{"id":"https://openalex.org/W144741211","doi":"https://doi.org/10.1007/978-3-642-16345-6_5","title":"Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders","display_name":"Discovering Influential Variables: A General Computer Intensive Method for Common Genetic Disorders","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W144741211","doi":"https://doi.org/10.1007/978-3-642-16345-6_5","mag":"144741211"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-16345-6_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16345-6_5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Statistical Bioinformatics","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/A5044625906","display_name":"Tian Zheng","orcid":"https://orcid.org/0000-0003-4889-0391"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Tian Zheng","raw_affiliation_strings":["Department of Statistics, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029987215","display_name":"Herman Chernoff","orcid":null},"institutions":[{"id":"https://openalex.org/I136199984","display_name":"Harvard University","ror":"https://ror.org/03vek6s52","country_code":"US","type":"education","lineage":["https://openalex.org/I136199984"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Herman Chernoff","raw_affiliation_strings":["Department of Statistics, Harvard University, Cambridge, Massachusetts, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Harvard University, Cambridge, Massachusetts, USA","institution_ids":["https://openalex.org/I136199984"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081102685","display_name":"Inchi Hu","orcid":"https://orcid.org/0000-0002-1582-5297"},"institutions":[{"id":"https://openalex.org/I200769079","display_name":"Hong Kong University of Science and Technology","ror":"https://ror.org/00q4vv597","country_code":"HK","type":"education","lineage":["https://openalex.org/I200769079"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Inchi Hu","raw_affiliation_strings":["Department of Information Systems, Business Statistics and Operations Management, Hong Kong University of Science and Technology, Hong Kong, China"],"affiliations":[{"raw_affiliation_string":"Department of Information Systems, Business Statistics and Operations Management, Hong Kong University of Science and Technology, Hong Kong, China","institution_ids":["https://openalex.org/I200769079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5088514219","display_name":"Iuliana Ionita\u2010Laza","orcid":"https://orcid.org/0000-0002-9001-2026"},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Iuliana Ionita-Laza","raw_affiliation_strings":["Department of Biostatistics, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Biostatistics, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5110828480","display_name":"Shaw\u2010Hwa Lo","orcid":null},"institutions":[{"id":"https://openalex.org/I78577930","display_name":"Columbia University","ror":"https://ror.org/00hj8s172","country_code":"US","type":"education","lineage":["https://openalex.org/I78577930"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shaw-Hwa Lo","raw_affiliation_strings":["Department of Statistics, Columbia University, New York, USA"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Columbia University, New York, USA","institution_ids":["https://openalex.org/I78577930"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5044625906"],"corresponding_institution_ids":["https://openalex.org/I78577930"],"apc_list":null,"apc_paid":null,"fwci":1.5894,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.82427653,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"87","last_page":"107"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.998199999332428,"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":0.998199999332428,"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/T10887","display_name":"Bioinformatics and Genomic Networks","score":0.9879000186920166,"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/T10594","display_name":"Genetic and phenotypic traits in livestock","score":0.9850999712944031,"subfield":{"id":"https://openalex.org/subfields/1311","display_name":"Genetics"},"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7977655529975891},{"id":"https://openalex.org/keywords/variable","display_name":"Variable (mathematics)","score":0.6158904433250427},{"id":"https://openalex.org/keywords/partition","display_name":"Partition (number theory)","score":0.5896644592285156},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5404414534568787},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.4598430395126343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45021727681159973},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.4129009246826172},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3845227360725403},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34760522842407227},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30974280834198},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.08748385310173035},{"id":"https://openalex.org/keywords/combinatorics","display_name":"Combinatorics","score":0.07571622729301453}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7977655529975891},{"id":"https://openalex.org/C182365436","wikidata":"https://www.wikidata.org/wiki/Q50701","display_name":"Variable (mathematics)","level":2,"score":0.6158904433250427},{"id":"https://openalex.org/C42812","wikidata":"https://www.wikidata.org/wiki/Q1082910","display_name":"Partition (number theory)","level":2,"score":0.5896644592285156},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5404414534568787},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.4598430395126343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45021727681159973},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.4129009246826172},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3845227360725403},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34760522842407227},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30974280834198},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.08748385310173035},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.07571622729301453},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-16345-6_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-16345-6_5","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Handbook of Statistical Bioinformatics","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1480376833","https://openalex.org/W1727290854","https://openalex.org/W1807550697","https://openalex.org/W1964000231","https://openalex.org/W1966701961","https://openalex.org/W1991032771","https://openalex.org/W1999463736","https://openalex.org/W2002666062","https://openalex.org/W2004159986","https://openalex.org/W2006423274","https://openalex.org/W2033171665","https://openalex.org/W2037238448","https://openalex.org/W2044994496","https://openalex.org/W2068914392","https://openalex.org/W2083944388","https://openalex.org/W2086875850","https://openalex.org/W2091841926","https://openalex.org/W2093268633","https://openalex.org/W2096758922","https://openalex.org/W2100934875","https://openalex.org/W2109363337","https://openalex.org/W2117526678","https://openalex.org/W2128985829","https://openalex.org/W2145635005","https://openalex.org/W2151451252","https://openalex.org/W2154572047","https://openalex.org/W2155236584","https://openalex.org/W2157795344","https://openalex.org/W2161761420","https://openalex.org/W2165872127","https://openalex.org/W2171492551","https://openalex.org/W2911964244","https://openalex.org/W3106169777","https://openalex.org/W4239901699","https://openalex.org/W4294107304"],"related_works":["https://openalex.org/W4205762803","https://openalex.org/W3161249280","https://openalex.org/W2267059662","https://openalex.org/W2535856026","https://openalex.org/W4388411807","https://openalex.org/W2364268683","https://openalex.org/W2265065644","https://openalex.org/W2478803962","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":null,"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}