{"id":"https://openalex.org/W4388517797","doi":"https://doi.org/10.1109/fuzz52849.2023.10309726","title":"Fusion of a Fuzzy Rule-Based Method and Other Decision-Making Models in Injury Prediction Problem in Football","display_name":"Fusion of a Fuzzy Rule-Based Method and Other Decision-Making Models in Injury Prediction Problem in Football","publication_year":2023,"publication_date":"2023-08-13","ids":{"openalex":"https://openalex.org/W4388517797","doi":"https://doi.org/10.1109/fuzz52849.2023.10309726"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz52849.2023.10309726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","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/A5020351952","display_name":"Aleksandra Sadurska","orcid":"https://orcid.org/0000-0002-7129-5059"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Aleksandra Sadurska","raw_affiliation_strings":["Adam Mickiewicz University,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082950193","display_name":"Tomasz Pi\u0142ka","orcid":"https://orcid.org/0000-0003-1206-2076"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz Pi\u0142ka","raw_affiliation_strings":["Adam Mickiewicz University,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007239568","display_name":"Bart\u0142omiej Grzelak","orcid":"https://orcid.org/0000-0002-6132-651X"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Bart\u0142omiej Grzelak","raw_affiliation_strings":["Adam Mickiewicz University,KKS Lech Poznań,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,KKS Lech Poznań,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090537781","display_name":"Tomasz G\u00f3recki","orcid":"https://orcid.org/0000-0002-9969-5257"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Tomasz G\u00f3recki","raw_affiliation_strings":["Adam Mickiewicz University,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038493235","display_name":"Krzysztof Dyczkowski","orcid":"https://orcid.org/0000-0002-2897-3176"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Krzysztof Dyczkowski","raw_affiliation_strings":["Adam Mickiewicz University,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087887404","display_name":"Michal Rafal Zareba","orcid":"https://orcid.org/0000-0002-8525-2412"},"institutions":[{"id":"https://openalex.org/I59411706","display_name":"Adam Mickiewicz University in Pozna\u0144","ror":"https://ror.org/04g6bbq64","country_code":"PL","type":"education","lineage":["https://openalex.org/I59411706"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Micha\u0142 Zar\u0119ba","raw_affiliation_strings":["Adam Mickiewicz University,Poznań,Poland"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Adam Mickiewicz University,Poznań,Poland","institution_ids":["https://openalex.org/I59411706"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.8627,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.8049462,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10260","display_name":"Software Engineering Research","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T10260","display_name":"Software Engineering Research","score":0.9452000260353088,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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":0.9437000155448914,"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":0.707334578037262},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6886914968490601},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6124979853630066},{"id":"https://openalex.org/keywords/component","display_name":"Component (thermodynamics)","score":0.5841875672340393},{"id":"https://openalex.org/keywords/reliability","display_name":"Reliability (semiconductor)","score":0.5624419450759888},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.5339760780334473},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5270833373069763},{"id":"https://openalex.org/keywords/football","display_name":"Football","score":0.5041309595108032},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.4665386974811554},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.45163992047309875},{"id":"https://openalex.org/keywords/rule-based-system","display_name":"Rule-based system","score":0.4336891174316406},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3766629993915558},{"id":"https://openalex.org/keywords/fuzzy-control-system","display_name":"Fuzzy control system","score":0.23335611820220947}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.707334578037262},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6886914968490601},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6124979853630066},{"id":"https://openalex.org/C168167062","wikidata":"https://www.wikidata.org/wiki/Q1117970","display_name":"Component (thermodynamics)","level":2,"score":0.5841875672340393},{"id":"https://openalex.org/C43214815","wikidata":"https://www.wikidata.org/wiki/Q7310987","display_name":"Reliability (semiconductor)","level":3,"score":0.5624419450759888},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.5339760780334473},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5270833373069763},{"id":"https://openalex.org/C2778444522","wikidata":"https://www.wikidata.org/wiki/Q1081491","display_name":"Football","level":2,"score":0.5041309595108032},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.4665386974811554},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.45163992047309875},{"id":"https://openalex.org/C149271511","wikidata":"https://www.wikidata.org/wiki/Q1417149","display_name":"Rule-based system","level":2,"score":0.4336891174316406},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3766629993915558},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.23335611820220947},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz52849.2023.10309726","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz52849.2023.10309726","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Fuzzy Systems (FUZZ)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Peace, Justice and strong institutions","score":0.7900000214576721,"id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2102252264","https://openalex.org/W2148143831","https://openalex.org/W2295598076","https://openalex.org/W2617129083","https://openalex.org/W2620760558","https://openalex.org/W2987883775","https://openalex.org/W3027969853","https://openalex.org/W3036666899","https://openalex.org/W3094003808","https://openalex.org/W4205630233","https://openalex.org/W4220678881","https://openalex.org/W4232478844","https://openalex.org/W4248018214","https://openalex.org/W4317727240","https://openalex.org/W6769764061"],"related_works":["https://openalex.org/W2392139258","https://openalex.org/W2263538678","https://openalex.org/W2078633362","https://openalex.org/W2540184605","https://openalex.org/W2156706185","https://openalex.org/W2121837537","https://openalex.org/W97730999","https://openalex.org/W4237292651","https://openalex.org/W2076819047","https://openalex.org/W2512308592"],"abstract_inverted_index":{"As":[0,104],"injury":[1,44],"prevention":[2],"in":[3],"football":[4],"is":[5],"one":[6,63],"of":[7,11,43,57,64,72,80,88,126],"the":[8,41,46,53,65,70,73,78,105,113,121,139],"main":[9],"aspects":[10],"physical":[12],"preparation,":[13],"it":[14],"has":[15],"also":[16],"become":[17],"an":[18,81,89],"important":[19],"issue":[20],"addressed":[21],"by":[22],"researchers":[23],"and":[24,55,97,132],"analysts.":[25],"They":[26],"use":[27],"machine":[28,99,133],"learning":[29,100,134],"methods,":[30],"rule-based":[31,92],"decision":[32,74],"systems,":[33],"or":[34],"statistical":[35],"analysis,":[36],"however,":[37],"taking":[38],"into":[39],"account":[40],"complexity":[42],"prediction,":[45],"proposed":[47],"methods":[48],"still":[49],"need":[50],"to":[51,110,119,137],"improve":[52],"effectiveness":[54],"explainability":[56],"their":[58,117],"operation.":[59],"This":[60,124],"study":[61],"presents":[62],"approaches":[66],"aimed":[67],"at":[68],"improving":[69],"reliability":[71],"model":[75,83,115,135],"result,":[76],"namely":[77],"creation":[79],"ensemble":[82,114],"based":[84],"on":[85],"aggregated":[86],"results":[87],"expert":[90,127],"knowledge":[91],"model,":[93,96],"a":[94,98],"fuzzy":[95,130],"method":[101],"(XGBoost":[102],"algorithm).":[103],"component":[106],"models":[107],"are":[108],"designed":[109],"be":[111],"diverse,":[112],"combines":[116],"features":[118],"optimize":[120],"decision-making":[122],"process.":[123],"fusion":[125],"knowledge-based":[128],"system,":[129,131],"aims":[136],"enhance":[138],"predictive":[140],"outcomes.":[141]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}