{"id":"https://openalex.org/W1982648679","doi":"https://doi.org/10.1007/s13748-011-0004-4","title":"Scaling up data mining algorithms: review and taxonomy","display_name":"Scaling up data mining algorithms: review and taxonomy","publication_year":2012,"publication_date":"2012-01-13","ids":{"openalex":"https://openalex.org/W1982648679","doi":"https://doi.org/10.1007/s13748-011-0004-4","mag":"1982648679"},"language":"en","primary_location":{"id":"doi:10.1007/s13748-011-0004-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-011-0004-4","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in 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/A5011401194","display_name":"Nicol\u00e1s Garc\u00eda\u2010Pedrajas","orcid":"https://orcid.org/0000-0002-4488-6849"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"Nicol\u00e1s Garc\u00eda-Pedrajas","raw_affiliation_strings":["Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","Univ. of C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Univ. of C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5009177503","display_name":"Aida de Haro-Garc\u00eda","orcid":"https://orcid.org/0000-0003-0194-8082"},"institutions":[{"id":"https://openalex.org/I53110688","display_name":"University of C\u00f3rdoba","ror":"https://ror.org/05yc77b46","country_code":"ES","type":"education","lineage":["https://openalex.org/I53110688"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"Aida de Haro-Garc\u00eda","raw_affiliation_strings":["Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","Univ. of C\u00f3rdoba"],"affiliations":[{"raw_affiliation_string":"Computational Intelligence and Bioinformatics Research Group, University of C\u00f3rdoba, C\u00f3rdoba, Spain","institution_ids":["https://openalex.org/I53110688"]},{"raw_affiliation_string":"Univ. of C\u00f3rdoba","institution_ids":["https://openalex.org/I53110688"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5011401194"],"corresponding_institution_ids":["https://openalex.org/I53110688"],"apc_list":{"value":2190,"currency":"EUR","value_usd":2780},"apc_paid":null,"fwci":7.5773,"has_fulltext":false,"cited_by_count":34,"citation_normalized_percentile":{"value":0.97072342,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"1","issue":"1","first_page":"71","last_page":"87"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.9991999864578247,"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":0.9991999864578247,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9965999722480774,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8309898972511292},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6800877451896667},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6422269344329834},{"id":"https://openalex.org/keywords/implementation","display_name":"Implementation","score":0.5340219140052795},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.5303160548210144},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.522862434387207},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5105735063552856},{"id":"https://openalex.org/keywords/knowledge-extraction","display_name":"Knowledge extraction","score":0.4532434344291687},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.4399179220199585},{"id":"https://openalex.org/keywords/scaling","display_name":"Scaling","score":0.42260539531707764},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.41338834166526794},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.38457080721855164},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.37891706824302673},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.1209479570388794},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.086151123046875}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8309898972511292},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6800877451896667},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6422269344329834},{"id":"https://openalex.org/C26713055","wikidata":"https://www.wikidata.org/wiki/Q245962","display_name":"Implementation","level":2,"score":0.5340219140052795},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.5303160548210144},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.522862434387207},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5105735063552856},{"id":"https://openalex.org/C120567893","wikidata":"https://www.wikidata.org/wiki/Q1582085","display_name":"Knowledge extraction","level":2,"score":0.4532434344291687},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.4399179220199585},{"id":"https://openalex.org/C99844830","wikidata":"https://www.wikidata.org/wiki/Q102441924","display_name":"Scaling","level":2,"score":0.42260539531707764},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.41338834166526794},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.38457080721855164},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.37891706824302673},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.1209479570388794},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.086151123046875},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s13748-011-0004-4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s13748-011-0004-4","pdf_url":null,"source":{"id":"https://openalex.org/S2480581173","display_name":"Progress in Artificial Intelligence","issn_l":"2192-6352","issn":["2192-6352","2192-6360"],"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":"Progress in Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320324278","display_name":"Comisi\u00f3n