{"id":"https://openalex.org/W1578047458","doi":"https://doi.org/10.1007/978-3-642-21090-7_17","title":"A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset","display_name":"A Novel Classifier Ensemble Method Based on Class Weightening in Huge Dataset","publication_year":2011,"publication_date":"2011-01-01","ids":{"openalex":"https://openalex.org/W1578047458","doi":"https://doi.org/10.1007/978-3-642-21090-7_17","mag":"1578047458"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-21090-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21090-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5019606307","display_name":"Ham\u00efd Parv\u00efn","orcid":"https://orcid.org/0000-0001-8717-7711"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":true,"raw_author_name":"Hamid Parvin","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]},{"raw_affiliation_string":"School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057087345","display_name":"Behrouz Minaei\u2010Bidgoli","orcid":"https://orcid.org/0000-0002-9327-7345"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Behrouz Minaei","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]},{"raw_affiliation_string":"School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046457205","display_name":"Hosein Alizadeh","orcid":"https://orcid.org/0000-0002-9798-3562"},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Hosein Alizadeh","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]},{"raw_affiliation_string":"School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113502078","display_name":"Akram Beigi","orcid":null},"institutions":[{"id":"https://openalex.org/I67009956","display_name":"Iran University of Science and Technology","ror":"https://ror.org/01jw2p796","country_code":"IR","type":"education","lineage":["https://openalex.org/I67009956"]}],"countries":["IR"],"is_corresponding":false,"raw_author_name":"Akram Beigi","raw_affiliation_strings":["School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran"],"affiliations":[{"raw_affiliation_string":"School of Computer Engineering, Iran University of Science and Technology (IUST), Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]},{"raw_affiliation_string":"School of computer, engineering, Iran, University of Science & Technology, Tehran, Iran","institution_ids":["https://openalex.org/I67009956"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5019606307"],"corresponding_institution_ids":["https://openalex.org/I67009956"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":3.235,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.93106717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"144","last_page":"150"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10057","display_name":"Face and Expression Recognition","score":0.9972000122070312,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9958999752998352,"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/T12535","display_name":"Machine Learning and Data Classification","score":0.9926000237464905,"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/computer-science","display_name":"Computer science","score":0.7981648445129395},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.7485212683677673},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7306715846061707},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6727924346923828},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6567143797874451},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6207291483879089},{"id":"https://openalex.org/keywords/random-subspace-method","display_name":"Random subspace method","score":0.5882431864738464},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5629812479019165},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5116401314735413},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4966810345649719},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.4588288962841034},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.41453543305397034},{"id":"https://openalex.org/keywords/multiclass-classification","display_name":"Multiclass classification","score":0.4110139012336731},{"id":"https://openalex.org/keywords/margin-classifier","display_name":"Margin classifier","score":0.4104936420917511},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.36024749279022217}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7981648445129395},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.7485212683677673},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7306715846061707},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6727924346923828},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6567143797874451},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6207291483879089},{"id":"https://openalex.org/C106135958","wikidata":"https://www.wikidata.org/wiki/Q7291993","display_name":"Random subspace method","level":3,"score":0.5882431864738464},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5629812479019165},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5116401314735413},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4966810345649719},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.4588288962841034},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.41453543305397034},{"id":"https://openalex.org/C123860398","wikidata":"https://www.wikidata.org/wiki/Q6934605","display_name":"Multiclass classification","level":3,"score":0.4110139012336731},{"id":"https://openalex.org/C173102733","wikidata":"https://www.wikidata.org/wiki/Q6760396","display_name":"Margin classifier","level":3,"score":0.4104936420917511},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.36024749279022217},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-21090-7_17","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-21090-7_17","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/15","score":0.7300000190734863,"display_name":"Life in Land"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1520838332","https://openalex.org/W1536929369","https://openalex.org/W1594730842","https://openalex.org/W1988790447","https://openalex.org/W1995945562","https://openalex.org/W2068664402","https://openalex.org/W2097554207","https://openalex.org/W2100128988","https://openalex.org/W2133218489","https://openalex.org/W2166843422","https://openalex.org/W2799061466","https://openalex.org/W2911964244","https://openalex.org/W2912934387","https://openalex.org/W3106889297","https://openalex.org/W4244494905","https://openalex.org/W4248437541"],"related_works":["https://openalex.org/W1981866886","https://openalex.org/W2052615004","https://openalex.org/W1845209238","https://openalex.org/W2046975922","https://openalex.org/W4361733484","https://openalex.org/W4256395896","https://openalex.org/W3136871737","https://openalex.org/W4313492030","https://openalex.org/W2057416691","https://openalex.org/W1760344465"],"abstract_inverted_index":null,"counts_by_year":[{"year":2022,"cited_by_count":7},{"year":2021,"cited_by_count":8},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":4},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":6}],"updated_date":"2026-04-17T18:11:37.981687","created_date":"2025-10-10T00:00:00"}
