{"id":"https://openalex.org/W4410878072","doi":"https://doi.org/10.1186/s40537-025-01144-3","title":"PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data","display_name":"PF-PSS: a double-layer parallel embedded feature selection method for cancer gene expression data","publication_year":2025,"publication_date":"2025-05-30","ids":{"openalex":"https://openalex.org/W4410878072","doi":"https://doi.org/10.1186/s40537-025-01144-3"},"language":"en","primary_location":{"id":"doi:10.1186/s40537-025-01144-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01144-3","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01144-3","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01144-3","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Yu-Wei Song","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu-Wei Song","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001443386","display_name":"Jie\u2010Sheng Wang","orcid":"https://orcid.org/0000-0002-8853-1927"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jie-Sheng Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5047178371","display_name":"Yuliang Qi","orcid":"https://orcid.org/0000-0002-3686-0681"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Liang Qi","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038008601","display_name":"Yucai Wang","orcid":"https://orcid.org/0000-0001-6046-2934"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu-Cai Wang","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100618284","display_name":"Shihua Li","orcid":"https://orcid.org/0000-0001-9044-7137"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shi Li","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109617135","display_name":"Hao-Ming Song","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hao-Ming Song","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5115537508","display_name":"Yi\u2010Peng Shang\u2010Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yi-Peng Shang-Guan","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People\u2019s Republic of China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, People's Republic of China","institution_ids":["https://openalex.org/I114117164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114117164"],"apc_list":{"value":1060,"currency":"GBP","value_usd":1300},"apc_paid":{"value":1060,"currency":"GBP","value_usd":1300},"fwci":0.7244,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.70581814,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"12","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9987999796867371,"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"}},"topics":[{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","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"}},{"id":"https://openalex.org/T11269","display_name":"Algorithms and Data Compression","score":0.9951000213623047,"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"}},{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/computer-science","display_name":"Computer science","score":0.7244719862937927},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.7163655161857605},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.627541184425354},{"id":"https://openalex.org/keywords/computational-science-and-engineering","display_name":"Computational Science and Engineering","score":0.604120671749115},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5825072526931763},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5556629300117493},{"id":"https://openalex.org/keywords/expression","display_name":"Expression (computer science)","score":0.5150110721588135},{"id":"https://openalex.org/keywords/cancer","display_name":"Cancer","score":0.45175468921661377},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34826886653900146},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3367505669593811},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2072882354259491},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.11916247010231018},{"id":"https://openalex.org/keywords/genetics","display_name":"Genetics","score":0.10760971903800964},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.10695439577102661},{"id":"https://openalex.org/keywords/nanotechnology","display_name":"Nanotechnology","score":0.06791418790817261}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7244719862937927},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.7163655161857605},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.627541184425354},{"id":"https://openalex.org/C68597687","wikidata":"https://www.wikidata.org/wiki/Q362601","display_name":"Computational Science and Engineering","level":2,"score":0.604120671749115},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5825072526931763},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5556629300117493},{"id":"https://openalex.org/C90559484","wikidata":"https://www.wikidata.org/wiki/Q778379","display_name":"Expression (computer science)","level":2,"score":0.5150110721588135},{"id":"https://openalex.org/C121608353","wikidata":"https://www.wikidata.org/wiki/Q12078","display_name":"Cancer","level":2,"score":0.45175468921661377},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34826886653900146},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3367505669593811},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2072882354259491},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.11916247010231018},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","level":1,"score":0.10760971903800964},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.10695439577102661},{"id":"https://openalex.org/C171250308","wikidata":"https://www.wikidata.org/wiki/Q11468","display_name":"Nanotechnology","level":1,"score":0.06791418790817261},{"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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"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":2,"locations":[{"id":"doi:10.1186/s40537-025-01144-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01144-3","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01144-3","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:ca501f41a60b425284d23c28ed7dacd5","is_oa":true,"landing_page_url":"https://doaj.org/article/ca501f41a60b425284d23c28ed7dacd5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Journal