{"id":"https://openalex.org/W4386776887","doi":"https://doi.org/10.1007/978-3-031-43471-6_4","title":"A General-Purpose Multi-stage Multi-group Machine Learning Framework for Knowledge Discovery and Decision Support","display_name":"A General-Purpose Multi-stage Multi-group Machine Learning Framework for Knowledge Discovery and Decision Support","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386776887","doi":"https://doi.org/10.1007/978-3-031-43471-6_4"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43471-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43471-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information 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/A5050619335","display_name":"Eva K. Lee","orcid":"https://orcid.org/0000-0003-0415-4640"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Eva K. Lee","raw_affiliation_strings":["Center for Operations Research in Medicine and Healthcare, The Data and Analytics Innovation Institute, Atlanta, USA","Georgia Institute of Technology, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Center for Operations Research in Medicine and Healthcare, The Data and Analytics Innovation Institute, Atlanta, USA","institution_ids":[]},{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101625015","display_name":"Yuan Fan","orcid":"https://orcid.org/0000-0003-3598-9253"},"institutions":[{"id":"https://openalex.org/I130701444","display_name":"Georgia Institute of Technology","ror":"https://ror.org/01zkghx44","country_code":"US","type":"education","lineage":["https://openalex.org/I130701444"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Fan Yuan","raw_affiliation_strings":["Georgia Institute of Technology, Atlanta, USA"],"affiliations":[{"raw_affiliation_string":"Georgia Institute of Technology, Atlanta, USA","institution_ids":["https://openalex.org/I130701444"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104169786","display_name":"Barton J. Man","orcid":null},"institutions":[{"id":"https://openalex.org/I2800745293","display_name":"American Orthopaedic Society for Sports Medicine","ror":"https://ror.org/03vaf0k11","country_code":"US","type":"other","lineage":["https://openalex.org/I2800745293"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Barton J. Man","raw_affiliation_strings":["The American Orthopedic Society for Sports Medicine, Chicago, USA"],"affiliations":[{"raw_affiliation_string":"The American Orthopedic Society for Sports Medicine, Chicago, USA","institution_ids":["https://openalex.org/I2800745293"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5080066727","display_name":"Brent M. Egan","orcid":"https://orcid.org/0000-0002-1470-5875"},"institutions":[{"id":"https://openalex.org/I173654999","display_name":"American Medical Association","ror":"https://ror.org/03p6gt485","country_code":"US","type":"other","lineage":["https://openalex.org/I173654999"]},{"id":"https://openalex.org/I153297377","display_name":"Medical University of South Carolina","ror":"https://ror.org/012jban78","country_code":"US","type":"education","lineage":["https://openalex.org/I153297377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brent Egan","raw_affiliation_strings":["American Medical Association, Chicago, USA","Medical University of South Carolina, Charleston, USA"],"affiliations":[{"raw_affiliation_string":"American Medical Association, Chicago, USA","institution_ids":["https://openalex.org/I173654999"]},{"raw_affiliation_string":"Medical University of South Carolina, Charleston, USA","institution_ids":["https://openalex.org/I153297377"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5050619335"],"corresponding_institution_ids":["https://openalex.org/I130701444"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.52323628,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"71","last_page":"106"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10394","display_name":"Lipoproteins and Cardiovascular Health","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T10394","display_name":"Lipoproteins and Cardiovascular Health","score":0.96670001745224,"subfield":{"id":"https://openalex.org/subfields/2746","display_name":"Surgery"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10211","display_name":"Computational Drug Discovery Methods","score":0.963100016117096,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6353864073753357},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6017745733261108},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5567549467086792},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5191042423248291},{"id":"https://openalex.org/keywords/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.4512372314929962},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.4294716715812683}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6353864073753357},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6017745733261108},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5567549467086792},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5191042423248291},{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.4512372314929962},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.4294716715812683}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43471-6_4","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-43471-6_4","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"Communications in Computer and Information Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6800000071525574,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":64,"referenced_works":["https://openalex.org/W47192650","https://openalex.org/W141711076","https://openalex.org/W175469615","https://openalex.org/W1752045965","https://openalex.org/W1938683852","https://openalex.org/W1981276685","https://openalex.org/W1986718110","https://openalex.org/W2004338242","https://openalex.org/W2014915963","https://openalex.org/W2017260345","https://openalex.org/W2031655994","https://openalex.org/W2037452557","https://openalex.org/W2042442229","https://openalex.org/W2042714950","https://openalex.org/W2046131969","https://openalex.org/W2060319312","https://openalex.org/W2063978378","https://openalex.org/W2071537507","https://openalex.org/W2071686284","https://openalex.org/W2094768566","https://openalex.org/W2101945462","https://openalex.org/W2105181416","https://openalex.org/W2108488764","https://openalex.org/W2112660358","https://openalex.org/W2119862467","https://openalex.org/W2125213524","https://openalex.org/W2125324072","https://openalex.org/W2128759000","https://openalex.org/W2137665081","https://openalex.org/W2151332754","https://openalex.org/W2152284561","https://openalex.org/W2168261002","https://openalex.org/W2280940680","https://openalex.org/W2284729062","https://openalex.org/W2564156548","https://openalex.org/W2788630355","https://openalex.org/W2795314092","https://openalex.org/W2801768830","https://openalex.org/W2808420356","https://openalex.org/W2887355428","https://openalex.org/W2894885260","https://openalex.org/W2902802452","https://openalex.org/W2938373257","https://openalex.org/W2977347353","https://openalex.org/W2998506103","https://openalex.org/W3023541969","https://openalex.org/W3026915425","https://openalex.org/W3040286619","https://openalex.org/W3043374725","https://openalex.org/W3045997188","https://openalex.org/W3047926930","https://openalex.org/W3086548118","https://openalex.org/W3092065440","https://openalex.org/W3118303681","https://openalex.org/W3145682784","https://openalex.org/W3151882058","https://openalex.org/W4206802603","https://openalex.org/W4210242902","https://openalex.org/W4220711407","https://openalex.org/W4223929858","https://openalex.org/W4242033688","https://openalex.org/W4245119036","https://openalex.org/W4248568175","https://openalex.org/W4320063284"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W3209574120","https://openalex.org/W4288315282","https://openalex.org/W4312192474"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
