{"id":"https://openalex.org/W2101130669","doi":"https://doi.org/10.1007/11560500_23","title":"Parallel Tuning of Support Vector Machine Learning Parameters for Large and Unbalanced Data Sets","display_name":"Parallel Tuning of Support Vector Machine Learning Parameters for Large and Unbalanced Data Sets","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2101130669","doi":"https://doi.org/10.1007/11560500_23","mag":"2101130669"},"language":"en","primary_location":{"id":"doi:10.1007/11560500_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11560500_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5089142061","display_name":"Tatjana Eitrich","orcid":null},"institutions":[{"id":"https://openalex.org/I4210113364","display_name":"John von Neumann Institute for Computing","ror":"https://ror.org/02zmk8084","country_code":"DE","type":"facility","lineage":["https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I1305996414","https://openalex.org/I169556180","https://openalex.org/I171892758","https://openalex.org/I2801876189","https://openalex.org/I4210113364"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tatjana Eitrich","raw_affiliation_strings":["John von Neumann Institute for Computing, Central Institute for Applied Mathematics, Research Centre Juelich, Germany","John von Neumann Institute for Computing, Central Institute for Applied Mathematics, Research Centre Juelich, Germany#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"John von Neumann Institute for Computing, Central Institute for Applied Mathematics, Research Centre Juelich, Germany","institution_ids":["https://openalex.org/I4210113364"]},{"raw_affiliation_string":"John von Neumann Institute for Computing, Central Institute for Applied Mathematics, Research Centre Juelich, Germany#TAB#","institution_ids":["https://openalex.org/I4210113364"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070913387","display_name":"Bruno Lang","orcid":"https://orcid.org/0000-0001-9197-4836"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bruno Lang","raw_affiliation_strings":["Applied Computer Science and Scientific Computing Group, Department of Mathematics, University of Wuppertal, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Applied Computer Science and Scientific Computing Group, Department of Mathematics, University of Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"253","last_page":"264"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973999857902527,"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"}},"topics":[{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9973999857902527,"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"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9958000183105469,"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/T11447","display_name":"Blind Source Separation Techniques","score":0.9911999702453613,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8497961759567261},{"id":"https://openalex.org/keywords/ibm","display_name":"IBM","score":0.695214569568634},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.6847593784332275},{"id":"https://openalex.org/keywords/measure","display_name":"Measure (data warehouse)","score":0.6386191844940186},{"id":"https://openalex.org/keywords/asynchronous-communication","display_name":"Asynchronous communication","score":0.6058824062347412},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5802707672119141},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5257797241210938},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.458703875541687},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4450918734073639},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.44043049216270447},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3467406630516052}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8497961759567261},{"id":"https://openalex.org/C70388272","wikidata":"https://www.wikidata.org/wiki/Q5968558","display_name":"IBM","level":2,"score":0.695214569568634},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.6847593784332275},{"id":"https://openalex.org/C2780009758","wikidata":"https://www.wikidata.org/wiki/Q6804172","display_name":"Measure (data warehouse)","level":2,"score":0.6386191844940186},{"id":"https://openalex.org/C151319957","wikidata":"https://www.wikidata.org/wiki/Q752739","display_name":"Asynchronous communication","level":2,"score":0.6058824062347412},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5802707672119141},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5257797241210938},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.458703875541687},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4450918734073639},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.44043049216270447},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3467406630516052},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/11560500_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11560500_23","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:juser.fz-juelich.de:48225","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/record/48225","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Workshop on Distributed Data Mining in Life Science","raw_type":"info:eu-repo/semantics/conferenceObject"},{"id":"pmh:oai:juser.fz-juelich.de:48230","is_oa":false,"landing_page_url":"http://juser.fz-juelich.de/record/48230","pdf_url":null,"source":{"id":"https://openalex.org/S4306401090","display_name":"JuSER (Forschungszentrum J\u00fclich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I171892758","host_organization_name":"Forschungszentrum J\u00fclich","host_organization_lineage":["https://openalex.org/I171892758"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computational Life Science : First International Symposium, CompLife 2005, Konstanz, Germany, September 25-27, 2005 ; proceedings. - (Lecture Notes in Computer Science ; 3695). - 3-540-29104-0. - S. 253 - 264","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1512098439","https://openalex.org/W1543810117","https://openalex.org/W1548351666","https://openalex.org/W1563088657","https://openalex.org/W1604938182","https://openalex.org/W1932963602","https://openalex.org/W1984730635","https://openalex.org/W1993448217","https://openalex.org/W2031127394","https://openalex.org/W2061211758","https://openalex.org/W2067641876","https://openalex.org/W2084812512","https://openalex.org/W2107739916","https://openalex.org/W2125126592","https://openalex.org/W2148603752","https://openalex.org/W2153635508","https://openalex.org/W2156909104","https://openalex.org/W2161713006","https://openalex.org/W3023786531"],"related_works":["https://openalex.org/W3126131865","https://openalex.org/W2044344400","https://openalex.org/W4253186488","https://openalex.org/W1996938127","https://openalex.org/W2083611981","https://openalex.org/W2043380045","https://openalex.org/W4231814374","https://openalex.org/W2099557065","https://openalex.org/W2484410460","https://openalex.org/W2250278543"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}