{"id":"https://openalex.org/W2083347156","doi":"https://doi.org/10.1145/1966874.1966875","title":"Regression on evolving multi-relational data streams","display_name":"Regression on evolving multi-relational data streams","publication_year":2011,"publication_date":"2011-03-25","ids":{"openalex":"https://openalex.org/W2083347156","doi":"https://doi.org/10.1145/1966874.1966875","mag":"2083347156"},"language":"en","primary_location":{"id":"doi:10.1145/1966874.1966875","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1966874.1966875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 Joint EDBT/ICDT Ph.D. Workshop","raw_type":"proceedings-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/A5044993488","display_name":"Elena Ikonomovska","orcid":null},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Elena Ikonomovska","raw_affiliation_strings":["Institute Jo\u017eef Stefan, Jamova cesta, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Institute Jo\u017eef Stefan, Jamova cesta, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5064609702","display_name":"Sa\u0161o D\u017eeroski","orcid":"https://orcid.org/0000-0003-2363-712X"},"institutions":[{"id":"https://openalex.org/I3006985408","display_name":"Jo\u017eef Stefan Institute","ror":"https://ror.org/05060sz93","country_code":"SI","type":"facility","lineage":["https://openalex.org/I3006985408"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Sa\u0161o D\u017eeroski","raw_affiliation_strings":["Institute Jo\u017eef Stefan, Jamova cesta, Ljubljana, Slovenia"],"affiliations":[{"raw_affiliation_string":"Institute Jo\u017eef Stefan, Jamova cesta, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I3006985408"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5044993488"],"corresponding_institution_ids":["https://openalex.org/I3006985408"],"apc_list":null,"apc_paid":null,"fwci":0.4402,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73580108,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9998000264167786,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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/T10317","display_name":"Advanced Database Systems and Queries","score":0.9914000034332275,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.9405378103256226},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8451337218284607},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.8391053676605225},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5431389808654785},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5188787579536438},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.4492008090019226},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.36543989181518555},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3606570363044739},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.15917807817459106}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.9405378103256226},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8451337218284607},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.8391053676605225},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5431389808654785},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5188787579536438},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.4492008090019226},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.36543989181518555},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3606570363044739},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.15917807817459106},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1145/1966874.1966875","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1966874.1966875","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2011 Joint EDBT/ICDT Ph.D. Workshop","raw_type":"proceedings-article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.428.7853","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.428.7853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.edbt.org/Proceedings/2011-Uppsala/papers/workshops/phd_workshop/a1-ikonomovska.pdf","raw_type":"text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W1501498539","https://openalex.org/W1505332858","https://openalex.org/W1549710828","https://openalex.org/W1556030175","https://openalex.org/W1628908379","https://openalex.org/W1640646391","https://openalex.org/W1698550797","https://openalex.org/W1995328140","https://openalex.org/W1996925364","https://openalex.org/W1999968379","https://openalex.org/W2010657328","https://openalex.org/W2013092187","https://openalex.org/W2013702744","https://openalex.org/W2017616492","https://openalex.org/W2020584928","https://openalex.org/W2033072307","https://openalex.org/W2080234606","https://openalex.org/W2099302642","https://openalex.org/W2100913274","https://openalex.org/W2106163100","https://openalex.org/W2121654526","https://openalex.org/W2134786002","https://openalex.org/W2148706674","https://openalex.org/W2151207331","https://openalex.org/W2154441654","https://openalex.org/W2162188273","https://openalex.org/W2163032501","https://openalex.org/W3107487884"],"related_works":["https://openalex.org/W2319935728","https://openalex.org/W2359425399","https://openalex.org/W2069446265","https://openalex.org/W1579524345","https://openalex.org/W2039848804","https://openalex.org/W2350940880","https://openalex.org/W1582424504","https://openalex.org/W1972866788","https://openalex.org/W2086997861","https://openalex.org/W2521606767"],"abstract_inverted_index":{"In":[0],"the":[1,7,21,30,64,90,110,114],"last":[2],"decade,":[3],"researchers":[4],"have":[5,57],"recognized":[6],"need":[8],"of":[9,16,43,76,89,109,127],"an":[10],"increased":[11],"attention":[12],"to":[13],"a":[14,47,73,102],"type":[15],"knowledge":[17],"discovery":[18],"applications":[19],"where":[20,118],"data":[22,55,65,83,97,105,119],"analyzed":[23],"is":[24,92],"not":[25],"finite,":[26],"but":[27],"streams":[28,36,56,84,98,126],"into":[29],"system":[31],"continuously":[32],"and":[33,51,60,68,80,129],"endlessly.":[34],"Data":[35],"are":[37],"ubiquitous,":[38],"entering":[39],"almost":[40],"every":[41],"area":[42],"modern":[44],"life.":[45],"As":[46],"result,":[48],"processing,":[49],"managing":[50],"learning":[52,70,81],"from":[53,82,132],"multiple":[54,133],"become":[58],"important":[59],"challenging":[61],"tasks":[62],"for":[63,78],"mining,":[66],"database":[67],"machine":[69],"communities.":[71],"Although":[72],"substantial":[74],"body":[75],"algorithms":[77],"processing":[79],"has":[85],"been":[86],"developed,":[87],"most":[88,115],"work":[91],"focused":[93],"on":[94],"one-dimensional":[95],"numerical":[96],"(time":[99],"series)":[100],"or":[101],"single":[103],"multi-dimensional":[104],"stream.":[106],"Only":[107],"few":[108],"existing":[111],"solutions":[112],"consider":[113],"realistic":[116],"scenario":[117],"can":[120,130],"be":[121],"incomplete,":[122],"correlated":[123],"with":[124],"other":[125],"information":[128],"arrive":[131],"heterogeneous":[134],"sources.":[135]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2016,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}