{"id":"https://openalex.org/W3006938886","doi":"https://doi.org/10.1109/ssci44817.2019.9003105","title":"Improved Multiobjective Multifactor Dimensionality Reduction using Fuzzy Theory","display_name":"Improved Multiobjective Multifactor Dimensionality Reduction using Fuzzy Theory","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W3006938886","doi":"https://doi.org/10.1109/ssci44817.2019.9003105","mag":"3006938886"},"language":"en","primary_location":{"id":"doi:10.1109/ssci44817.2019.9003105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5065832977","display_name":"Cheng\u2010Hong Yang","orcid":"https://orcid.org/0000-0002-2741-0072"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Cheng-Hong Yang","raw_affiliation_strings":["Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086352198","display_name":"Sin\u2010Hua Moi","orcid":"https://orcid.org/0000-0002-4082-1909"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Sin-Hua Moi","raw_affiliation_strings":["Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034774683","display_name":"Li\u2010Yeh Chuang","orcid":"https://orcid.org/0000-0002-9817-5102"},"institutions":[{"id":"https://openalex.org/I98298690","display_name":"I-Shou University","ror":"https://ror.org/04d7e4m76","country_code":"TW","type":"education","lineage":["https://openalex.org/I98298690"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Li-Yeh Chuang","raw_affiliation_strings":["Department of Chemical Engineering & Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Engineering & Institute of Biotechnology and Chemical Engineering, I-Shou University, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I98298690"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044445978","display_name":"Tien-Tsomg Shih","orcid":null},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Tien-Tsomg Shih","raw_affiliation_strings":["Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5068361665","display_name":"Yu\u2010Da Lin","orcid":"https://orcid.org/0000-0001-5100-6072"},"institutions":[{"id":"https://openalex.org/I4387154394","display_name":"National Kaohsiung University of Science and Technology","ror":"https://ror.org/00hfj7g70","country_code":null,"type":"education","lineage":["https://openalex.org/I4387154394"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Yu-Da Lin","raw_affiliation_strings":["Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electronic Engineering, National Kaohsiung University of Science and Technology, Kaohsiung, Taiwan","institution_ids":["https://openalex.org/I4387154394"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.27975976,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"7","issue":null,"first_page":"2476","last_page":"2481"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10885","display_name":"Gene expression and cancer classification","score":0.9990000128746033,"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":0.9990000128746033,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9976000189781189,"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/T10521","display_name":"RNA and protein synthesis mechanisms","score":0.995199978351593,"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/multifactor-dimensionality-reduction","display_name":"Multifactor dimensionality reduction","score":0.7587727308273315},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.6081655025482178},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.5829232931137085},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5371132493019104},{"id":"https://openalex.org/keywords/epistasis","display_name":"Epistasis","score":0.5212953090667725},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.5203225612640381},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.509199321269989},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5044342279434204},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.49345508217811584},{"id":"https://openalex.org/keywords/binary-number","display_name":"Binary number","score":0.48301705718040466},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4230394661426544},{"id":"https://openalex.org/keywords/interpretability","display_name":"Interpretability","score":0.410678505897522},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3554953932762146},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.34501197934150696},{"id":"https://openalex.org/keywords/genotype","display_name":"Genotype","score":0.07326224446296692},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.06488525867462158}],"concepts":[{"id":"https://openalex.org/C25249476","wikidata":"https://www.wikidata.org/wiki/Q6934678","display_name":"Multifactor dimensionality