{"id":"https://openalex.org/W2576255480","doi":"https://doi.org/10.1109/bibm.2016.7822525","title":"Feature selection based on functional group structure for microRNA expression data analysis","display_name":"Feature selection based on functional group structure for microRNA expression data analysis","publication_year":2016,"publication_date":"2016-12-01","ids":{"openalex":"https://openalex.org/W2576255480","doi":"https://doi.org/10.1109/bibm.2016.7822525","mag":"2576255480"},"language":"en","primary_location":{"id":"doi:10.1109/bibm.2016.7822525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"},"type":"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/A5076291659","display_name":"Yang Yang","orcid":"https://orcid.org/0000-0002-0576-9455"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]},{"id":"https://openalex.org/I4210165726","display_name":"Shanghai Municipal Education Commission","ror":"https://ror.org/05tewj457","country_code":"CN","type":"funder","lineage":["https://openalex.org/I4210165456","https://openalex.org/I4210165726"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yang Yang","raw_affiliation_strings":["Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering","Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Shanghai Education Commission for Intelligent Interaction and Cognitive Engineering","institution_ids":["https://openalex.org/I4210165726"]},{"raw_affiliation_string":"Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031284844","display_name":"Tianyu Cao","orcid":"https://orcid.org/0000-0003-1673-8918"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianyu Cao","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001837630","display_name":"Wei Kong","orcid":"https://orcid.org/0000-0002-6554-4338"},"institutions":[{"id":"https://openalex.org/I96733725","display_name":"Shanghai Maritime University","ror":"https://ror.org/04z7qrj66","country_code":"CN","type":"education","lineage":["https://openalex.org/I96733725"]},{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Kong","raw_affiliation_strings":["Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","Department of Computer Science and Engineering, Shanghai Maritime University, Shanghai, China"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Shanghai Maritime University, Shanghai, China","institution_ids":["https://openalex.org/I96733725"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5076291659"],"corresponding_institution_ids":["https://openalex.org/I183067930","https://openalex.org/I4210165726"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.15098749,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"1999","issue":null,"first_page":"242","last_page":"247"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T10515","display_name":"Cancer-related molecular mechanisms research","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1306","display_name":"Cancer Research"},"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/T11482","display_name":"RNA modifications and cancer","score":0.9987999796867371,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7509508728981018},{"id":"https://openalex.org/keywords/microrna","display_name":"microRNA","score":0.5719108581542969},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5462406277656555},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4736821949481964},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.46788448095321655},{"id":"https://openalex.org/keywords/computational-biology","display_name":"Computational biology","score":0.46198779344558716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4184780418872833},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.41358423233032227},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39454469084739685},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.33099618554115295},{"id":"https://openalex.org/keywords/bioinformatics","display_name":"Bioinformatics","score":0.3260897397994995},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.2714858949184418},{"id":"https://openalex.org/keywords/gene","display_name":"Gene","score":0.2500775456428528},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.15018516778945923}],"concepts":[{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7509508728981018},{"id":"https://openalex.org/C145059251","wikidata":"https://www.wikidata.org/wiki/Q310899","display_name":"microRNA","level":3,"score":0.5719108581542969},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5462406277656555},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4736821949481964},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.46788448095321655},{"id":"https://openalex.org/C70721500","wikidata":"https://www.wikidata.org/wiki/Q177005","display_name":"Computational biology","level":1,"score":0.46198779344558716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4184780418872833},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.41358423233032227},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39454469084739685},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.33099618554115295},{"id":"https://openalex.org/C60644358","wikidata":"https://www.wikidata.org/wiki/Q128570","display_name":"Bioinformatics","level":1,"score":0.3260897397994995},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.2714858949184418},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.2500775456428528},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.15018516778945923},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bibm.2016.7822525","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bibm.2016.7822525","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 