{"id":"https://openalex.org/W4291155341","doi":"https://doi.org/10.1007/s10489-022-03979-2","title":"A survey on machine learning in array databases","display_name":"A survey on machine learning in array databases","publication_year":2022,"publication_date":"2022-08-12","ids":{"openalex":"https://openalex.org/W4291155341","doi":"https://doi.org/10.1007/s10489-022-03979-2"},"language":"en","primary_location":{"id":"doi:10.1007/s10489-022-03979-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-022-03979-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-022-03979-2.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10489-022-03979-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031735232","display_name":"Sebasti\u00e1n Villarroya","orcid":"https://orcid.org/0000-0003-0555-8735"},"institutions":[{"id":"https://openalex.org/I193619901","display_name":"Constructor University","ror":"https://ror.org/02yrs2n53","country_code":"DE","type":"education","lineage":["https://openalex.org/I193619901"]},{"id":"https://openalex.org/I200284239","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10","country_code":"ES","type":"education","lineage":["https://openalex.org/I200284239"]},{"id":"https://openalex.org/I4210111807","display_name":"Center for Research in Molecular Medicine and Chronic Diseases","ror":"https://ror.org/0280bnq76","country_code":"ES","type":"facility","lineage":["https://openalex.org/I4210111807"]}],"countries":["DE","ES"],"is_corresponding":true,"raw_author_name":"Sebasti\u00e1n Villarroya","raw_affiliation_strings":["Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain","Work performed while at Jacobs University Bremen, Bremen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0555-8735","affiliations":[{"raw_affiliation_string":"Centro Singular de Investigaci\u00f3n en Tecnolox\u00edas Intelixentes (CiTIUS), Universidade de Santiago de Compostela, Santiago de Compostela, 15782, Spain","institution_ids":["https://openalex.org/I4210111807","https://openalex.org/I200284239"]},{"raw_affiliation_string":"Work performed while at Jacobs University Bremen, Bremen, Germany","institution_ids":["https://openalex.org/I193619901"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5069119211","display_name":"Peter Baumann","orcid":"https://orcid.org/0000-0003-3860-4726"},"institutions":[{"id":"https://openalex.org/I193619901","display_name":"Constructor University","ror":"https://ror.org/02yrs2n53","country_code":"DE","type":"education","lineage":["https://openalex.org/I193619901"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Peter Baumann","raw_affiliation_strings":["Department of Computer Science and Electrical Engineering, Jacobs University Bremen, Campus Ring 1, Bremen, 28759, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Electrical Engineering, Jacobs University Bremen, Campus Ring 1, Bremen, 28759, Germany","institution_ids":["https://openalex.org/I193619901"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5031735232"],"corresponding_institution_ids":["https://openalex.org/I193619901","https://openalex.org/I200284239","https://openalex.org/I4210111807"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":0.8547,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74732947,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"53","issue":"9","first_page":"9799","last_page":"9822"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10317","display_name":"Advanced Database Systems and Queries","score":0.9979000091552734,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9979000091552734,"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/T11303","display_name":"Bayesian Modeling and Causal Inference","score":0.9943000078201294,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9907000064849854,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8696441054344177},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.7257297039031982},{"id":"https://openalex.org/keywords/sql","display_name":"SQL","score":0.6465964317321777},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.639403223991394},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5355377793312073},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4879898428916931},{"id":"https://openalex.org/keywords/rewriting","display_name":"Rewriting","score":0.4574843943119049},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.173850417137146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8696441054344177},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.7257297039031982},{"id":"https://openalex.org/C510870499","wikidata":"https://www.wikidata.org/wiki/Q47607","display_name":"SQL","level":2,"score":0.6465964317321777},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.639403223991394},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5355377793312073},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4879898428916931},{"id":"https://openalex.org/C154690210","wikidata":"https://www.wikidata.org/wiki/Q1668499","display_name":"Rewriting","level":2,"score":0.4574843943119049},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.173850417137146}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10489-022-03979-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-022-03979-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-022-03979-2.