{"id":"https://openalex.org/W80063147","doi":"https://doi.org/10.1007/11494683_34","title":"Using Domain Knowledge in the Random Subspace Method: Application to the Classification of Biomedical Spectra","display_name":"Using Domain Knowledge in the Random Subspace Method: Application to the Classification of Biomedical Spectra","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W80063147","doi":"https://doi.org/10.1007/11494683_34","mag":"80063147"},"language":"en","primary_location":{"id":"doi:10.1007/11494683_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11494683_34","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":"book-chapter","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/A5074462107","display_name":"Erinija Pranckevi\u010dien\u0117","orcid":"https://orcid.org/0000-0003-1365-3564"},"institutions":[{"id":"https://openalex.org/I4210145699","display_name":"National Research Council Institute for Biodiagnostics","ror":"https://ror.org/043b26x63","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I172574986","display_name":"Kaunas University of Technology","ror":"https://ror.org/01me6gb93","country_code":"LT","type":"education","lineage":["https://openalex.org/I172574986"]}],"countries":["CA","LT"],"is_corresponding":true,"raw_author_name":"Erinija Pranckeviciene","raw_affiliation_strings":["Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada","Kaunas University of Technology, Studentu 50, Kaunas, Lithuania"],"affiliations":[{"raw_affiliation_string":"Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada","institution_ids":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]},{"raw_affiliation_string":"Kaunas University of Technology, Studentu 50, Kaunas, Lithuania","institution_ids":["https://openalex.org/I172574986"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022421173","display_name":"Richard Baumgartner","orcid":"https://orcid.org/0000-0003-3330-8477"},"institutions":[{"id":"https://openalex.org/I4210145699","display_name":"National Research Council Institute for Biodiagnostics","ror":"https://ror.org/043b26x63","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Richard Baumgartner","raw_affiliation_strings":["Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada"],"affiliations":[{"raw_affiliation_string":"Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada","institution_ids":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110866132","display_name":"Ray Somorjai","orcid":null},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]},{"id":"https://openalex.org/I4210145699","display_name":"National Research Council Institute for Biodiagnostics","ror":"https://ror.org/043b26x63","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Ray Somorjai","raw_affiliation_strings":["Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada"],"affiliations":[{"raw_affiliation_string":"Institute for Biodiagnostics, National Research Council Canada, 435 Ellice Avenue, Winnipeg, Canada","institution_ids":["https://openalex.org/I4210145699","https://openalex.org/I4210159778"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5074462107"],"corresponding_institution_ids":["https://openalex.org/I172574986","https://openalex.org/I4210145699","https://openalex.org/I4210159778"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.0556,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.79090233,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"336","last_page":"345"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9789000153541565,"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/T12874","display_name":"Digital Imaging for Blood Diseases","score":0.9733999967575073,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.7490402460098267},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4574621617794037},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.41153737902641296},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3785356283187866},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.3718360364437103},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35355091094970703},{"id":"https://openalex.org/keywords/mathematical-analysis","display_name":"Mathematical analysis","score":0.06961819529533386}],"concepts":[{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.7490402460098267},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4574621617794037},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.41153737902641296},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3785356283187866},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.3718360364437103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35355091094970703},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.06961819529533386}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/11494683_34","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11494683_34","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:cisti-icist.nrc-cnrc.ca:cistinparc:9147903","is_oa":false,"landing_page_url":"https://nrc-publications.canada.ca/fra/voir/objet/?id=9143a01f-edcf-41f1-b6ae-44acfccf8b99","pdf_url":null,"source":{"id":"https://openalex.org/S7407055245","display_name":"NPARC","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":null,"raw_type":"book chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1489332547","https://openalex.org/W1489381599","https://openalex.org/W1510073064","https://openalex.org/W1536571263","https://openalex.org/W1567061230","https://openalex.org/W1770825568","https://openalex.org/W1974441948","https://openalex.org/W1999589609","https://openalex.org/W2007846511","https://openalex.org/W2040555863","https://openalex.org/W2074048993","https://openalex.org/W2107956883","https://openalex.org/W2113242816","https://openalex.org/W2128954654","https://openalex.org/W2135346934","https://openalex.org/W2138583748","https://openalex.org/W2157124852","https://openalex.org/W2171621990"],"related_works":["https://openalex.org/W1979597421","https://openalex.org/W1980381208","https://openalex.org/W2007980826","https://openalex.org/W4245490552","https://openalex.org/W2061531152","https://openalex.org/W3002753104","https://openalex.org/W2077600819","https://openalex.org/W2142036596","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":null,"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2013,"cited_by_count":2},{"year":2012,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}