{"id":"https://openalex.org/W2805027133","doi":"https://doi.org/10.1109/access.2018.2838559","title":"Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification","display_name":"Adaptive Hybrid Feature Selection-Based Classifier Ensemble for Epileptic Seizure Classification","publication_year":2018,"publication_date":"2018-01-01","ids":{"openalex":"https://openalex.org/W2805027133","doi":"https://doi.org/10.1109/access.2018.2838559","mag":"2805027133"},"language":"en","primary_location":{"id":"doi:10.1109/access.2018.2838559","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2838559","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2018.2838559","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5065437221","display_name":"Farrikh Alzami","orcid":"https://orcid.org/0000-0003-2669-3864"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Farrikh Alzami","raw_affiliation_strings":["South China University of Technology, Guangzhou, Guangdong, CN","ORCiD","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, Guangdong, CN","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"ORCiD","institution_ids":[]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101438219","display_name":"Juan Tang","orcid":"https://orcid.org/0000-0003-2309-5842"},"institutions":[{"id":"https://openalex.org/I4210105982","display_name":"Guangzhou Women and Children Medical Center","ror":"https://ror.org/01g53at17","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210105982"]},{"id":"https://openalex.org/I92039509","display_name":"Guangzhou Medical University","ror":"https://ror.org/00zat6v61","country_code":"CN","type":"education","lineage":["https://openalex.org/I92039509"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Tang","raw_affiliation_strings":["Guangzhou Women and Children\u2019s Medical Centre, Guangzhou, China","Guangzhou Women and Children&#x2019;s Medical Centre, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangzhou Women and Children\u2019s Medical Centre, Guangzhou, China","institution_ids":["https://openalex.org/I92039509","https://openalex.org/I4210105982"]},{"raw_affiliation_string":"Guangzhou Women and Children&#x2019;s Medical Centre, Guangzhou, China","institution_ids":["https://openalex.org/I92039509","https://openalex.org/I4210105982"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100701158","display_name":"Zhiwen Yu","orcid":"https://orcid.org/0000-0002-0935-5890"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhiwen Yu","raw_affiliation_strings":["South China University of Technology, Guangzhou, Guangdong, CN","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, Guangdong, CN","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070982537","display_name":"Si Wu","orcid":"https://orcid.org/0000-0003-4022-0852"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Si Wu","raw_affiliation_strings":["South China University of Technology, Guangzhou, Guangdong, CN","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, Guangdong, CN","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643265","display_name":"C. L. Philip Chen","orcid":"https://orcid.org/0000-0001-5451-7230"},"institutions":[{"id":"https://openalex.org/I204512498","display_name":"University of Macau","ror":"https://ror.org/01r4q9n85","country_code":"MO","type":"education","lineage":["https://openalex.org/I204512498"]}],"countries":["MO"],"is_corresponding":false,"raw_author_name":"C. L. Philip Chen","raw_affiliation_strings":["University of Macau, Taipa, Macau, MO","Department of Computer and Information Science, University of Macau, Macau, China"],"affiliations":[{"raw_affiliation_string":"University of Macau, Taipa, Macau, MO","institution_ids":["https://openalex.org/I204512498"]},{"raw_affiliation_string":"Department of Computer and Information Science, University of Macau, Macau, China","institution_ids":["https://openalex.org/I204512498"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045562050","display_name":"Jane You","orcid":"https://orcid.org/0000-0002-8181-4836"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jane You","raw_affiliation_strings":["Hong Kong Polytechnic University, Kowloon, HK","Department of Computing, The Hong Kong Polytechnic University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Hong Kong Polytechnic University, Kowloon, HK","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Hong Kong","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100400217","display_name":"Jun Zhang","orcid":"https://orcid.org/0000-0001-7835-9871"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Zhang","raw_affiliation_strings":["South China University of Technology, Guangzhou, Guangdong, CN","School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"South China University of