{"id":"https://openalex.org/W2513092159","doi":"https://doi.org/10.1155/2016/8056253","title":"Applying Cost-Sensitive Extreme Learning Machine and Dissimilarity Integration to Gene Expression Data Classification","display_name":"Applying Cost-Sensitive Extreme Learning Machine and Dissimilarity Integration to Gene Expression Data Classification","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2513092159","doi":"https://doi.org/10.1155/2016/8056253","mag":"2513092159","pmid":"https://pubmed.ncbi.nlm.nih.gov/27642292","pmcid":"https://www.ncbi.nlm.nih.gov/pmc/articles/5011754"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8056253","pdf_url":"https://downloads.hindawi.com/journals/cin/2016/8056253.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"journal-article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://downloads.hindawi.com/journals/cin/2016/8056253.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100664474","display_name":"Yanqiu Liu","orcid":"https://orcid.org/0000-0003-2197-5360"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanqiu Liu","raw_affiliation_strings":["College of Information Engineering, China Jiliang University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, China Jiliang University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073179339","display_name":"Huijuan Lu","orcid":"https://orcid.org/0000-0002-3698-9653"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Huijuan Lu","raw_affiliation_strings":["College of Information Engineering, China Jiliang University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, China Jiliang University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039611523","display_name":"Ke Yan","orcid":"https://orcid.org/0000-0002-1611-6636"},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ke Yan","raw_affiliation_strings":["College of Information Engineering, China Jiliang University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, China Jiliang University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I55538621"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024052704","display_name":"Haixia Xia","orcid":null},"institutions":[{"id":"https://openalex.org/I1328775524","display_name":"Zhejiang Sci-Tech University","ror":"https://ror.org/03893we55","country_code":"CN","type":"education","lineage":["https://openalex.org/I1328775524"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haixia Xia","raw_affiliation_strings":["College of Informatics, Zhejiang Sci-Tech University, Hangzhou 310014, China"],"affiliations":[{"raw_affiliation_string":"College of Informatics, Zhejiang Sci-Tech University, Hangzhou 310014, China","institution_ids":["https://openalex.org/I1328775524"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5023656411","display_name":"Chunlin An","orcid":null},"institutions":[{"id":"https://openalex.org/I55538621","display_name":"China Jiliang University","ror":"https://ror.org/05v1y0t93","country_code":"CN","type":"education","lineage":["https://openalex.org/I55538621"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlin An","raw_affiliation_strings":["College of Information Engineering, China Jiliang University, Hangzhou 310018, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, China Jiliang University, Hangzhou 310018, China","institution_ids":["https://openalex.org/I55538621"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5073179339","https://openalex.org/A5039611523"],"corresponding_institution_ids":["https://openalex.org/I55538621","https://openalex.org/I55538621"],"apc_list":{"value":2100,"currency":"USD","value_usd":2100,"provenance":"doaj"},"apc_paid":{"value":2100,"currency":"USD","value_usd":2100,"provenance":"doaj"},"fwci":4.811,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":33,"citation_normalized_percentile":{"value":0.955983,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":95},"biblio":{"volume":"2016","issue":null,"first_page":"1","last_page":"9"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9861,"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/T10062","display_name":"MicroRNA in disease regulation","score":0.9784,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme Learning Machine","score":0.8392545},{"id":"https://openalex.org/keywords/data-classification","display_name":"Data classification","score":0.50641525}],"concepts":[{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.8392545},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7217867},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6974025},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5578761},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.52321696},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5155475},{"id":"https://openalex.org/C2780724565","wikidata":"https://www.wikidata.org/wiki/Q5227256","display_name":"Data classification","level":2,"score":0.50641525},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4875221},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47907525},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.42915648},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10953459}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D030541","descriptor_name":"Databases, Genetic","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D015870","descriptor_name":"Gene Expression","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000069550","descriptor_name":"Machine Learning","qualifier_ui":"","qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000818","descriptor_name":"Animals","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":"","qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":"","qualifier_name":null,"is_major_topic":false}],"locations_count":5,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8056253","pdf_url":"https://downloads.hindawi.com/journals/cin/2016/8056253.