Interministerial de Ciencia y Tecnolog\u00eda","ror":"https://ror.org/034900433"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":137,"referenced_works":["https://openalex.org/W23500078","https://openalex.org/W40676382","https://openalex.org/W119623573","https://openalex.org/W145287837","https://openalex.org/W146100937","https://openalex.org/W150939725","https://openalex.org/W199449237","https://openalex.org/W251628717","https://openalex.org/W292737183","https://openalex.org/W397302037","https://openalex.org/W1479733809","https://openalex.org/W1487232967","https://openalex.org/W1501345707","https://openalex.org/W1528032511","https://openalex.org/W1534075338","https://openalex.org/W1539254382","https://openalex.org/W1541691514","https://openalex.org/W1546017104","https://openalex.org/W1555576437","https://openalex.org/W1558159560","https://openalex.org/W1572615921","https://openalex.org/W1573122063","https://openalex.org/W1574675314","https://openalex.org/W1588100052","https://openalex.org/W1601142477","https://openalex.org/W1608493184","https://openalex.org/W1628268552","https://openalex.org/W1651093245","https://openalex.org/W1656335132","https://openalex.org/W1762560635","https://openalex.org/W1785976465","https://openalex.org/W1800271513","https://openalex.org/W1805994660","https://openalex.org/W1918179283","https://openalex.org/W1967368946","https://openalex.org/W1973310094","https://openalex.org/W1974771415","https://openalex.org/W1975791498","https://openalex.org/W1975827585","https://openalex.org/W1975846642","https://openalex.org/W1980273653","https://openalex.org/W1981167332","https://openalex.org/W1981813580","https://openalex.org/W1985157189","https://openalex.org/W1989617935","https://openalex.org/W1997073273","https://openalex.org/W2001110883","https://openalex.org/W2003240725","https://openalex.org/W2009216688","https://openalex.org/W2012667106","https://openalex.org/W2028583484","https://openalex.org/W2033709196","https://openalex.org/W2034194069","https://openalex.org/W2035774390","https://openalex.org/W2037032215","https://openalex.org/W2038395276","https://openalex.org/W2040775130","https://openalex.org/W2046595011","https://openalex.org/W2048583876","https://openalex.org/W2049631158","https://openalex.org/W2050509889","https://openalex.org/W2056321685","https://openalex.org/W2066124178","https://openalex.org/W2067358097","https://openalex.org/W2073849130","https://openalex.org/W2075428710","https://openalex.org/W2080143744","https://openalex.org/W2087446455","https://openalex.org/W2088121750","https://openalex.org/W2089624555","https://openalex.org/W2095390342","https://openalex.org/W2096984027","https://openalex.org/W2099262739","https://openalex.org/W2100188668","https://openalex.org/W2100211715","https://openalex.org/W2103012681","https://openalex.org/W2103138948","https://openalex.org/W2103385178","https://openalex.org/W2103512074","https://openalex.org/W2105482139","https://openalex.org/W2106292136","https://openalex.org/W2106390255","https://openalex.org/W2107719129","https://openalex.org/W2110179049","https://openalex.org/W2110209868","https://openalex.org/W2111525779","https://openalex.org/W2112617148","https://openalex.org/W2114281975","https://openalex.org/W2117990954","https://openalex.org/W2118840131","https://openalex.org/W2119073761","https://openalex.org/W2119451782","https://openalex.org/W2120636855","https://openalex.org/W2121429049","https://openalex.org/W2122300212","https://openalex.org/W2122301569","https://openalex.org/W2124281443","https://openalex.org/W2124290836","https://openalex.org/W2125126592","https://openalex.org/W2127199780","https://openalex.org/W2127448764","https://openalex.org/W2128209899","https://openalex.org/W2129272928","https://openalex.org/W2130306834","https://openalex.org/W2130479394","https://openalex.org/W2132849374","https://openalex.org/W2134954564","https://openalex.org/W2138385386","https://openalex.org/W2140111199","https://openalex.org/W2143347324","https://openalex.org/W2144655069","https://openalex.org/W2145473492","https://openalex.org/W2146323901","https://openalex.org/W2146340037","https://openalex.org/W2148143831","https://openalex.org/W2148497813","https://openalex.org/W2152255870","https://openalex.org/W2152761983","https://openalex.org/W2154789382","https://openalex.org/W2157355837","https://openalex.org/W2158334534","https://openalex.org/W2159254723","https://openalex.org/W2161960932","https://openalex.org/W2162813238","https://openalex.org/W2164866963","https://openalex.org/W2166106466","https://openalex.org/W2167968495","https://openalex.org/W2169354676","https://openalex.org/W2187917729","https://openalex.org/W2400710572","https://openalex.org/W2752853835","https://openalex.org/W2913100589","https://openalex.org/W3098708380","https://openalex.org/W3164128019","https://openalex.org/W4238472918","https://openalex.org/W4243958329","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W4247566972","https://openalex.org/W2960264696","https://openalex.org/W3090563135","https://openalex.org/W2120447654","https://openalex.org/W2977179488","https://openalex.org/W2497432351","https://openalex.org/W4206777497","https://openalex.org/W2908411463","https://openalex.org/W2700330155","https://openalex.org/W4319315615"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":3},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":2},{"year":2012,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