Technology, Guangzhou, Guangdong, CN","institution_ids":["https://openalex.org/I90610280"]},{"raw_affiliation_string":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5065437221"],"corresponding_institution_ids":["https://openalex.org/I90610280"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.1637,"has_fulltext":false,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87016913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"6","issue":null,"first_page":"29132","last_page":"29145"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},"topics":[{"id":"https://openalex.org/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}},{"id":"https://openalex.org/T11447","display_name":"Blind Source Separation Techniques","score":0.995199978351593,"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/T12254","display_name":"Machine Learning in Bioinformatics","score":0.9909999966621399,"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/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.757095456123352},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7164418697357178},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.704697847366333},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6549667119979858},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.6036363840103149},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5496007204055786},{"id":"https://openalex.org/keywords/preprocessor","display_name":"Preprocessor","score":0.5195277333259583},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.4627518653869629},{"id":"https://openalex.org/keywords/linear-classifier","display_name":"Linear classifier","score":0.4376094341278076},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.42105191946029663},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41185176372528076},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4044507145881653},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3207036852836609}],"concepts":[{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.757095456123352},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7164418697357178},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.704697847366333},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6549667119979858},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.6036363840103149},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5496007204055786},{"id":"https://openalex.org/C34736171","wikidata":"https://www.wikidata.org/wiki/Q918333","display_name":"Preprocessor","level":2,"score":0.5195277333259583},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.4627518653869629},{"id":"https://openalex.org/C139532973","wikidata":"https://www.wikidata.org/wiki/Q2679259","display_name":"Linear classifier","level":3,"score":0.4376094341278076},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.42105191946029663},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41185176372528076},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4044507145881653},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3207036852836609},{"id":"https://openalex.org/C104317684","wikidata":"https://www.wikidata.org/wiki/Q7187","display_name":"Gene","level":2,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C55493867","wikidata":"https://www.wikidata.org/wiki/Q7094","display_name":"Biochemistry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2018.2838559","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2838559","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:028bef5efc164aef8979a96bf5aabf93","is_oa":true,"landing_page_url":"https://doaj.org/article/028bef5efc164aef8979a96bf5aabf93","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-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 6, Pp 29132-29145 (2018)","raw_type":"article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/78568","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/78568","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal/Magazine Article"}],"best_oa_location":{"id":"doi:10.1109/access.2018.2838559","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2018.2838559","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2498485471","display_name":null,"funder_award_id":"7004884","funder_id":"https://openalex.org/F4320309893","funder_display_name":"City University of Hong Kong"},{"id":"https://openalex.org/G3036264810","display_name":null,"funder_award_id":"201704030051","funder_id":"https://openalex.org/F4320335480","funder_display_name":"Guangzhou Municipal Science and Technology Project"},{"id":"https://openalex.org/G3677684130","display_name":null,"funder_award_id":"61722205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5526867466","display_name":null,"funder_award_id":"U1611461","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5534731291","display_name":null,"funder_award_id":"61572199","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7611596349","display_name":null,"funder_award_id":"61751205","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8927398668","display_name":null,"funder_award_id":"61472145","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G936074557","display_name":null,"funder_award_id":"61572540","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320309893","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335480","display_name":"Guangzhou