reduction","level":5,"score":0.7587727308273315},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6081655025482178},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.5829232931137085},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5371132493019104},{"id":"https://openalex.org/C61727976","wikidata":"https://www.wikidata.org/wiki/Q751748","display_name":"Epistasis","level":3,"score":0.5212953090667725},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.5203225612640381},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.509199321269989},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5044342279434204},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.49345508217811584},{"id":"https://openalex.org/C48372109","wikidata":"https://www.wikidata.org/wiki/Q3913","display_name":"Binary number","level":2,"score":0.48301705718040466},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4230394661426544},{"id":"https://openalex.org/C2781067378","wikidata":"https://www.wikidata.org/wiki/Q17027399","display_name":"Interpretability","level":2,"score":0.410678505897522},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3554953932762146},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.34501197934150696},{"id":"https://openalex.org/C135763542","wikidata":"https://www.wikidata.org/wiki/Q106016","display_name":"Genotype","level":3,"score":0.07326224446296692},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.06488525867462158},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C153209595","wikidata":"https://www.wikidata.org/wiki/Q501128","display_name":"Single-nucleotide polymorphism","level":4,"score":0.0},{"id":"https://openalex.org/C94375191","wikidata":"https://www.wikidata.org/wiki/Q11205","display_name":"Arithmetic","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ssci44817.2019.9003105","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ssci44817.2019.9003105","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 IEEE Symposium Series on Computational Intelligence (SSCI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4300000071525574,"display_name":"Partnerships for the goals","id":"https://metadata.un.org/sdg/17"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W1571779206","https://openalex.org/W1993817351","https://openalex.org/W2012069179","https://openalex.org/W2016393220","https://openalex.org/W2016645182","https://openalex.org/W2041654748","https://openalex.org/W2043591360","https://openalex.org/W2063575312","https://openalex.org/W2104093114","https://openalex.org/W2118215201","https://openalex.org/W2119419044","https://openalex.org/W2126964466","https://openalex.org/W2152905639","https://openalex.org/W2153689210","https://openalex.org/W2154572047","https://openalex.org/W2155264882","https://openalex.org/W2155781289","https://openalex.org/W2167638767","https://openalex.org/W2171626300","https://openalex.org/W2171800571","https://openalex.org/W2504552073","https://openalex.org/W2526579808","https://openalex.org/W2600767115","https://openalex.org/W2605140612","https://openalex.org/W2763143157","https://openalex.org/W2790029186","https://openalex.org/W6744985368"],"related_works":["https://openalex.org/W4386322349","https://openalex.org/W1998101959","https://openalex.org/W1995622179","https://openalex.org/W4391160746","https://openalex.org/W1484111231","https://openalex.org/W1552543208","https://openalex.org/W2074396517","https://openalex.org/W2166963679","https://openalex.org/W2187269125","https://openalex.org/W1641615907"],"abstract_inverted_index":{"Epistasis":[0],"identification":[1],"is":[2],"essential":[3],"for":[4],"understanding":[5],"the":[6,32,53,68,71,79,83,99,115,126,132],"susceptibility":[7],"of":[8,55,70,82,101,125],"genetic":[9],"diseases":[10],"and":[11,47,118,120,146],"remains":[12],"a":[13,24,38,59,139],"challenge.":[14],"Currently,":[15],"multifactor":[16,33,92],"dimensionality":[17,93],"reduction":[18,94],"(MDR)":[19],"has":[20,137],"been":[21],"enhanced":[22],"using":[23],"multiobjective":[25,91],"approach":[26,96],"to":[27,42,87,97],"identify":[28],"epistasis.":[29],"To":[30],"reduce":[31],"dimension,":[34],"MDR-based":[35,56],"approaches":[36,57],"use":[37,58],"binary":[39,60,62,102],"classification":[40,61,63,117],"method":[41,86],"distinguish":[43],"high":[44],"risk":[45,49],"(H)":[46],"low":[48],"(L)":[50],"groups.":[51],"However,":[52],"limitation":[54,100],"that":[64],"does":[65,121],"not":[66,122],"reflect":[67],"uncertainty":[69],"H/L":[72],"classification.":[73,103],"In":[74,129],"this":[75],"study,":[76],"we":[77],"used":[78],"membership":[80],"degree":[81],"empirical":[84,105,134],"fuzzy":[85,106,135],"propose":[88],"an":[89],"improved":[90],"(MOMDR)":[95],"overcome":[98],"The":[104],"MOMDR":[107,136],"considers":[108],"two":[109],"fuzzy-":[110],"based":[111],"metrics":[112],"simultaneously,":[113],"namely":[114],"correct":[116],"likelihood,":[119],"require":[123],"adjustment":[124],"parameter":[127],"values.":[128],"simulation":[130],"studies,":[131],"proposed":[133],"demonstrated":[138],"higher":[140],"detection":[141],"success":[142],"rate":[143],"than":[144],"MDR":[145],"MOMDR.":[147]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
