{"id":"https://openalex.org/W1973129451","doi":"https://doi.org/10.1109/ijcnn.2013.6706822","title":"Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm","display_name":"Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm","publication_year":2013,"publication_date":"2013-08-01","ids":{"openalex":"https://openalex.org/W1973129451","doi":"https://doi.org/10.1109/ijcnn.2013.6706822","mag":"1973129451"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2013.6706822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://figshare.com/articles/conference_contribution/Cluster_oriented_ensemble_classifiers_using_multi-objective_evolutionary_algorithm/13399274","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5000151716","display_name":"Ashfaqur Rahman","orcid":"https://orcid.org/0000-0002-0236-5447"},"institutions":[{"id":"https://openalex.org/I1292875679","display_name":"Commonwealth Scientific and Industrial Research Organisation","ror":"https://ror.org/03qn8fb07","country_code":"AU","type":"funder","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4387156119"]},{"id":"https://openalex.org/I4210101388","display_name":"Health Sciences and Nutrition","ror":"https://ror.org/0152bt112","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1292875679","https://openalex.org/I2801453606","https://openalex.org/I4210101388","https://openalex.org/I4387156119"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Ashfaqur Rahman","raw_affiliation_strings":["CSIRO, Intelligent Sensing and Systems Laboratory (ISSL)","Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia"],"affiliations":[{"raw_affiliation_string":"CSIRO, Intelligent Sensing and Systems Laboratory (ISSL)","institution_ids":["https://openalex.org/I1292875679"]},{"raw_affiliation_string":"Commonwealth Scientific and Industrial Research Organisation, Canberra, Australia","institution_ids":["https://openalex.org/I4210101388","https://openalex.org/I1292875679"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5026528338","display_name":"Brijesh Verma","orcid":"https://orcid.org/0000-0002-4618-0479"},"institutions":[{"id":"https://openalex.org/I74899385","display_name":"Central Queensland University","ror":"https://ror.org/023q4bk22","country_code":"AU","type":"education","lineage":["https://openalex.org/I74899385"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brijesh Verma","raw_affiliation_strings":["Centre for Intelligent and Networked Systems, Central Queensland University","Central Queensland University, Rockhampton, Australia"],"affiliations":[{"raw_affiliation_string":"Centre for Intelligent and Networked Systems, Central Queensland University","institution_ids":["https://openalex.org/I74899385"]},{"raw_affiliation_string":"Central Queensland University, Rockhampton, Australia","institution_ids":["https://openalex.org/I74899385"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5000151716"],"corresponding_institution_ids":["https://openalex.org/I1292875679","https://openalex.org/I4210101388"],"apc_list":null,"apc_paid":null,"fwci":0.4942,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.75077896,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"29","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980999827384949,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9980999827384949,"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/T12391","display_name":"Artificial Immune Systems Applications","score":0.9919999837875366,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9890999794006348,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7439075708389282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6811769008636475},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5801757574081421},{"id":"https://openalex.org/keywords/evolutionary-algorithm","display_name":"Evolutionary algorithm","score":0.5633453130722046},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5500112175941467},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4619934856891632},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45584529638290405},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.43318891525268555},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41570496559143066},{"id":"https://openalex.org/keywords/cascading-classifiers","display_name":"Cascading classifiers","score":0.4107736051082611},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39815276861190796},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.3970583975315094},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3481712341308594}],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7439075708389282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6811769008636475},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5801757574081421},{"id":"https://openalex.org/C159149176","wikidata":"https://www.wikidata.org/wiki/Q14489129","display_name":"Evolutionary algorithm","level":2,"score":0.5633453130722046},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5500112175941467},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4619934856891632},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45584529638290405},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.43318891525268555},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41570496559143066},{"id":"https://openalex.org/C40651066","wikidata":"https://www.wikidata.org/wiki/Q5048220","display_name":"Cascading