{"id":"https://openalex.org/W3098261982","doi":"https://doi.org/10.1007/s10472-020-09717-z","title":"Data-driven algorithm selection and tuning in optimization and signal processing","display_name":"Data-driven algorithm selection and tuning in optimization and signal processing","publication_year":2020,"publication_date":"2020-11-12","ids":{"openalex":"https://openalex.org/W3098261982","doi":"https://doi.org/10.1007/s10472-020-09717-z","mag":"3098261982"},"language":"en","primary_location":{"id":"doi:10.1007/s10472-020-09717-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10472-020-09717-z","pdf_url":null,"source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-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/A5055755657","display_name":"Jes\u00fas A. De Loera","orcid":"https://orcid.org/0000-0002-9556-1112"},"institutions":[{"id":"https://openalex.org/I84218800","display_name":"University of California, Davis","ror":"https://ror.org/05rrcem69","country_code":"US","type":"education","lineage":["https://openalex.org/I84218800"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jes\u00fas A. De Loera","raw_affiliation_strings":["University of California, Davis, CA, USA","University of California, Davis, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Davis, CA, USA","institution_ids":["https://openalex.org/I84218800"]},{"raw_affiliation_string":"University of California, Davis, USA","institution_ids":["https://openalex.org/I84218800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048004087","display_name":"Jamie Haddock","orcid":"https://orcid.org/0000-0002-1449-2574"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jamie Haddock","raw_affiliation_strings":["University of California, Los Angeles, CA, USA","University of California, Los Angeles, USA"],"raw_orcid":"https://orcid.org/0000-0002-1449-2574","affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103201778","display_name":"Anna Ma","orcid":"https://orcid.org/0000-0002-0099-053X"},"institutions":[{"id":"https://openalex.org/I204250578","display_name":"University of California, Irvine","ror":"https://ror.org/04gyf1771","country_code":"US","type":"education","lineage":["https://openalex.org/I204250578"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Anna Ma","raw_affiliation_strings":["University of California, Irvine, CA, USA","University of California, Irvine, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Irvine, CA, USA","institution_ids":["https://openalex.org/I204250578"]},{"raw_affiliation_string":"University of California, Irvine, USA","institution_ids":["https://openalex.org/I204250578"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5024153474","display_name":"Deanna Needell","orcid":"https://orcid.org/0000-0002-8058-8638"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deanna Needell","raw_affiliation_strings":["University of California, Los Angeles, CA, USA","University of California, Los Angeles, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]},{"raw_affiliation_string":"University of California, Los Angeles, USA","institution_ids":["https://openalex.org/I161318765"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048004087"],"corresponding_institution_ids":["https://openalex.org/I161318765"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.12590929,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":"89","issue":"7","first_page":"711","last_page":"735"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10500","display_name":"Sparse and Compressive Sensing Techniques","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/complex-system","display_name":"Complex system","score":0.6414938569068909},{"id":"https://openalex.org/keywords/signal-processing","display_name":"Signal processing","score":0.5982431769371033},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5550044775009155},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5288021564483643},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5205303430557251},{"id":"https://openalex.org/keywords/optimization-algorithm","display_name":"Optimization algorithm","score":0.48840826749801636},{"id":"https://openalex.org/keywords/signal","display_name":"SIGNAL (programming language)","score":0.4488530158996582},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.30088257789611816},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.27630937099456787},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.2290656864643097},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.15752625465393066}],"concepts":[{"id":"https://openalex.org/C47822265","wikidata":"https://www.wikidata.org/wiki/Q854457","display_name":"Complex system","level":2,"score":0.6414938569068909},{"id":"https://openalex.org/C104267543","wikidata":"https://www.wikidata.org/wiki/Q208163","display_name":"Signal processing","level":3,"score":0.5982431769371033},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5550044775009155},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5288021564483643},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5205303430557251},{"id":"https://openalex.org/C2987595161","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Optimization algorithm","level":2,"score":0.48840826749801636},{"id":"https://openalex.org/C2779843651","wikidata":"https://www.wikidata.org/wiki/Q7390335","display_name":"SIGNAL (programming