Municipal Science and Technology Project","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W140777655","https://openalex.org/W763891248","https://openalex.org/W1556131344","https://openalex.org/W1818768602","https://openalex.org/W1964832275","https://openalex.org/W1970917709","https://openalex.org/W1981211771","https://openalex.org/W1984164526","https://openalex.org/W1988150589","https://openalex.org/W2001612033","https://openalex.org/W2027927824","https://openalex.org/W2053744708","https://openalex.org/W2062895901","https://openalex.org/W2065454702","https://openalex.org/W2073678701","https://openalex.org/W2081377128","https://openalex.org/W2097171469","https://openalex.org/W2098149468","https://openalex.org/W2107541057","https://openalex.org/W2109293916","https://openalex.org/W2122923860","https://openalex.org/W2146511318","https://openalex.org/W2154053567","https://openalex.org/W2159937785","https://openalex.org/W2160437295","https://openalex.org/W2163492840","https://openalex.org/W2167411254","https://openalex.org/W2462271429","https://openalex.org/W2502443932","https://openalex.org/W2519140045","https://openalex.org/W2521265470","https://openalex.org/W2521472744","https://openalex.org/W2524982237","https://openalex.org/W2560897477","https://openalex.org/W2583531327","https://openalex.org/W2606301878","https://openalex.org/W2619720754","https://openalex.org/W2734768853","https://openalex.org/W2763649037","https://openalex.org/W4205687621","https://openalex.org/W4248307879","https://openalex.org/W6633205339","https://openalex.org/W6676746716","https://openalex.org/W6738056254"],"related_works":["https://openalex.org/W1981866886","https://openalex.org/W2052615004","https://openalex.org/W2046975922","https://openalex.org/W4361733484","https://openalex.org/W4256395896","https://openalex.org/W2057416691","https://openalex.org/W1760344465","https://openalex.org/W2770076983","https://openalex.org/W4205397888","https://openalex.org/W4388700830"],"abstract_inverted_index":{"Feature":[0],"selection":[1,28,194,214],"and":[2,12,18,29,95,139,153,222],"ensemble":[3,30,43,220],"learning":[4],"can":[5],"be":[6],"used":[7,90],"to":[8,69,91,102,121,127,172],"improve":[9],"the":[10,93,111,134,144,149,155,161,166,177,181,185,188,192],"accuracy":[11,159],"robustness":[13],"of":[14,74,107,160,168,191],"epileptic":[15,46],"seizure":[16,47],"detection":[17,94],"classification.":[19,48],"Unfortunately,":[20],"a":[21,71,84,119,234],"few":[22],"studies":[23],"have":[24,118],"fully":[25],"utilized":[26],"feature":[27,40,61,170,193,213],"learning.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35],"present":[36],"an":[37,104],"adaptive":[38,59,182],"hybrid":[39,60],"selection-based":[41],"classifier":[42],"(AHFSE)":[44],"for":[45],"The":[49,98,196],"AHFSE":[50,99,145,197],"creates":[51],"new":[52,77,174],"sample":[53],"subsets":[54,79,167],"in":[55,114,204],"every":[56,115],"bootstrap":[57],"using":[58,66],"selection.":[62],"It":[63],"combines":[64],"them":[65],"rank":[67,128],"aggregation":[68],"obtain":[70,103,173,187],"distinguished":[72],"subset":[73,106],"features.":[75],"These":[76],"samples'":[78],"are":[80],"then":[81],"fed":[82],"into":[83],"classifier.":[85],"Finally,":[86],"majority":[87],"voting":[88],"is":[89,100],"complete":[92],"classification":[96],"tasks.":[97],"designed":[101],"optimized":[105],"features":[108,163],"based":[109,136],"on":[110,137,148],"different":[112,123,169],"samples":[113,175],"bootstrap,":[116],"which":[117],"tendency":[120],"generate":[122],"results":[124,203],"with":[125,211,218,225],"respect":[126],"aggregation.":[129],"With":[130],"discrete":[131,230],"wavelet":[132,231],"transform,":[133],"experiments":[135],"binary":[138],"multi-class":[140],"tasks":[141],"show":[142],"that":[143,228],"performs":[146],"well":[147],"Bonn":[150],"data":[151],"set":[152],"improves":[154],"specificity,":[156],"sensitivity,":[157],"or":[158],"selected":[162],"by":[164],"combining":[165],"selections":[171],"within":[176],"bagging":[178],"process.":[179],"Furthermore,":[180],"process":[183],"helps":[184],"framework":[186],"optimum":[189],"combination":[190],"algorithm.":[195],"also":[198],"obtains":[199],"more":[200],"desirable":[201],"final":[202],"several":[205],"perspectives,":[206],"such":[207],"as:":[208],"1)":[209],"compared":[210,217,224],"other":[212,219,226],"methods;":[215,221],"2)":[216],"3)":[223],"research":[227],"uses":[229],"transform":[232],"as":[233],"preprocessing":[235],"step.":[236]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":4},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-15T08:11:43.952461","created_date":"2025-10-10T00:00:00"}
