{"id":"https://openalex.org/W2053229838","doi":"https://doi.org/10.1145/2221924.2221962","title":"Grouped variable model selection for heterogeneous medical signals","display_name":"Grouped variable model selection for heterogeneous medical signals","publication_year":2010,"publication_date":"2010-09-10","ids":{"openalex":"https://openalex.org/W2053229838","doi":"https://doi.org/10.1145/2221924.2221962","mag":"2053229838"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/2221924.2221962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-article","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/A5008934616","display_name":"Jamie Macbeth","orcid":"https://orcid.org/0000-0003-3474-203X"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"funder","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Jamie Macbeth","raw_affiliation_strings":["University of California , Los Angeles, California."],"affiliations":[{"raw_affiliation_string":"University of California , Los Angeles, California.","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078132977","display_name":"Majid Sarrafzadeh","orcid":"https://orcid.org/0000-0001-8407-8689"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"funder","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Majid Sarrafzadeh","raw_affiliation_strings":["University of California , Los Angeles, California."],"affiliations":[{"raw_affiliation_string":"University of California , Los Angeles, California.","institution_ids":["https://openalex.org/I161318765"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":true,"fulltext_origin":"ngrams","cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":64},"biblio":{"volume":null,"issue":null,"first_page":"201","last_page":"207"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9972,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9972,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11236","display_name":"Control Systems and Identification","score":0.979,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9724,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.71665394},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5799929},{"id":"https://openalex.org/C93959086","wikidata":"https://www.wikidata.org/wiki/Q6888345","display_name":"Model selection","level":2,"score":0.5529337},{"id":"https://openalex.org/C48921125","wikidata":"https://www.wikidata.org/wiki/Q10861030","display_name":"Linear regression","level":2,"score":0.53085953},{"id":"https://openalex.org/C152877465","wikidata":"https://www.wikidata.org/wiki/Q208042","display_name":"Regression analysis","level":2,"score":0.50888944},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4599255},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.45311487},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.440234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.43166655},{"id":"https://openalex.org/C83546350","wikidata":"https://www.wikidata.org/wiki/Q1139051","display_name":"Regression","level":2,"score":0.42099845},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.42061958},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4119065},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.22076428},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.119386256},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.09926379},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.0},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1145/2221924.2221962","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":17,"referenced_works":["https://openalex.org/W1595324333","https://openalex.org/W2006761268","https://openalex.org/W2024424774","https://openalex.org/W2032237879","https://openalex.org/W2034562813","https://openalex.org/W2036374621","https://openalex.org/W2072637932","https://openalex.org/W2085942561","https://openalex.org/W2105046342","https://openalex.org/W2113265222","https://openalex.org/W2127949150","https://openalex.org/W2162800060","https://openalex.org/W2171072188","https://openalex.org/W2492294785","https://openalex.org/W2502759836","https://openalex.org/W2582743722","https://openalex.org/W4300025484"],"related_works":["https://openalex.org/W63065332","https://openalex.org/W4283650582","https://openalex.org/W4200124026","https://openalex.org/W397719029","https://openalex.org/W3093365844","https://openalex.org/W2983071886","https://openalex.org/W2775379093","https://openalex.org/W2023538514","https://openalex.org/W1990738922","https://openalex.org/W1984715397"],"abstract_inverted_index":{"We":[0],"explore":[1],"statistical":[2],"regression":[3,63],"techniques":[4],"for":[5,86],"use":[6],"in":[7,72],"medical":[8,29,53,66],"monitoring":[9],"and":[10,19,31,54],"telehealth":[11],"applications.":[12],"Medical":[13],"embedded":[14],"systems":[15],"of":[16,25,78,94],"the":[17],"present":[18],"future":[20],"are":[21,40,68],"recording":[22],"vast":[23],"sets":[24,93],"data":[26,67,90],"related":[27],"to":[28,45,83],"conditions":[30],"physiology.":[32],"In":[33],"this":[34],"paper,":[35],"distributed":[36],"time-lag":[37],"linear":[38],"models":[39,85],"proposed":[41,82],"as":[42,70],"a":[43],"means":[44],"help":[46],"explain":[47],"relationships":[48],"between":[49],"two":[50],"or":[51],"more":[52],"physiological":[55],"measurements.":[56],"The":[57],"issues":[58],"associated":[59],"with":[60,64],"performing":[61],"multiple":[62],"heterogeneous":[65],"treated":[69],"problems":[71],"model":[73,79],"selection.":[74],"An":[75],"automatic":[76],"method":[77],"selection":[80],"is":[81],"construct":[84],"high":[87],"sample":[88],"rate":[89],"by":[91],"grouping":[92],"predictor":[95],"variables.":[96]},"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2053229838","counts_by_year":[],"updated_date":"2025-02-01T15:46:02.069519","created_date":"2016-06-24"}