IEEE International Conference on Bioinformatics and Biomedicine (BIBM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.6299999952316284}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W33214042","https://openalex.org/W251835054","https://openalex.org/W1520812622","https://openalex.org/W1970554427","https://openalex.org/W1974342535","https://openalex.org/W1976672798","https://openalex.org/W1984375010","https://openalex.org/W1993528080","https://openalex.org/W2002768720","https://openalex.org/W2020247811","https://openalex.org/W2020541351","https://openalex.org/W2040191060","https://openalex.org/W2050869737","https://openalex.org/W2058414375","https://openalex.org/W2076236298","https://openalex.org/W2080719056","https://openalex.org/W2081098333","https://openalex.org/W2081113032","https://openalex.org/W2093017030","https://openalex.org/W2095370181","https://openalex.org/W2103017472","https://openalex.org/W2110237047","https://openalex.org/W2113328646","https://openalex.org/W2119387367","https://openalex.org/W2128049108","https://openalex.org/W2128768066","https://openalex.org/W2132819807","https://openalex.org/W2133658633","https://openalex.org/W2133666768","https://openalex.org/W2133883083","https://openalex.org/W2138019504","https://openalex.org/W2140514146","https://openalex.org/W2143426320","https://openalex.org/W2143688307","https://openalex.org/W2150747245","https://openalex.org/W2153210075","https://openalex.org/W2153635508","https://openalex.org/W2155925556","https://openalex.org/W2156571267","https://openalex.org/W2157795344","https://openalex.org/W2158135353","https://openalex.org/W2163199119","https://openalex.org/W2169038408","https://openalex.org/W2260771218","https://openalex.org/W2313339984","https://openalex.org/W2999729612","https://openalex.org/W3097993951","https://openalex.org/W4294107304","https://openalex.org/W4399573963","https://openalex.org/W6601318844","https://openalex.org/W6676664377","https://openalex.org/W6679908637","https://openalex.org/W6682904970","https://openalex.org/W6683262691","https://openalex.org/W6683381688","https://openalex.org/W6692628530"],"related_works":["https://openalex.org/W2737319532","https://openalex.org/W2062945643","https://openalex.org/W3151405604","https://openalex.org/W2565797512","https://openalex.org/W2330252996","https://openalex.org/W2050308539","https://openalex.org/W4386564352","https://openalex.org/W2952668426","https://openalex.org/W2057742104","https://openalex.org/W4283692078"],"abstract_inverted_index":{"Feature":[0,169],"selection":[1,42,157,197],"methods":[2],"have":[3,28],"been":[4,76],"widely":[5],"used":[6],"in":[7,108,125],"gene":[8,61],"expression":[9,62,83,102,135],"analysis":[10,84,103],"to":[11,52,86,123,127,147,177],"identify":[12],"differentially":[13],"expressed":[14],"genes":[15,45],"and":[16,44,55,113,152,183],"explore":[17],"potential":[18],"biomarkers":[19],"for":[20,93,118],"complex":[21,119],"diseases.":[22,120],"While":[23],"a":[24,58,154,214],"lot":[25],"of":[26,40,60,89,105,206],"studies":[27,63],"shown":[29],"that":[30,210],"incorporating":[31],"feature":[32,41,156,196,216],"structure":[33,161],"information":[34,176],"can":[35,212],"greatly":[36],"enhance":[37],"the":[38,65,87,109,133,143,174,178,187],"performance":[39],"algorithms,":[43],"naturally":[46],"fall":[47],"into":[48,162],"groups":[49,126],"with":[50,186,218],"regard":[51],"common":[53],"function":[54],"co-regulation,":[56],"only":[57],"few":[59],"utilized":[64],"structured":[66],"properties.":[67],"And,":[68],"as":[69,71,191,193],"far":[70],"we":[72,98],"know,":[73],"there":[74],"has":[75,138],"no":[77],"such":[78],"study":[79],"on":[80,100,201],"microRNA":[81],"(miRNA)":[82],"due":[85],"lack":[88],"available":[90],"functional":[91,150],"annotation":[92],"miRNAs.":[94],"In":[95],"this":[96],"study,":[97],"focus":[99],"miRNA":[101,134,149,203],"because":[104],"its":[106],"importance":[107],"diagnosis,":[110],"prognosis":[111],"prediction":[112],"new":[114,155],"therapeutic":[115],"target":[116],"detection":[117],"MiRNAs":[121],"tend":[122],"work":[124],"play":[128],"their":[129],"regulation":[130],"roles,":[131],"thus":[132],"data":[136],"also":[137,172],"group":[139,160,175,180,189],"structure.":[140],"We":[141,171],"utilize":[142],"GO-based":[144],"semantic":[145],"similarity":[146],"infer":[148],"groups,":[151],"propose":[153],"method":[158],"taking":[159],"consideration,":[163],"called":[164],"MiRFFS":[165,185,211],"(MiRNA":[166],"Functional":[167],"group-based":[168],"Selection).":[170],"apply":[173],"sparse":[179,188],"Lasso":[181,190],"method,":[182],"compare":[184],"well":[192],"some":[194],"existing":[195],"methods.":[198],"The":[199],"results":[200],"three":[202],"microarray":[204],"profiles":[205],"breast":[207],"cancer":[208],"show":[209],"achieve":[213],"compact":[215],"subset":[217],"high":[219],"classification":[220],"accuracy.":[221]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
