{"id":"https://openalex.org/W2789885537","doi":"https://doi.org/10.1007/s00500-018-3036-x","title":"Knowledge aggregation in decision-making process with C-fuzzy random forest using OWA operators","display_name":"Knowledge aggregation in decision-making process with C-fuzzy random forest using OWA operators","publication_year":2018,"publication_date":"2018-01-31","ids":{"openalex":"https://openalex.org/W2789885537","doi":"https://doi.org/10.1007/s00500-018-3036-x","mag":"2789885537"},"language":"en","primary_location":{"id":"doi:10.1007/s00500-018-3036-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-018-3036-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00500-018-3036-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs00500-018-3036-x.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5063978223","display_name":"\u0141ukasz Gadomer","orcid":null},"institutions":[{"id":"https://openalex.org/I1323121030","display_name":"Bialystok University of Technology","ror":"https://ror.org/02bzfsy61","country_code":"PL","type":"education","lineage":["https://openalex.org/I1323121030"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"\u0141ukasz Gadomer","raw_affiliation_strings":["Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland","institution_ids":["https://openalex.org/I1323121030"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5056729537","display_name":"Zenon A. Sosnowski","orcid":"https://orcid.org/0000-0002-6911-5944"},"institutions":[{"id":"https://openalex.org/I1323121030","display_name":"Bialystok University of Technology","ror":"https://ror.org/02bzfsy61","country_code":"PL","type":"education","lineage":["https://openalex.org/I1323121030"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Zenon A. Sosnowski","raw_affiliation_strings":["Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland"],"affiliations":[{"raw_affiliation_string":"Faculty of Computer Science, Bialystok University of Technology, Bialystok, Poland","institution_ids":["https://openalex.org/I1323121030"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5063978223"],"corresponding_institution_ids":["https://openalex.org/I1323121030"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":1.4823,"has_fulltext":true,"cited_by_count":10,"citation_normalized_percentile":{"value":0.83575358,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"23","issue":"11","first_page":"3741","last_page":"3755"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9976999759674072,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9900000095367432,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.975600004196167,"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/randomness","display_name":"Randomness","score":0.7342364192008972},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.6698971390724182},{"id":"https://openalex.org/keywords/random-forest","display_name":"Random forest","score":0.6373429298400879},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5796523094177246},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5763384699821472},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5310013294219971},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5017848014831543},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4666115641593933},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45347243547439575},{"id":"https://openalex.org/keywords/decision-tree-learning","display_name":"Decision tree learning","score":0.4398634433746338},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.42573976516723633},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.34059593081474304},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13946011662483215}],"concepts":[{"id":"https://openalex.org/C125112378","wikidata":"https://www.wikidata.org/wiki/Q176640","display_name":"Randomness","level":2,"score":0.7342364192008972},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.6698971390724182},{"id":"https://openalex.org/C169258074","wikidata":"https://www.wikidata.org/wiki/Q245748","display_name":"Random forest","level":2,"score":0.6373429298400879},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5796523094177246},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5763384699821472},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5310013294219971},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5017848014831543},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4666115641593933},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45347243547439575},{"id":"https://openalex.org/C5481197","wikidata":"https://www.wikidata.org/wiki/Q16766476","display_name":"Decision tree learning","level":3,"score":0.4398634433746338},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.42573976516723633},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.34059593081474304},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13946011662483215}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s00500-018-3036-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-018-3036-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00500-018-3036-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1007/s00500-018-3036-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s00500-018-3036-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs00500-018-3036-x.pdf","source":{"id":"https://openalex.org/S65753830","display_name":"Soft Computing","issn_l":"1432-7643","issn":["1432-7643","1433-7479"],"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":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Soft Computing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320323075","display_name":"Politechnika Bialostocka","ror":"https://ror.org/02bzfsy61"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2789885537.pdf","grobid_xml":"https://content.openalex.org/works/W2789885537.grobid-xml"},"referenced_works_count":22,"referenced_works":["https://openalex.org/W155291262","https://openalex.org/W1575029292","https://openalex.org/W1981039744","https://openalex.org/W2014709779","https://openalex.org/W2021422665","https://openalex.org/W2039774423","https://openalex.org/W2044148583","https://openalex.org/W2060605237","https://openalex.org/W2060907774","https://openalex.org/W2067787862","https://openalex.org/W2103478177","https://openalex.org/W2113076747","https://openalex.org/W2119475352","https://openalex.org/W2127411386","https://openalex.org/W2135054460","https://openalex.org/W2155229113","https://openalex.org/W2156909104","https://openalex.org/W2158195181","https://openalex.org/W2165424028","https://openalex.org/W2510118262","https://openalex.org/W2911964244","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2889302474","https://openalex.org/W4366990902","https://openalex.org/W4317732970","https://openalex.org/W4388550696","https://openalex.org/W4321636153","https://openalex.org/W4313289487","https://openalex.org/W2591672004","https://openalex.org/W1982169401","https://openalex.org/W2356463514","https://openalex.org/W4319437832"],"abstract_inverted_index":{"The":[0,95,112],"idea":[1],"of":[2,33,38,47,73,114],"knowledge":[3],"aggregation":[4],"contained":[5],"in":[6,23,62,99],"C-fuzzy":[7,16,26,39,109],"decision":[8,40,105,110],"tree":[9,61,106],"nodes":[10],"with":[11,101],"OWA":[12,48,58,67,74,118],"operators":[13,49,75,119],"during":[14],"the":[15,51,63,69,86,121],"random":[17,27],"forest":[18,28,64],"decision-making":[19],"process":[20],"is":[21,29],"presented":[22],"this":[24],"paper.":[25],"a":[30,79],"new":[31],"kind":[32],"ensemble":[34],"classifier":[35,96],"which":[36],"consists":[37],"trees.":[41],"There":[42],"are":[43,76],"proposed":[44,117],"three":[45],"kinds":[46],"for":[50,59,68],"given":[52],"problem,":[53],"called":[54],"Local":[55],"OWA,":[56],"global":[57,66],"each":[60],"and":[65,107,116],"whole":[70],"forest.":[71],"Weights":[72],"optimized":[77],"using":[78,92],"genetic":[80],"algorithm.":[81],"In":[82],"order":[83],"to":[84],"evaluate":[85],"created":[87],"classifier,":[88],"experiments":[89],"were":[90],"performed":[91],"ten":[93],"datasets.":[94],"was":[97,124],"checked":[98],"comparison":[100],"C4.5":[102],"rev.":[103],"8":[104],"single":[108],"tree.":[111],"influence":[113],"randomness":[115],"on":[120],"classification":[122],"accuracy":[123],"tested.":[125]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
