{"id":"https://openalex.org/W2065773841","doi":"https://doi.org/10.5220/0005066703480354","title":"The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System","display_name":"The Impact of the Diversity on Multiple Classifier System Performance - Identifying Changes in the Amount of Fuel in the Fleet Management System","publication_year":2014,"publication_date":"2014-01-01","ids":{"openalex":"https://openalex.org/W2065773841","doi":"https://doi.org/10.5220/0005066703480354","mag":"2065773841"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005066703480354","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.5220/0005066703480354","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5087937503","display_name":"Rafa\u0142 \u0141ysiak","orcid":null},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Rafa\u0142 \u0141ysiak","raw_affiliation_strings":["Wroclaw University of Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007796920","display_name":"Marek Kurzy\u0144ski","orcid":"https://orcid.org/0000-0002-0401-2725"},"institutions":[{"id":"https://openalex.org/I11923345","display_name":"Wroc\u0142aw University of Science and Technology","ror":"https://ror.org/008fyn775","country_code":"PL","type":"education","lineage":["https://openalex.org/I11923345"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Marek Kurzy\u0144ski","raw_affiliation_strings":["Wroclaw University of Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Wroclaw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":66},"biblio":{"volume":null,"issue":null,"first_page":"348","last_page":"354"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9886,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10876","display_name":"Fault Detection and Control Systems","score":0.9886,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/T14351","display_name":"Statistical and Computational Modeling","score":0.9706,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9679,"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":[],"concepts":[{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.66407925},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5759938},{"id":"https://openalex.org/C2781316041","wikidata":"https://www.wikidata.org/wiki/Q1230584","display_name":"Diversity (politics)","level":2,"score":0.49009216},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32049453},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005066703480354","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005066703480354","pdf_url":null,"source":{"id":"https://openalex.org/S4363608918","display_name":"Proceedings of the 15th International Conference on Informatics in Control, Automation and Robotics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":3,"referenced_works":["https://openalex.org/W1985442349","https://openalex.org/W2081361638","https://openalex.org/W2158275940"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2530322880","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2001405890","https://openalex.org/W1596801655"],"abstract_inverted_index":{"When":[0],"it":[1,15],"comes":[2],"to":[3,41,89,96,150],"the":[4,11,19,23,30,33,42,45,51,59,63,67,72,82,101,109,119,127,143,152,155],"use":[5],"of":[6,32,44,62,81,98,121,138],"any":[7],"recognition":[8],"systems":[9],"in":[10,100,118,126],"real":[12],"world":[13],"environment,":[14],"turns":[16],"out":[17],"that":[18,29,55],"reality":[20],"differs":[21],"from":[22,71],"theory.":[24],"There":[25],"is":[26],"an":[27],"assumption":[28],"distribution":[31,43],"incoming":[34,68],"data":[35,69],"will":[36],"be":[37],"at":[38,142],"least":[39],"similar":[40],"data,":[46],"which":[47,94],"were":[48],"used":[49],"during":[50],"learning":[52,56],"process":[53,134],"and":[54,75,140],"dataset":[57],"represents":[58],"entire":[60],"space":[61],"problem.":[64],"In":[65,104],"fact,":[66],"differ":[70],"training":[73],"set":[74],"usually":[76],"cover":[77],"only":[78],"a":[79],"part":[80],"feature":[83],"space.":[84],"Very":[85],"often":[86],"we":[87,107],"have":[88],"deal":[90],"with":[91],"imbalanced":[92],"datasets":[93],"leads":[95],"underfitting":[97],"classifiers":[99],"final":[102],"ensemble.":[103,156],"this":[105],"paper":[106],"present":[108],"Multiple":[110],"Classifier":[111,117],"System":[112],"based":[113],"on":[114],"Random":[115],"Reference":[116],"problem":[120],"fuel":[122],"level":[123],"change":[124],"detection":[125],"fleet":[128],"management":[129],"systems.":[130],"The":[131],"ensemble":[132],"selection":[133],"uses":[135],"probabilistic":[136],"measures":[137],"competence":[139],"diversity":[141,153],"same":[144],"time.":[145],"We":[146],"compare":[147],"different":[148],"methods":[149],"determine":[151],"within":[154]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2065773841","counts_by_year":[],"updated_date":"2024-12-11T20:18:19.053068","created_date":"2016-06-24"}