{"id":"https://openalex.org/W1532893947","doi":"https://doi.org/10.1007/978-3-540-39917-9_13","title":"A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting","display_name":"A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting","publication_year":2003,"publication_date":"2003-01-01","ids":{"openalex":"https://openalex.org/W1532893947","doi":"https://doi.org/10.1007/978-3-540-39917-9_13","mag":"1532893947"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-540-39917-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-39917-9_13","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":"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":null,"display_name":"Susanne Hoche","orcid":null},"institutions":[{"id":"https://openalex.org/I135140700","display_name":"University of Bonn","ror":"https://ror.org/041nas322","country_code":"DE","type":"education","lineage":["https://openalex.org/I135140700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Susanne Hoche","raw_affiliation_strings":["Informatik III, University of Bonn, R\u00f6merstr. 164, 53117, Bonn, Germany","University of Bonn"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Informatik III, University of Bonn, R\u00f6merstr. 164, 53117, Bonn, Germany","institution_ids":["https://openalex.org/I135140700"]},{"raw_affiliation_string":"University of Bonn","institution_ids":["https://openalex.org/I135140700"]}]},{"author_position":"last","author":{"id":null,"display_name":"Stefan Wrobel","orcid":null},"institutions":[{"id":"https://openalex.org/I4210144576","display_name":"Fraunhofer Institute for Intelligent Analysis and Information Systems","ror":"https://ror.org/04nc32781","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210144576","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Stefan Wrobel","raw_affiliation_strings":["Fraunhofer AiS, Schlo\u00df Birlinghoven, 53754, Sankt Augustin, Germany","Fraunhofer AiS"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofer AiS, Schlo\u00df Birlinghoven, 53754, Sankt Augustin, Germany","institution_ids":["https://openalex.org/I4210144576"]},{"raw_affiliation_string":"Fraunhofer AiS","institution_ids":[]}]}],"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":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11691729,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"180","last_page":"196"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9901000261306763,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9901000261306763,"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/T10320","display_name":"Neural Networks and Applications","score":0.9758999943733215,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9742000102996826,"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/boosting","display_name":"Boosting (machine learning)","score":0.8678164482116699},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7087664604187012},{"id":"https://openalex.org/keywords/a-priori-and-a-posteriori","display_name":"A priori and a posteriori","score":0.693316638469696},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.6382191777229309},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6358665823936462},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6276454329490662},{"id":"https://openalex.org/keywords/generalization-error","display_name":"Generalization error","score":0.5594799518585205},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5346887111663818},{"id":"https://openalex.org/keywords/generalization","display_name":"Generalization","score":0.48250627517700195},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44910499453544617},{"id":"https://openalex.org/keywords/simple","display_name":"Simple (philosophy)","score":0.4323582649230957},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.14645379781723022},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12983417510986328}],"concepts":[{"id":"https://openalex.org/C46686674","wikidata":"https://www.wikidata.org/wiki/Q466303","display_name":"Boosting (machine learning)","level":2,"score":0.8678164482116699},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087664604187012},{"id":"https://openalex.org/C75553542","wikidata":"https://www.wikidata.org/wiki/Q178161","display_name":"A priori and a posteriori","level":2,"score":0.693316638469696},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.6382191777229309},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6358665823936462},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6276454329490662},{"id":"https://openalex.org/C117765406","wikidata":"https://www.wikidata.org/wiki/Q5362437","display_name":"Generalization error","level":3,"score":0.5594799518585205},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5346887111663818},{"id":"https://openalex.org/C177148314","wikidata":"https://www.wikidata.org/wiki/Q170084","display_name":"Generalization","level":2,"score":0.48250627517700195},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44910499453544617},{"id":"https://openalex.org/C2780586882","wikidata":"https://www.wikidata.org/wiki/Q7520643","display_name":"Simple (philosophy)","level":2,"score":0.4323582649230957},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.14645379781723022},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12983417510986328},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":10,"locations":[{"id":"doi:10.1007/978-3-540-39917-9_13","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-540-39917-9_13","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:CiteSeerX.psu:10.1.1.3.3097","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.3.3097","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://kd.cs.uni-magdeburg.de/~hoche/hoche_wrobel_FGML03_crv.ps","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.60.2711","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.60.2711","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cs.bris.ac.uk/Publications/Papers/2000291.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.9.6986","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.9.6986","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://km.aifb.uni-karlsruhe.de/ws/LLWA/fgml/final/hoche_wrobel_FGML03_crv.pdf","raw_type":"text"},{"id":"pmh:oai:fraunhofer.de:2004958067","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/2004958067.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer AIS","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/343910","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/343910","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:research-information.bris.ac.uk:openaire_cris_publications/80e4be97-afad-4351-b4e6-03f0e971220b","is_oa":false,"landing_page_url":"https://research-information.bris.ac.uk/en/publications/80e4be97-afad-4351-b4e6-03f0e971220b","pdf_url":null,"source":{"id":"https://openalex.org/S4306400895","display_name":"Bristol Research (University of Bristol)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I36234482","host_organization_name":"University of Bristol","host_organization_lineage":["https://openalex.org/I36234482"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoche, S & Wrobel, S 2003, A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. in Unknown. Springer, pp. 180 - 196. < http://www.cs.bris.ac.uk/Publications/pub_info.jsp?id=2000291 >","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:research-information.bris.ac.uk:publications/80e4be97-afad-4351-b4e6-03f0e971220b","is_oa":false,"landing_page_url":"http://www.cs.bris.ac.uk/Publications/pub_info.jsp?id=2000291","pdf_url":null,"source":{"id":"https://openalex.org/S7407055359","display_name":"Explore Bristol Research","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Hoche, S & Wrobel, S 2003, A Comparative Evaluation of Feature Set Evolution Strategies for Multirelational Boosting. in Unknown. Springer, pp. 180 - 196. < http://www.cs.bris.ac.uk/Publications/pub_info.jsp?id=2000291 >","raw_type":"contributionToPeriodical"},{"id":"pmh:oai:ueaeprints.uea.ac.uk:21934","is_oa":false,"landing_page_url":"https://ueaeprints.uea.ac.uk/id/eprint/21934/","pdf_url":null,"source":{"id":"https://openalex.org/S4306400384","display_name":"UEA Digital Repository (University of East Anglia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1118541","host_organization_name":"University of East Anglia","host_organization_lineage":["https://openalex.org/I1118541"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"mag:1532893947","is_oa":false,"landing_page_url":"http://research-information.bristol.ac.uk/en/publications/a-comparative-evaluation-of-feature-set-evolution-strategies-for-multirelational-boosting(80e4be97-afad-4351-b4e6-03f0e971220b)/export.html","pdf_url":null,"source":{"id":"https://openalex.org/S2764986464","display_name":"Springer US","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"Springer US","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4","score":0.8100000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1525410796","https://openalex.org/W1583533946","https://openalex.org/W1592524235","https://openalex.org/W1975846642","https://openalex.org/W1995875735","https://openalex.org/W1996824494","https://openalex.org/W2051589410","https://openalex.org/W2069116068","https://openalex.org/W2100805904","https://openalex.org/W2109726025","https://openalex.org/W2247477460","https://openalex.org/W4240190185","https://openalex.org/W6648725293"],"related_works":["https://openalex.org/W2792362609","https://openalex.org/W2076428881","https://openalex.org/W3150202500","https://openalex.org/W3011438077","https://openalex.org/W190437827","https://openalex.org/W3117921602","https://openalex.org/W2101342494","https://openalex.org/W3080633080","https://openalex.org/W2316290550","https://openalex.org/W3006686985","https://openalex.org/W174619765","https://openalex.org/W3092675191","https://openalex.org/W2792049873","https://openalex.org/W2478321994","https://openalex.org/W2752946155","https://openalex.org/W1836715957","https://openalex.org/W3169019172","https://openalex.org/W2045519853","https://openalex.org/W2946138433","https://openalex.org/W2806127525"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