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://doaj.org/article/bc9f8f9aabb64287a302cd2b891a4f95","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},{"is_oa":true,"landing_page_url":"https://europepmc.org/articles/pmc5011754","pdf_url":"https://europepmc.org/articles/pmc5011754?pdf=render","source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":["European Bioinformatics Institute"],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5011754","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},{"is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/27642292","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":["National Institutes of Health"],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1155/2016/8056253","pdf_url":"https://downloads.hindawi.com/journals/cin/2016/8056253.pdf","source":{"id":"https://openalex.org/S72372694","display_name":"Computational Intelligence and Neuroscience","issn_l":"1687-5265","issn":["1687-5265","1687-5273"],"is_oa":true,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319869","host_organization_name":"Hindawi Publishing Corporation","host_organization_lineage":["https://openalex.org/P4310319869"],"host_organization_lineage_names":["Hindawi Publishing Corporation"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"Y1110342"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61402417"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"LY15F020037"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61303146"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61272315"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"Zhejiang-00062014AQ"},{"funder":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China","award_id":"61572164"}],"datasets":[],"versions":[],"referenced_works_count":36,"referenced_works":["https://openalex.org/W1202743199","https://openalex.org/W1257380361","https://openalex.org/W142463596","https://openalex.org/W1547158732","https://openalex.org/W1972782958","https://openalex.org/W1987839426","https://openalex.org/W1993717606","https://openalex.org/W1997996331","https://openalex.org/W2019863380","https://openalex.org/W2026854879","https://openalex.org/W2041970641","https://openalex.org/W2042593695","https://openalex.org/W2059434321","https://openalex.org/W2059800482","https://openalex.org/W2069315453","https://openalex.org/W2078622091","https://openalex.org/W2094881247","https://openalex.org/W2099502830","https://openalex.org/W2111072639","https://openalex.org/W2131987814","https://openalex.org/W2134603844","https://openalex.org/W2138260443","https://openalex.org/W2141695047","https://openalex.org/W2142261479","https://openalex.org/W2148446997","https://openalex.org/W2159941442","https://openalex.org/W2160437295","https://openalex.org/W2210303234","https://openalex.org/W2249131805","https://openalex.org/W2331076574","https://openalex.org/W2332102766","https://openalex.org/W2368866994","https://openalex.org/W2374320646","https://openalex.org/W2404077489","https://openalex.org/W728297","https://openalex.org/W810908313"],"related_works":["https://openalex.org/W4297902562","https://openalex.org/W31566076","https://openalex.org/W2906710337","https://openalex.org/W2900292107","https://openalex.org/W2804652951","https://openalex.org/W2741186499","https://openalex.org/W2488522966","https://openalex.org/W2391447228","https://openalex.org/W2067443264","https://openalex.org/W1484886771"],"abstract_inverted_index":{"Embedding":[0],"cost-sensitive":[1,55],"factors":[2],"into":[3,45,63],"the":[4,7,12,24,46,50,54,64,68,72,79,87,93,97],"classifiers":[5],"increases":[6],"classification":[8,13,69,94,98,110],"stability":[9,70],"and":[10,19,89,115],"reduces":[11,86],"costs":[14,44],"for":[15],"classifying":[16],"high-scale,":[17],"redundant,":[18],"imbalanced":[20,116],"datasets,":[21],"such":[22],"as":[23,53],"gene":[25],"expression":[26],"data.":[27,117],"In":[28],"this":[29],"study,":[30],"we":[31,59],"extend":[32],"our":[33],"previous":[34],"work,":[35],"that":[36,78],"is,":[37],"Dissimilar":[38],"ELM":[39],"(D-ELM),":[40],"by":[41],"introducing":[42],"misclassification":[43],"classifier.":[47],"We":[48],"name":[49],"proposed":[51,73,104],"algorithm":[52,84],"D-ELM":[56],"(CS-D-ELM).":[57],"Furthermore,":[58],"embed":[60],"rejection":[61,80],"cost":[62,81,91],"CS-D-ELM":[65,83],"to":[66,109],"increase":[67],"of":[71,92,112],"algorithm.":[74],"Experimental":[75],"results":[76],"show":[77],"embedded":[82],"effectively":[85],"average":[88],"overall":[90],"process,":[95],"while":[96],"accuracy":[99],"still":[100],"remains":[101],"competitive.":[102],"The":[103],"method":[105],"can":[106],"be":[107],"extended":[108],"problems":[111],"other":[113],"redundant":[114]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2513092159","counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":7},{"year":2019,"cited_by_count":8},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":1}],"updated_date":"2025-01-19T06:44:56.658579","created_date":"2016-09-16"}