usd":3990},"apc_paid":null,"fwci":1.1271,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.8245306,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":97},"biblio":{"volume":"57","issue":"3","first_page":"925","last_page":"945"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12072","display_name":"Machine Learning and Algorithms","score":0.5981000065803528,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.5981000065803528,"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":0.25270000100135803,"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"}},{"id":"https://openalex.org/T11948","display_name":"Machine Learning in Materials Science","score":0.03319999948143959,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/active-learning-machine-learning","display_name":"active learning (machine learning)","score":0.8009999990463257},{"id":"https://openalex.org/keywords/implicit-constraints","display_name":"implicit constraints","score":0.6349999904632568},{"id":"https://openalex.org/keywords/exploration-exploitation-trade-off","display_name":"exploration-exploitation balance","score":0.597000002861023},{"id":"https://openalex.org/keywords/adaptive-sampling","display_name":"adaptive sampling","score":0.5960000157356262}],"concepts":[{"id":"https://openalex.org/C34388435","wikidata":"https://www.wikidata.org/wiki/Q2267362","display_name":"Bounded function","level":2,"score":0.6251241564750671},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.5788078904151917},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.5771856307983398},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5542645454406738},{"id":"https://openalex.org/C2779117054","wikidata":"https://www.wikidata.org/wiki/Q1406345","display_name":"Straddle","level":2,"score":0.5501351356506348},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.5494590401649475},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5353842973709106},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5224641561508179},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.522050142288208},{"id":"https://openalex.org/C2781395549","wikidata":"https://www.wikidata.org/wiki/Q4680762","display_name":"Adaptive sampling","level":3,"score":0.4952801764011383},{"id":"https://openalex.org/C2778572836","wikidata":"https://www.wikidata.org/wiki/Q380933","display_name":"Space (punctuation)","level":2,"score":0.4733327031135559},{"id":"https://openalex.org/C24881265","wikidata":"https://www.wikidata.org/wiki/Q757267","display_name":"Voronoi diagram","level":2,"score":0.45970281958580017},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.349956750869751},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","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/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C19499675","wikidata":"https://www.wikidata.org/wiki/Q232207","display_name":"Monte Carlo method","level":2,"score":0.0},{"id":"https://openalex.org/C10138342","wikidata":"https://www.wikidata.org/wiki/Q43015","display_name":"Finance","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},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s00158-017-1894-y","doi":"https://doi.org/10.1007/s00158-017-1894-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00158-017-1894-y","pdf_url":null,"source":{"id":"https://openalex.org/S48050435","display_name":"Structural and Multidisciplinary Optimization","issn_l":"1615-147X","issn":["1615-147X","1615-1488"],"is_oa":false,"is_in_doaj":false,"is_core":true,"listed_in":["cwts-core","dongbi-a","jufo-2","norway-1","poland-100","russia-white-list-1","vabb-shw"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Structural and Multidisciplinary Optimization","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1708.07888","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1708.07888","pdf_url":"https://arxiv.org/pdf/1708.07888","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},{"id":"doi:10.48550/arxiv.1708.07888","doi":"https://doi.org/10.48550/arxiv.1708.07888","is_oa":true,"landing_page_url":"https://doi.org/10.48550/arxiv.1708.07888","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"Preprint"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1708.07888","doi":null,"is_oa":true,"landing_page_url":"http://arxiv.org/abs/1708.07888","pdf_url":"https://arxiv.org/pdf/1708.07888","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320310578","display_name":"University of Maryland","ror":"https://ror.org/01r0c1p88"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W29665","https://openalex.org/W143311957","https://openalex.org/W586780102","https://openalex.org/W603830301","https://openalex.org/W1483816357","https://openalex.org/W1489630123","https://openalex.org/W1513874326","https://openalex.org/W1514707997","https://openalex.org/W1514940655","https://openalex.org/W1528361845","https://openalex.org/W1530718350","https://openalex.org/W1553262910","https://openalex.org/W1746819321","https://openalex.org/W1793186821","https://openalex.org/W1971872676","https://openalex.org/W1973595700","https://openalex.org/W1978633512","https://openalex.org/W1999508402","https://openalex.org/W2008989859","https://openalex.org/W2010031315","https://openalex.org/W2016405781","https://openalex.org/W2017691338","https://openalex.org/W2021774297","https://openalex.org/W2024021823","https://openalex.org/W2027248184","https://openalex.org/W2034747098","https://openalex.org/W2051081922","https://openalex.org/W2052106730","https://openalex.org/W2057791914","https://openalex.org/W2061987443","https://openalex.org/W2068892839","https://openalex.org/W2085288813","https://openalex.org/W2085989833","https://openalex.org/W2088390444","https://openalex.org/W2096642565","https://openalex.org/W2101132006","https://openalex.org/W2116938621","https://openalex.org/W2118378735","https://openalex.org/W2123108597","https://openalex.org/W2127816222","https://openalex.org/W2135892731","https://openalex.org/W2136636278","https://openalex.org/W2138652336","https://openalex.org/W2140679654","https://openalex.org/W2143521632","https://openalex.org/W2147004922","https://openalex.org/W2151023586","https://openalex.org/W2165484066","https://openalex.org/W2171671120","https://openalex.org/W2264243698","https://openalex.org/W2335725877","https://openalex.org/W2341171179","https://openalex.org/W2521498248","https://openalex.org/W2558622672","https://openalex.org/W2592875812","https://openalex.org/W2617704515","https://openalex.org/W2738964461","https://openalex.org/W2903158431","https://openalex.org/W2913371065","https://openalex.org/W2914933231","https://openalex.org/W2964161691","https://openalex.org/W4211049957","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W3007058329","https://openalex.org/W3143035482","https://openalex.org/W4411277906","https://openalex.org/W6968835548","https://openalex.org/W4392223981","https://openalex.org/W2547972153","https://openalex.org/W3020183956","https://openalex.org/W2529521501","https://openalex.org/W7221172433","https://openalex.org/W3013114020"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":2}],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2019-07-30T00:00:00"}