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},{"id":"pmh:oai:minerva.usc.es:10347/29162","is_oa":true,"landing_page_url":"http://hdl.handle.net/10347/29162","pdf_url":null,"source":{"id":"https://openalex.org/S4306400376","display_name":"Repositorio institucional da Universidade de Santiago de Compostela (University of Santiago de Compostela)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I200284239","host_organization_name":"Universidade de Santiago de Compostela","host_organization_lineage":["https://openalex.org/I200284239"],"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":"","raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1007/s10489-022-03979-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10489-022-03979-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10489-022-03979-2.pdf","source":{"id":"https://openalex.org/S74726891","display_name":"Applied Intelligence","issn_l":"0924-669X","issn":["0924-669X","1573-7497"],"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Applied Intelligence","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8101294970","display_name":null,"funder_award_id":"01 IS 18047","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"}],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"},{"id":"https://openalex.org/F4320328802","display_name":"Universidade de Santiago de Compostela","ror":"https://ror.org/030eybx10"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4291155341.pdf","grobid_xml":"https://content.openalex.org/works/W4291155341.grobid-xml"},"referenced_works_count":59,"referenced_works":["https://openalex.org/W31634058","https://openalex.org/W142258998","https://openalex.org/W1490347130","https://openalex.org/W1536741282","https://openalex.org/W1614862348","https://openalex.org/W1977142133","https://openalex.org/W1977970897","https://openalex.org/W1992191167","https://openalex.org/W2032443667","https://openalex.org/W2032775418","https://openalex.org/W2044849727","https://openalex.org/W2054811895","https://openalex.org/W2057536936","https://openalex.org/W2057981904","https://openalex.org/W2064366207","https://openalex.org/W2067898434","https://openalex.org/W2074702228","https://openalex.org/W2081210343","https://openalex.org/W2083036673","https://openalex.org/W2090850279","https://openalex.org/W2091125641","https://openalex.org/W2097145339","https://openalex.org/W2102458936","https://openalex.org/W2116832440","https://openalex.org/W2135209143","https://openalex.org/W2138542364","https://openalex.org/W2142996534","https://openalex.org/W2146635036","https://openalex.org/W2157219191","https://openalex.org/W2216541755","https://openalex.org/W2247380138","https://openalex.org/W2284514301","https://openalex.org/W2292590056","https://openalex.org/W2338271170","https://openalex.org/W2342249984","https://openalex.org/W2466378217","https://openalex.org/W2521757593","https://openalex.org/W2547190417","https://openalex.org/W2563724055","https://openalex.org/W2574839832","https://openalex.org/W2588570836","https://openalex.org/W2592765733","https://openalex.org/W2604519798","https://openalex.org/W2615788603","https://openalex.org/W2622606610","https://openalex.org/W2798659310","https://openalex.org/W2807483599","https://openalex.org/W2888965704","https://openalex.org/W2889897289","https://openalex.org/W2908060378","https://openalex.org/W2918033599","https://openalex.org/W2948405945","https://openalex.org/W3005057573","https://openalex.org/W3029713723","https://openalex.org/W3099560537","https://openalex.org/W3133716656","https://openalex.org/W3134529714","https://openalex.org/W4241657246","https://openalex.org/W4288365054"],"related_works":["https://openalex.org/W2120204135","https://openalex.org/W1796293478","https://openalex.org/W174435416","https://openalex.org/W2168276503","https://openalex.org/W2139396251","https://openalex.org/W1577544887","https://openalex.org/W1573537275","https://openalex.org/W2105713543","https://openalex.org/W4205908955","https://openalex.org/W4320802139"],"abstract_inverted_index":{"Abstract":[0],"This":[1],"paper":[2,59],"provides":[3],"an":[4],"in-depth":[5],"survey":[6],"on":[7],"the":[8,58,61,95],"integration":[9],"of":[10,29,39,48,52,94,121,139,145,163],"machine":[11,36,68,84,98,146,168],"learning":[12,17,37,69,85,99,147,169],"and":[13,76,124,179],"array":[14,116,122,126,156,164],"databases.":[15,117],"First,machine":[16],"support":[18],"in":[19,33,66,92,103,151,177],"modern":[20],"database":[21,41,62,127,133,157],"management":[22,158],"systems":[23],"is":[24,129,171],"introduced.":[25],"From":[26],"straightforward":[27],"implementations":[28,176],"linear":[30,89,108],"algebra":[31,90,109],"operations":[32,110],"SQL":[34],"to":[35,44,80,105],"capabilities":[38,166],"specialized":[40],"managers":[42,128],"designed":[43],"process":[45],"specific":[46],"types":[47],"data,":[49],"a":[50],"number":[51],"different":[53],"approaches":[54],"are":[55,101,149],"overviewed.":[56],"Then,":[57],"covers":[60],"features":[63,134],"already":[64],"implemented":[65,114],"current":[67,161],"systems.":[70],"Features":[71],"such":[72],"as":[73],"rewriting,":[74],"compression,":[75],"caching":[77],"allow":[78],"users":[79],"implement":[81],"more":[82],"efficient":[83,143],"applications.":[86],"The":[87],"underlying":[88],"computations":[91],"some":[93],"most":[96],"used":[97],"algorithms":[100,148],"studied":[102],"order":[104],"determine":[106],"which":[107],"should":[111],"be":[112],"efficiently":[113],"by":[115],"An":[118],"exhaustive":[119],"overview":[120],"data":[123],"relevant":[125,155],"also":[130],"provided.":[131],"Those":[132],"that":[135],"have":[136],"been":[137],"proven":[138],"special":[140],"importance":[141],"for":[142,153,167],"execution":[144],"analyzed":[150],"detail":[152],"each":[154],"system.":[159],"Finally,":[160],"state":[162],"databases":[165],"implementation":[170],"shown":[172],"through":[173],"two":[174],"example":[175],"Rasdaman":[178],"SciDB.":[180]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2022-08-13T00:00:00"}
