{"id":"https://openalex.org/W3216432087","doi":"https://doi.org/10.1007/s10044-021-01029-0","title":"Grafted and vanishing random subspaces","display_name":"Grafted and vanishing random subspaces","publication_year":2021,"publication_date":"2021-11-25","ids":{"openalex":"https://openalex.org/W3216432087","doi":"https://doi.org/10.1007/s10044-021-01029-0","mag":"3216432087","pmid":"https://pubmed.ncbi.nlm.nih.gov/35370452"},"language":"en","primary_location":{"id":"doi:10.1007/s10044-021-01029-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-021-01029-0","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8975250","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062175291","display_name":"Matthew Corsetti","orcid":"https://orcid.org/0000-0001-5072-518X"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Matthew A. Corsetti","raw_affiliation_strings":["Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14627, United States","Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, 14627, USA"],"raw_orcid":"https://orcid.org/0000-0001-5072-518X","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14627, United States","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, 14627, USA","institution_ids":["https://openalex.org/I5388228"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016357883","display_name":"Tanzy Love","orcid":"https://orcid.org/0000-0002-7154-0229"},"institutions":[{"id":"https://openalex.org/I5388228","display_name":"University of Rochester","ror":"https://ror.org/022kthw22","country_code":"US","type":"education","lineage":["https://openalex.org/I5388228"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tanzy M. Love","raw_affiliation_strings":["Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14627, United States","Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, 14627, USA"],"raw_orcid":"https://orcid.org/0000-0002-7154-0229","affiliations":[{"raw_affiliation_string":"Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY 14627, United States","institution_ids":["https://openalex.org/I5388228"]},{"raw_affiliation_string":"Department of Biostatistics and Computational Biology, University of Rochester, Rochester, NY, 14627, USA","institution_ids":["https://openalex.org/I5388228"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5016357883","https://openalex.org/A5062175291"],"corresponding_institution_ids":["https://openalex.org/I5388228"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.272,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.53067595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"25","issue":"1","first_page":"89","last_page":"124"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9940999746322632,"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":0.9940999746322632,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.98089998960495,"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/T12676","display_name":"Machine Learning and ELM","score":0.9707000255584717,"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/feature","display_name":"Feature (linguistics)","score":0.7559504508972168},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.720430314540863},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.6759170889854431},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6518679857254028},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.6497793793678284},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6291279792785645},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.6218304634094238},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.556409478187561},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5058286190032959},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.472255140542984},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3282078504562378},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.1250336468219757}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.7559504508972168},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.720430314540863},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.6759170889854431},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6518679857254028},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.6497793793678284},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6291279792785645},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.6218304634094238},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.556409478187561},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5058286190032959},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.472255140542984},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3282078504562378},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.1250336468219757},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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},{"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/s10044-021-01029-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10044-021-01029-0","pdf_url":null,"source":{"id":"https://openalex.org/S45497385","display_name":"Pattern Analysis and Applications","issn_l":"1433-7541","issn":["1433-7541","1433-755X"],"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":"Pattern Analysis and Applications","raw_type":"journal-article"},{"id":"pmid:35370452","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35370452","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Pattern analysis and applications : PAA","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8975250","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8975250","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pattern Anal Appl","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:8975250","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8975250","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Pattern Anal Appl","raw_type":"Text"},"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7699999809265137}],"awards":[{"id":"https://openalex.org/G1258471072","display_name":null,"funder_award_id":"T32 ES-007271","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G2185533886","display_name":null,"funder_award_id":"T32ES0007271","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"},{"id":"https://openalex.org/G3695952481","display_name":null,"funder_award_id":"P30ES001247","funder_id":"https://openalex.org/F4320337361","funder_display_name":"National Institute of Environmental Health Sciences"}],"funders":[{"id":"https://openalex.org/F4320337361","display_name":"National Institute of Environmental Health Sciences","ror":"https://ror.org/00j4k1h63"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":28,"referenced_works":["https://openalex.org/W182260940","https://openalex.org/W1550657683","https://openalex.org/W1554944419","https://openalex.org/W1575403013","https://openalex.org/W1594031697","https://openalex.org/W1944586112","https://openalex.org/W2029199047","https://openalex.org/W2029469881","https://openalex.org/W2058796521","https://openalex.org/W2070534370","https://openalex.org/W2093717447","https://openalex.org/W2109094355","https://openalex.org/W2112076978","https://openalex.org/W2123998733","https://openalex.org/W2135293965","https://openalex.org/W2138516811","https://openalex.org/W2143481518","https://openalex.org/W2151832869","https://openalex.org/W2170806273","https://openalex.org/W2171033594","https://openalex.org/W2295598076","https://openalex.org/W2740950460","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W2913407066","https://openalex.org/W3102476541","https://openalex.org/W3120740533","https://openalex.org/W4212883601"],"related_works":["https://openalex.org/W2896134808","https://openalex.org/W3172436493","https://openalex.org/W4287164812","https://openalex.org/W2007593166","https://openalex.org/W2957492749","https://openalex.org/W1887135636","https://openalex.org/W2094490861","https://openalex.org/W2386063599","https://openalex.org/W1975884855","https://openalex.org/W4281917970"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2026-08-13T07:04:57.449891","created_date":"2025-10-10T00:00:00"}