{"id":"https://openalex.org/W2192176479","doi":"https://doi.org/10.1145/2832987.2833043","title":"Diversity Based Improved Bagging Algorithm","display_name":"Diversity Based Improved Bagging Algorithm","publication_year":2015,"publication_date":"2015-09-24","ids":{"openalex":"https://openalex.org/W2192176479","doi":"https://doi.org/10.1145/2832987.2833043","mag":"2192176479"},"language":"en","primary_location":{"id":"doi:10.1145/2832987.2833043","doi":"https://doi.org/10.1145/2832987.2833043","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2832987.2833043","pdf_url":null,"source":{"id":"https://openalex.org/S4306523894","display_name":"International Conference on Engineering & MIS (ICEMIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the The International Conference on Engineering &amp; MIS 2015","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5011240842","display_name":"Jafar Ahmad Abed Alzubi","orcid":"https://orcid.org/0000-0001-6724-1421","observed_orcids":["https://orcid.org/0000-0001-6724-1421","https://orcid.org/0000-0001-6799-8096"]},"institutions":[{"id":"https://openalex.org/I33926330","display_name":"Al-Balqa Applied University","ror":"https://ror.org/00qedmt22","country_code":"JO","type":"education","lineage":["https://openalex.org/I33926330"]}],"countries":["JO"],"is_corresponding":true,"raw_author_name":"Jafar A. Alzubi","raw_affiliation_strings":["Al-Balqa Applied University, Al-Salt, Jordan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Al-Balqa Applied University, Al-Salt, Jordan","institution_ids":["https://openalex.org/I33926330"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5011240842"],"corresponding_institution_ids":["https://openalex.org/I33926330"],"apc_list":null,"apc_paid":null,"fwci":0.6975,"has_fulltext":false,"cited_by_count":33,"citation_normalized_percentile":{"value":0.65876516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":88,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12535","display_name":"Machine Learning and Data Classification","score":0.8583999872207642,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.8583999872207642,"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/T11652","display_name":"Imbalanced Data Classification Techniques","score":0.09669999778270721,"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/T12072","display_name":"Machine Learning and Algorithms","score":0.007400000002235174,"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/bagging","display_name":"bagging","score":0.9279999732971191},{"id":"https://openalex.org/keywords/ensemble-classifiers","display_name":"ensemble classifiers","score":0.8050000071525574},{"id":"https://openalex.org/keywords/ensemble-pruning","display_name":"ensemble pruning","score":0.8989999890327454},{"id":"https://openalex.org/keywords/bootstrap-sampling","display_name":"bootstrap sampling","score":0.628000020980835},{"id":"https://openalex.org/keywords/base-classifier-selection","display_name":"base classifier selection","score":0.8690000176429749}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6976445317268372},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6678708791732788},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6304455995559692},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6296705603599548},{"id":"https://openalex.org/C108010975","wikidata":"https://www.wikidata.org/wiki/Q500094","display_name":"Pruning","level":2,"score":0.602203905582428},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5932252407073975},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.5808793902397156},{"id":"https://openalex.org/C162040801","wikidata":"https://www.wikidata.org/wiki/Q799897","display_name":"Bootstrap aggregating","level":2,"score":0.5150815844535828},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.431846022605896},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38180869817733765},{"id":"https://openalex.org/C6557445","wikidata":"https://www.wikidata.org/wiki/Q173113","display_name":"Agronomy","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/2832987.2833043","doi":"https://doi.org/10.1145/2832987.2833043","is_oa":false,"landing_page_url":"https://doi.org/10.1145/2832987.2833043","pdf_url":null,"source":{"id":"https://openalex.org/S4306523894","display_name":"International Conference on Engineering & MIS (ICEMIS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the The International Conference on Engineering &amp; MIS 2015","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1535931533","https://openalex.org/W1540371141","https://openalex.org/W1542433634","https://openalex.org/W1562197959","https://openalex.org/W1573228426","https://openalex.org/W1995945562","https://openalex.org/W2034463921","https://openalex.org/W2065165463","https://openalex.org/W2084812512","https://openalex.org/W2098191394","https://openalex.org/W2124868070","https://openalex.org/W2167787536","https://openalex.org/W2170375089","https://openalex.org/W2309755354","https://openalex.org/W2355370852","https://openalex.org/W2487087946","https://openalex.org/W2602256192","https://openalex.org/W2912934387","https://openalex.org/W3106889297","https://openalex.org/W4240982680","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W2412814184","https://openalex.org/W2006550254","https://openalex.org/W3117380426","https://openalex.org/W2162413507","https://openalex.org/W1969754734","https://openalex.org/W1982712747","https://openalex.org/W37976715","https://openalex.org/W2891740328","https://openalex.org/W2142501962","https://openalex.org/W7099741454"],"abstract_inverted_index":{"Bagging":[0,67],"is":[1,36,48,73],"a":[2,49],"well":[3],"known":[4],"method":[5,51],"for":[6,52],"designing":[7],"classifier":[8,15],"ensembles.":[9],"It":[10],"builds":[11],"an":[12,29],"ensemble":[13,53],"of":[14,21],"trained":[16],"on":[17,76],"different":[18],"bootstrap":[19],"replicates":[20],"the":[22,78],"training":[23],"data":[24],"set.":[25],"In":[26],"this":[27],"paper":[28],"improvement":[30],"to":[31],"bagging":[32],"algorithm":[33],"called":[34],"DivBagging":[35,47],"presented":[37],"and":[38,68],"studied":[39],"in":[40],"depth.":[41],"The":[42],"experimental":[43],"results":[44],"show":[45],"that":[46,57],"promising":[50],"pruning.":[54],"We":[55],"believe":[56],"it":[58],"has":[59],"many":[60],"advantages":[61],"over":[62],"similar":[63],"methods":[64],"such":[65],"as":[66],"Learn":[69],"because":[70],"their":[71],"mechanism":[72],"solely":[74],"based":[75],"selecting":[77],"most":[79],"accurate":[80],"base":[81],"classifiers.":[82]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":6},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":2},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-10-05T09:50:58.205359","created_date":"2016-06-24T00:00:00"}
