{"id":"https://openalex.org/W2061458117","doi":"https://doi.org/10.1109/cisim.2010.5643694","title":"Chosen problems of designing effective Multiple Classifier Systems","display_name":"Chosen problems of designing effective Multiple Classifier Systems","publication_year":2010,"publication_date":"2010-10-01","ids":{"openalex":"https://openalex.org/W2061458117","doi":"https://doi.org/10.1109/cisim.2010.5643694","mag":"2061458117"},"language":"en","primary_location":{"id":"doi:10.1109/cisim.2010.5643694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisim.2010.5643694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Computer Information Systems and Industrial Management Applications (CISIM)","raw_type":"proceedings-article"},"type":"article","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/A5060936121","display_name":"Micha\u0142 Wo\u017aniak","orcid":"https://orcid.org/0000-0003-0146-4205"},"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":true,"raw_author_name":"Michal Wozniak","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Technology, Poland","Dept. of Systems and Computer Networks, Wroc\u0142aw University of Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Dept. of Systems and Computer Networks, Wroc\u0142aw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067928415","display_name":"Marcin Zmy\u015blony","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":"Marcin Zmyslony","raw_affiliation_strings":["Department of Systems and Computer Networks, Wroclaw University of Technology, Poland","Dept. of Systems and Computer Networks, Wroc\u0142aw University of Technology, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Systems and Computer Networks, Wroclaw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]},{"raw_affiliation_string":"Dept. of Systems and Computer Networks, Wroc\u0142aw University of Technology, Poland","institution_ids":["https://openalex.org/I11923345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060936121"],"corresponding_institution_ids":["https://openalex.org/I11923345"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.11319953,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"6077","issue":null,"first_page":"42","last_page":"47"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9876999855041504,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9876999855041504,"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/T11975","display_name":"Evolutionary Algorithms and Applications","score":0.9876000285148621,"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/T10876","display_name":"Fault Detection and Control Systems","score":0.9847999811172485,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7247148752212524},{"id":"https://openalex.org/keywords/voting","display_name":"Voting","score":0.7036208510398865},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6896955966949463},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.611482560634613},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47757700085639954},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.41906043887138367},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3348141312599182},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.07459372282028198}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7247148752212524},{"id":"https://openalex.org/C520049643","wikidata":"https://www.wikidata.org/wiki/Q189760","display_name":"Voting","level":3,"score":0.7036208510398865},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6896955966949463},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.611482560634613},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47757700085639954},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.41906043887138367},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3348141312599182},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.07459372282028198},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cisim.2010.5643694","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cisim.2010.5643694","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2010 International Conference on Computer Information Systems and Industrial Management Applications (CISIM)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1512417506","https://openalex.org/W1524877846","https://openalex.org/W1526753562","https://openalex.org/W1563376529","https://openalex.org/W1568704199","https://openalex.org/W1576808520","https://openalex.org/W1601795611","https://openalex.org/W1604810030","https://openalex.org/W1663973292","https://openalex.org/W1676820704","https://openalex.org/W1883340868","https://openalex.org/W2029896651","https://openalex.org/W2032904874","https://openalex.org/W2042052061","https://openalex.org/W2044604404","https://openalex.org/W2073040595","https://openalex.org/W2079935202","https://openalex.org/W2083259201","https://openalex.org/W2095539364","https://openalex.org/W2098154993","https://openalex.org/W2101040242","https://openalex.org/W2122558050","https://openalex.org/W2124868070","https://openalex.org/W2132549764","https://openalex.org/W2135293965","https://openalex.org/W2135724004","https://openalex.org/W2141434237","https://openalex.org/W2158275940","https://openalex.org/W2158869137","https://openalex.org/W2163621507","https://openalex.org/W2164568552","https://openalex.org/W2167917621","https://openalex.org/W2168847089","https://openalex.org/W2483571705","https://openalex.org/W2487087946","https://openalex.org/W2799061466","https://openalex.org/W4239875977","https://openalex.org/W4285719527","https://openalex.org/W6629510986","https://openalex.org/W6634460420","https://openalex.org/W6680416075","https://openalex.org/W7014191107"],"related_works":["https://openalex.org/W2086397253","https://openalex.org/W2133122801","https://openalex.org/W600422426","https://openalex.org/W2007156430","https://openalex.org/W3081478936","https://openalex.org/W2785612136","https://openalex.org/W1988224651","https://openalex.org/W2096179639","https://openalex.org/W2099529706","https://openalex.org/W2560916850"],"abstract_inverted_index":{"Paper":[0],"presents":[1],"a":[2],"brief":[3],"survey":[4],"of":[5,41],"the":[6,17,34,39],"main":[7],"topics":[8],"connected":[9],"with":[10],"Multiple":[11],"Classifier":[12],"Systems":[13],"design":[14,31],"task.":[15],"On":[16],"beginning":[18],"typical":[19],"topologies":[20],"are":[21],"described":[22],"and":[23,29],"then":[24],"we":[25,37],"focus":[26],"on":[27,45],"ensemble":[28],"fuser":[30],"methods.":[32],"In":[33],"last":[35],"section":[36],"show":[38],"limit":[40],"different":[42],"approaches":[43],"based":[44],"weighted":[46],"voting.":[47]},"counts_by_year":[{"year":2021,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}