language)","level":2,"score":0.4488530158996582},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.30088257789611816},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.27630937099456787},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.2290656864643097},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.15752625465393066},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C554190296","wikidata":"https://www.wikidata.org/wiki/Q47528","display_name":"Radar","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10472-020-09717-z","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10472-020-09717-z","pdf_url":null,"source":{"id":"https://openalex.org/S90199469","display_name":"Annals of Mathematics and Artificial Intelligence","issn_l":"1012-2443","issn":["1012-2443","1573-7470"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annals of Mathematics and Artificial Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:escholarship.org:ark:/13030/qt5kt2c509","is_oa":false,"landing_page_url":"https://escholarship.org/uc/item/5kt2c509","pdf_url":null,"source":{"id":"https://openalex.org/S4306400115","display_name":"eScholarship (California Digital Library)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2801248553","host_organization_name":"California Digital Library","host_organization_lineage":["https://openalex.org/I2801248553"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Annals of Mathematics and Artificial Intelligence, vol 89, iss 7","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2374404877","display_name":null,"funder_award_id":"1522158","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"},{"id":"https://openalex.org/G327784683","display_name":null,"funder_award_id":"1818969","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"},{"id":"https://openalex.org/G5806157224","display_name":null,"funder_award_id":"1740325","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"},{"id":"https://openalex.org/G6350802843","display_name":null,"funder_award_id":"1934568","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"},{"id":"https://openalex.org/G669830528","display_name":null,"funder_award_id":"1348721","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"},{"id":"https://openalex.org/G8078146795","display_name":null,"funder_award_id":"1440140","funder_id":"https://openalex.org/F4320332172","funder_display_name":"Directorate for Mathematical and Physical Sciences"}],"funders":[{"id":"https://openalex.org/F4320332172","display_name":"Directorate for Mathematical and Physical Sciences","ror":"https://ror.org/029b7h395"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":69,"referenced_works":["https://openalex.org/W6908809","https://openalex.org/W143004564","https://openalex.org/W205433031","https://openalex.org/W340244495","https://openalex.org/W1492936035","https://openalex.org/W1516903196","https://openalex.org/W1519451279","https://openalex.org/W1638440761","https://openalex.org/W1663973292","https://openalex.org/W1977520307","https://openalex.org/W1994616650","https://openalex.org/W2002035275","https://openalex.org/W2029538739","https://openalex.org/W2033242948","https://openalex.org/W2047071281","https://openalex.org/W2055064119","https://openalex.org/W2077520262","https://openalex.org/W2097117768","https://openalex.org/W2097998348","https://openalex.org/W2101368829","https://openalex.org/W2116437043","https://openalex.org/W2117666205","https://openalex.org/W2120420045","https://openalex.org/W2123023890","https://openalex.org/W2129131372","https://openalex.org/W2135660446","https://openalex.org/W2146502635","https://openalex.org/W2156779765","https://openalex.org/W2161208647","https://openalex.org/W2162287622","https://openalex.org/W2163605009","https://openalex.org/W2182361439","https://openalex.org/W2194775991","https://openalex.org/W2289917018","https://openalex.org/W2532439643","https://openalex.org/W2576311753","https://openalex.org/W2611328865","https://openalex.org/W2617704759","https://openalex.org/W2622263826","https://openalex.org/W2625599877","https://openalex.org/W2740635283","https://openalex.org/W2767327871","https://openalex.org/W2776671691","https://openalex.org/W2789621689","https://openalex.org/W2794874231","https://openalex.org/W2801657880","https://openalex.org/W2887612286","https://openalex.org/W2899457449","https://openalex.org/W2950220059","https://openalex.org/W2951430899","https://openalex.org/W2962677560","https://openalex.org/W2963446712","https://openalex.org/W2963775850","https://openalex.org/W2963815651","https://openalex.org/W2963888630","https://openalex.org/W2963977677","https://openalex.org/W2964098818","https://openalex.org/W2964121744","https://openalex.org/W3042645139","https://openalex.org/W3047863327","https://openalex.org/W3100203766","https://openalex.org/W3102083522","https://openalex.org/W3129028731","https://openalex.org/W4229964940","https://openalex.org/W4300263211","https://openalex.org/W6600118084","https://openalex.org/W6600581554","https://openalex.org/W6610151132","https://openalex.org/W6631448583"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W2535856026","https://openalex.org/W2265065644","https://openalex.org/W2134699697","https://openalex.org/W3017188156","https://openalex.org/W2322875716","https://openalex.org/W2468698815","https://openalex.org/W2383516975","https://openalex.org/W2374878784","https://openalex.org/W2147679489"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