of Big Data, Vol 12, Iss 1, Pp 1-45 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1186/s40537-025-01144-3","is_oa":true,"landing_page_url":"https://doi.org/10.1186/s40537-025-01144-3","pdf_url":"https://journalofbigdata.springeropen.com/counter/pdf/10.1186/s40537-025-01144-3","source":{"id":"https://openalex.org/S2737955091","display_name":"Journal Of Big Data","issn_l":"2196-1115","issn":["2196-1115"],"is_oa":true,"is_in_doaj":true,"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":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Big Data","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410878072.pdf","grobid_xml":"https://content.openalex.org/works/W4410878072.grobid-xml"},"referenced_works_count":32,"referenced_works":["https://openalex.org/W12154863","https://openalex.org/W1808644423","https://openalex.org/W2061044471","https://openalex.org/W2080968155","https://openalex.org/W2121393355","https://openalex.org/W2131871423","https://openalex.org/W2135459805","https://openalex.org/W2154053567","https://openalex.org/W2552933951","https://openalex.org/W2601026776","https://openalex.org/W2601165891","https://openalex.org/W2763523016","https://openalex.org/W2797286202","https://openalex.org/W3035116401","https://openalex.org/W3097170469","https://openalex.org/W3100840294","https://openalex.org/W3116284791","https://openalex.org/W3195285466","https://openalex.org/W3196661916","https://openalex.org/W3202005884","https://openalex.org/W3217452736","https://openalex.org/W4249247926","https://openalex.org/W4310195170","https://openalex.org/W4313563685","https://openalex.org/W4388233296","https://openalex.org/W4390969301","https://openalex.org/W4391032507","https://openalex.org/W4391124188","https://openalex.org/W4406938296","https://openalex.org/W6600669965","https://openalex.org/W6681271867","https://openalex.org/W6963923057"],"related_works":["https://openalex.org/W4393232657","https://openalex.org/W4390638272","https://openalex.org/W4408313902","https://openalex.org/W2392243736","https://openalex.org/W2472237121","https://openalex.org/W4323316863","https://openalex.org/W1985111449","https://openalex.org/W86652014","https://openalex.org/W4386564352","https://openalex.org/W2952668426"],"abstract_inverted_index":{"The":[0,146,231],"primary":[1],"challenge":[2],"in":[3,8,215,240,296,358],"diagnosing":[4],"cancer":[5,16,37,41,280],"subtypes":[6],"lies":[7],"the":[9,30,77,89,92,97,101,109,133,162,166,186,208,216,241,257,265,270,285,290,307,322,325,333,339,348,351],"high":[10],"dimensionality":[11],"and":[12,36,126,149,165,177,234,245,267,301,324,362],"sample":[13],"imbalance":[14],"of":[15,32,135,173,182,188,204,228,253,269,288,298,315,321,327,332],"gene":[17,42,281],"expression":[18,43,282],"data,":[19,44],"which":[20],"complicates":[21],"accurate":[22],"diagnosis":[23,39],"from":[24],"such":[25],"complex":[26],"datasets.":[27,283],"To":[28,263],"address":[29],"issues":[31],"feature":[33,302,342],"selection":[34],"(FS)":[35],"subtype":[38],"for":[40,91,319,330],"a":[45,50,66,72,81,201,225,250,312],"novel":[46],"FS":[47,94,273,309],"method":[48,59,83,259,292,310,353],"with":[49,140,338],"double-layer":[51],"parallel":[52,226,251],"embedded":[53],"structure":[54],"has":[55,354],"been":[56],"proposed.":[57],"This":[58],"is":[60,260],"structured":[61],"into":[62],"two":[63,171,191],"distinct":[64,192],"stages:":[65],"preliminary":[67,78,217],"screening":[68,74,79,99,193,218,243],"stage":[69],"followed":[70],"by":[71],"fine":[73,98,242],"stage.":[75],"In":[76,284,305],"stage,":[80,100,219,244],"\"mean-median\"":[82],"was":[84,105,276],"initially":[85],"proposed":[86,258,271,291],"to":[87,107,117,155,179,317],"establish":[88],"threshold":[90],"filter":[93,210,229],"approach.":[95],"During":[96],"Lasso":[102],"regression":[103],"algorithm":[104],"employed":[106],"refine":[108],"initial":[110,167],"subset,":[111],"thereby":[112],"retaining":[113],"what":[114],"are":[115],"referred":[116],"as":[118,224,249],"\"elite":[119,137,163],"features.\"":[120],"Both":[121],"Sequential":[122,127],"Forward":[123],"Selection":[124,129],"(SFS)":[125],"Backward":[128],"(SBS)":[130],"algorithms":[131,151,236],"preserved":[132],"ranking":[134],"these":[136,170],"features\"":[138,164],"along":[139],"their":[141],"original":[142],"total":[143],"weight":[144],"order.":[145],"enhanced":[147],"SFS":[148,233],"SBS":[150,235],"were":[152,175,195,212,237],"then":[153],"utilized":[154],"identify":[156],"features":[157,174,329],"that":[158],"significantly":[159],"influenced":[160],"both":[161],"subset.":[168],"Subsequently,":[169],"sets":[172],"merged":[176,189],"subjected":[178],"another":[180],"round":[181],"screening.":[183],"Based":[184],"on":[185,278],"number":[187],"features,":[190],"strategies":[194],"implemented.":[196],"Ultimately,":[197],"this":[198],"process":[199],"yielded":[200],"final":[202],"set":[203],"selected":[205,328,341],"features.":[206],"Since":[207],"four":[209],"methods":[211],"run":[213,238],"separately":[214,239],"it":[220,275],"can":[221,246],"be":[222,247],"regarded":[223,248],"operation":[227,252],"methods.":[230,255],"improved":[232],"wrapper":[254],"Therefore,":[256],"named":[261],"PF-PSS.":[262],"demonstrate":[264],"effectiveness":[266],"superiority":[268],"PF-PSS":[272,308],"method,":[274],"evaluated":[277],"20":[279],"vast":[286],"majority":[287],"cases,":[289],"demonstrates":[293],"excellent":[294],"performance":[295,357],"terms":[297],"classification":[299,313],"accuracy":[300,314],"quantity":[303],"selection.":[304],"particular,":[306],"achieved":[311],"up":[316],"100%":[318],"9":[320],"datasets,":[323],"proportion":[326],"12":[331],"datasets":[334],"remained":[335],"within":[336],"7%,":[337],"minimum":[340],"count":[343],"even":[344],"reaching":[345],"0.75%.":[346],"On":[347],"other":[349,359],"hand,":[350],"designed":[352],"shown":[355],"better":[356],"evaluation":[360],"criteria":[361],"running":[363],"time.":[364]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