classifiers","level":4,"score":0.4107736051082611},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39815276861190796},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.3970583975315094},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3481712341308594},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2013.6706822","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2013.6706822","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 2013 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:acquire.cqu.edu.au:cqu:10590","is_oa":false,"landing_page_url":"http://hdl.cqu.edu.au/10018/1015918","pdf_url":null,"source":{"id":"https://openalex.org/S4306400635","display_name":"Acquire (CQUniversity)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I74899385","host_organization_name":"Central Queensland University","host_organization_lineage":["https://openalex.org/I74899385"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Rahman, A, Verma, B 2013, 'Cluster oriented ensemble classifiers using multi-objective evolutionary algorithm', The 2013 International Joint Conference on Neural Networks (IJCNN), IEEE, Piscataway, NJ, USA, http://dx.doi.org/10.1109/IJCNN.2013.6706822","raw_type":"<dc:type>Conference Paper."},{"id":"pmh:oai:figshare.com:article/13399274","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Cluster_oriented_ensemble_classifiers_using_multi-objective_evolutionary_algorithm/13399274","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:figshare.com:article/13399274","is_oa":true,"landing_page_url":"https://figshare.com/articles/conference_contribution/Cluster_oriented_ensemble_classifiers_using_multi-objective_evolutionary_algorithm/13399274","pdf_url":null,"source":{"id":"https://openalex.org/S4377196282","display_name":"Figshare","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210132348","host_organization_name":"Figshare (United Kingdom)","host_organization_lineage":["https://openalex.org/I4210132348"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W1479771599","https://openalex.org/W1505910962","https://openalex.org/W1595498733","https://openalex.org/W1988790447","https://openalex.org/W2015845628","https://openalex.org/W2019384989","https://openalex.org/W2041490442","https://openalex.org/W2100128988","https://openalex.org/W2116374865","https://openalex.org/W2122892819","https://openalex.org/W2133990480","https://openalex.org/W2140229565","https://openalex.org/W2147564534","https://openalex.org/W2153635508","https://openalex.org/W2169309054","https://openalex.org/W2243662349","https://openalex.org/W2912934387","https://openalex.org/W3004732066","https://openalex.org/W4212883601","https://openalex.org/W6655263397"],"related_works":["https://openalex.org/W2046975922","https://openalex.org/W1933712933","https://openalex.org/W2057416691","https://openalex.org/W4256395896","https://openalex.org/W2968660735","https://openalex.org/W2245276335","https://openalex.org/W1760344465","https://openalex.org/W1985828740","https://openalex.org/W4205397888","https://openalex.org/W3094789558"],"abstract_inverted_index":{"In":[0,18],"this":[1,71],"paper,":[2],"we":[3],"present":[4],"an":[5],"application":[6],"of":[7,38,56,61,76,85,94,105,114,123,139,151],"Multi-Objective":[8],"Evolutionary":[9],"Algorithm":[10],"(MOEA)":[11],"for":[12,102],"generating":[13],"cluster":[14],"oriented":[15],"ensemble":[16,87,152],"classifier.":[17,153],"our":[19],"recently":[20],"developed":[21],"Non-Uniform":[22],"Layered":[23],"Cluster":[24],"Oriented":[25],"Ensemble":[26],"Classifier":[27],"(NULCOEC),":[28],"the":[29,49,62,67,74,86,103,111,121,137,145,149],"data":[30],"set":[31,113],"is":[32,58,89],"partitioned":[33],"into":[34],"a":[35,59,92],"variable":[36],"number":[37],"clusters":[39,50,108],"at":[40,51],"different":[41,52],"layers.":[42,53],"Base":[43],"classifiers":[44],"are":[45],"then":[46,100],"trained":[47],"on":[48],"The":[54,141],"performance":[55,150],"NULCOEC":[57],"function":[60,93],"vector":[63],"(layers,":[64],"clusters)":[65],"and":[66,83,96,107,133],"research":[68],"presented":[69],"in":[70],"paper":[72],"investigates":[73],"implication":[75],"applying":[77],"MOEA":[78,99,146],"to":[79,109],"generate":[80],"NULCOEC.":[81],"Accuracy":[82],"diversity":[84],"classifier":[88],"expressed":[90],"as":[91],"layers":[95,106],"clusters.":[97],"A":[98],"searches":[101],"combination":[104],"obtain":[110],"non-dominated":[112],"(accuracy,":[115],"diversity).":[116],"We":[117],"have":[118],"also":[119],"obtained":[120],"results":[122,138,142],"single":[124],"objective":[125],"optimization":[126],"(i.e.":[127],"optimizing":[128],"either":[129],"accuracy":[130],"or":[131],"diversity)":[132],"compared":[134],"them":[135],"with":[136],"MOEA.":[140],"show":[143],"that":[144],"can":[147],"improve":[148]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2014,"cited_by_count":1}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}