{"id":"https://openalex.org/W2981104528","doi":"https://doi.org/10.1093/bioinformatics/btz785","title":"Matched Forest: supervised learning for high-dimensional matched case\u2013control studies","display_name":"Matched Forest: supervised learning for high-dimensional matched case\u2013control studies","publication_year":2019,"publication_date":"2019-10-15","ids":{"openalex":"https://openalex.org/W2981104528","doi":"https://doi.org/10.1093/bioinformatics/btz785","mag":"2981104528","pmid":"https://pubmed.ncbi.nlm.nih.gov/31621830"},"language":"en","primary_location":{"id":"doi:10.1093/bioinformatics/btz785","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz785","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/5/1570/32794045/btz785.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://academic.oup.com/bioinformatics/article-pdf/36/5/1570/32794045/btz785.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5085790538","display_name":"Nooshin Shomal Zadeh","orcid":null},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Nooshin Shomal Zadeh","raw_affiliation_strings":["School of Computing , Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ 85281, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing , Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I55732556"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021436569","display_name":"Sangdi Lin","orcid":"https://orcid.org/0000-0003-2277-3701"},"institutions":[{"id":"https://openalex.org/I4210149135","display_name":"Zillow Group (United States)","ror":"https://ror.org/03n86v874","country_code":"US","type":"company","lineage":["https://openalex.org/I4210149135"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sangdi Lin","raw_affiliation_strings":["Zillow Group , Seattle, WA 98101, USA"],"affiliations":[{"raw_affiliation_string":"Zillow Group , Seattle, WA 98101, USA","institution_ids":["https://openalex.org/I4210149135"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002544391","display_name":"George C. Runger","orcid":"https://orcid.org/0000-0001-9460-6983"},"institutions":[{"id":"https://openalex.org/I55732556","display_name":"Arizona State University","ror":"https://ror.org/03efmqc40","country_code":"US","type":"education","lineage":["https://openalex.org/I55732556"]},{"id":"https://openalex.org/I4210143601","display_name":"Decision Systems (United States)","ror":"https://ror.org/0434dpa13","country_code":"US","type":"company","lineage":["https://openalex.org/I4210143601"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"George C Runger","raw_affiliation_strings":["School of Computing , Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ 85281, USA"],"affiliations":[{"raw_affiliation_string":"School of Computing , Informatics, and Decision Systems Engineering, Arizona State University, Tempe, AZ 85281, USA","institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I55732556"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5085790538"],"corresponding_institution_ids":["https://openalex.org/I4210143601","https://openalex.org/I55732556"],"apc_list":{"value":3618,"currency":"USD","value_usd":3618},"apc_paid":null,"fwci":0.2341,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.58883578,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"36","issue":"5","first_page":"1570","last_page":"1576"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10136","display_name":"Statistical Methods and Inference","score":0.9714000225067139,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9319999814033508,"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/T11311","display_name":"Soil and Water Nutrient Dynamics","score":0.9104999899864197,"subfield":{"id":"https://openalex.org/subfields/2304","display_name":"Environmental Chemistry"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental 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":0.727017879486084},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.6488136649131775},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.555428147315979},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.5503522753715515},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.4893419146537781},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.48437461256980896},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4808536171913147},{"id":"https://openalex.org/keywords/source-code","display_name":"Source code","score":0.47137534618377686},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4525326192378998},{"id":"https://openalex.org/keywords/control-variable","display_name":"Control variable","score":0.44886812567710876},{"id":"https://openalex.org/keywords/software","display_name":"Software","score":0.43430688977241516},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.42309510707855225},{"id":"https://openalex.org/keywords/variables","display_name":"Variables","score":0.41426604986190796},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.24029728770256042},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1411612629890442},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.1258980929851532}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.727017879486084},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.6488136649131775},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.555428147315979},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.5503522753715515},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.4893419146537781},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.48437461256980896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4808536171913147},{"id":"https://openalex.org/C43126263","wikidata":"https://www.wikidata.org/wiki/Q128751","display_name":"Source code","level":2,"score":0.47137534618377686},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4525326192378998},{"id":"https://openalex.org/C153240184","wikidata":"https://www.wikidata.org/wiki/Q3243772","display_name":"Control variable","level":2,"score":0.44886812567710876},{"id":"https://openalex.org/C2777904410","wikidata":"https://www.wikidata.org/wiki/Q7397","display_name":"Software","level":2,"score":0.43430688977241516},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.42309510707855225},{"id":"https://openalex.org/C27574286","wikidata":"https://www.wikidata.org/wiki/Q320723","display_name":"Variables","level":2,"score":0.41426604986190796},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.24029728770256042},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1411612629890442},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.1258980929851532},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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}],"mesh":[{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000069553","descriptor_name":"Supervised Machine Learning","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D012984","descriptor_name":"Software","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016022","descriptor_name":"Case-Control Studies","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D065928","descriptor_name":"Forests","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1093/bioinformatics/btz785","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz785","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/5/1570/32794045/btz785.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},{"id":"pmid:31621830","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/31621830","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":"Bioinformatics (Oxford, England)","raw_type":null}],"best_oa_location":{"id":"doi:10.1093/bioinformatics/btz785","is_oa":true,"landing_page_url":"https://doi.org/10.1093/bioinformatics/btz785","pdf_url":"https://academic.oup.com/bioinformatics/article-pdf/36/5/1570/32794045/btz785.pdf","source":{"id":"https://openalex.org/S52395412","display_name":"Bioinformatics","issn_l":"1367-4803","issn":["1367-4803","1367-4811"],"is_oa":false,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311648","host_organization_name":"Oxford University Press","host_organization_lineage":["https://openalex.org/P4310311648","https://openalex.org/P4310311647"],"host_organization_lineage_names":["Oxford University Press","University of Oxford"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bioinformatics","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Life in Land","score":0.46000000834465027,"id":"https://metadata.un.org/sdg/15"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2981104528.pdf","grobid_xml":"https://content.openalex.org/works/W2981104528.grobid-xml"},"referenced_works_count":23,"referenced_works":["https://openalex.org/W273955616","https://openalex.org/W1490576214","https://openalex.org/W1567191158","https://openalex.org/W1773554468","https://openalex.org/W1931712468","https://openalex.org/W1970792239","https://openalex.org/W1973948212","https://openalex.org/W2059121696","https://openalex.org/W2070052797","https://openalex.org/W2108764514","https://openalex.org/W2139577967","https://openalex.org/W2141704883","https://openalex.org/W2149201744","https://openalex.org/W2160173650","https://openalex.org/W2164050575","https://openalex.org/W2169808956","https://openalex.org/W2541456457","https://openalex.org/W2584114097","https://openalex.org/W2911964244","https://openalex.org/W3120740533","https://openalex.org/W4246767508","https://openalex.org/W4299689471","https://openalex.org/W6610017368"],"related_works":["https://openalex.org/W4232099438","https://openalex.org/W2342184954","https://openalex.org/W3041181814","https://openalex.org/W4251953331","https://openalex.org/W2762684468","https://openalex.org/W3036947300","https://openalex.org/W1976005079","https://openalex.org/W3129782608","https://openalex.org/W2299219125","https://openalex.org/W2034800581"],"abstract_inverted_index":{"Supplementary":[0],"data":[1],"are":[2],"available":[3],"at":[4],"Bioinformatics":[5],"online.":[6]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}