{"id":"https://openalex.org/W4415003861","doi":"https://doi.org/10.1109/acit65614.2025.11185655","title":"Modeling of Diagnostic and Decision-Making Systems Based on the Combination of Fuzzy Logic and Dempster\u2013Shafer Theory","display_name":"Modeling of Diagnostic and Decision-Making Systems Based on the Combination of Fuzzy Logic and Dempster\u2013Shafer Theory","publication_year":2025,"publication_date":"2025-09-17","ids":{"openalex":"https://openalex.org/W4415003861","doi":"https://doi.org/10.1109/acit65614.2025.11185655"},"language":"en","primary_location":{"id":"doi:10.1109/acit65614.2025.11185655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","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/A5013395839","display_name":"\u041d\u0430\u0442\u0430\u043b\u0456\u044f \u041a\u043e\u043c\u043b\u0435\u0432\u0430","orcid":"https://orcid.org/0000-0001-9627-8530"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":true,"raw_author_name":"Nataliia Komleva","raw_affiliation_strings":["Odesа Polytechnic National University,Software Engineering Department,Odesa,Ukraine"],"affiliations":[{"raw_affiliation_string":"Odesа Polytechnic National University,Software Engineering Department,Odesa,Ukraine","institution_ids":["https://openalex.org/I40179345"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043005062","display_name":"Svetlana Antoshchuk","orcid":"https://orcid.org/0000-0002-9346-145X"},"institutions":[{"id":"https://openalex.org/I40179345","display_name":"Odessa National Polytechnic University","ror":"https://ror.org/05xaz0w84","country_code":"UA","type":"education","lineage":["https://openalex.org/I40179345"]}],"countries":["UA"],"is_corresponding":false,"raw_author_name":"Svetlana Antoshchuk","raw_affiliation_strings":["Odesа Polytechnic National University,Information Systems Department,Odesa,Ukraine"],"affiliations":[{"raw_affiliation_string":"Odesа Polytechnic National University,Information Systems Department,Odesa,Ukraine","institution_ids":["https://openalex.org/I40179345"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5013395839"],"corresponding_institution_ids":["https://openalex.org/I40179345"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.37547079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"114","last_page":"117"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.9138000011444092,"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/T14420","display_name":"Advanced Research in Systems and Signal Processing","score":0.9138000011444092,"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/fuzzy-logic","display_name":"Fuzzy logic","score":0.6614000201225281},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4465999901294708},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.4059999883174896},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.3652999997138977},{"id":"https://openalex.org/keywords/fuzzy-set-operations","display_name":"Fuzzy set operations","score":0.3628000020980835},{"id":"https://openalex.org/keywords/transformation","display_name":"Transformation (genetics)","score":0.3569999933242798},{"id":"https://openalex.org/keywords/neuro-fuzzy","display_name":"Neuro-fuzzy","score":0.3546999990940094}],"concepts":[{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.6614000201225281},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.621399998664856},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6050999760627747},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.453000009059906},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4465999901294708},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.4059999883174896},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.3652999997138977},{"id":"https://openalex.org/C148671577","wikidata":"https://www.wikidata.org/wiki/Q5511133","display_name":"Fuzzy set operations","level":4,"score":0.3628000020980835},{"id":"https://openalex.org/C204241405","wikidata":"https://www.wikidata.org/wiki/Q461499","display_name":"Transformation (genetics)","level":3,"score":0.3569999933242798},{"id":"https://openalex.org/C29470771","wikidata":"https://www.wikidata.org/wiki/Q4165150","display_name":"Neuro-fuzzy","level":4,"score":0.3546999990940094},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3384999930858612},{"id":"https://openalex.org/C156201811","wikidata":"https://www.wikidata.org/wiki/Q5418360","display_name":"Evidential reasoning approach","level":4,"score":0.29989999532699585},{"id":"https://openalex.org/C28901747","wikidata":"https://www.wikidata.org/wiki/Q177571","display_name":"Decision theory","level":2,"score":0.29280000925064087},{"id":"https://openalex.org/C195975749","wikidata":"https://www.wikidata.org/wiki/Q1475705","display_name":"Fuzzy control system","level":3,"score":0.2897000014781952},{"id":"https://openalex.org/C37335422","wikidata":"https://www.wikidata.org/wiki/Q6888134","display_name":"Model-based reasoning","level":3,"score":0.28130000829696655},{"id":"https://openalex.org/C170260401","wikidata":"https://www.wikidata.org/wiki/Q5251735","display_name":"Defuzzification","level":5,"score":0.2761000096797943},{"id":"https://openalex.org/C144170203","wikidata":"https://www.wikidata.org/wiki/Q5511099","display_name":"Fuzzy associative matrix","level":5,"score":0.27480000257492065},{"id":"https://openalex.org/C1883856","wikidata":"https://www.wikidata.org/wiki/Q3407463","display_name":"Fuzzy number","level":4,"score":0.2736000120639801},{"id":"https://openalex.org/C137912672","wikidata":"https://www.wikidata.org/wiki/Q1967096","display_name":"Possibility theory","level":4,"score":0.25459998846054077}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/acit65614.2025.11185655","is_oa":false,"landing_page_url":"https://doi.org/10.1109/acit65614.2025.11185655","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 15th International Conference on Advanced Computer Information Technologies (ACIT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":15,"referenced_works":["https://openalex.org/W2528355124","https://openalex.org/W3000368286","https://openalex.org/W3135619456","https://openalex.org/W3156845052","https://openalex.org/W3167853835","https://openalex.org/W3176249631","https://openalex.org/W3217311721","https://openalex.org/W4223897341","https://openalex.org/W4281707631","https://openalex.org/W4295789164","https://openalex.org/W4376114065","https://openalex.org/W4385609783","https://openalex.org/W4385834756","https://openalex.org/W4391131320","https://openalex.org/W4403507896"],"related_works":[],"abstract_inverted_index":{"The":[0,26,64],"paper":[1],"presents":[2],"a":[3],"formal":[4],"approach":[5],"to":[6],"diagnostic":[7],"decision-making":[8,51],"under":[9],"conditions":[10],"of":[11,20,31,46,61,88],"structural":[12],"and":[13,23,76],"informational":[14],"uncertainty,":[15],"based":[16],"on":[17],"the":[18,29,59,86,89],"integration":[19],"fuzzy":[21,62],"logic":[22],"Dempster\u2013Shafer":[24],"theory.":[25],"method":[27],"enables":[28],"transformation":[30],"expert":[32,67],"linguistic":[33],"evaluations":[34],"into":[35],"belief":[36],"mass":[37],"functions":[38],"with":[39,58,94],"trust-based":[40],"weighting,":[41],"allowing":[42],"for":[43],"differentiated":[44],"treatment":[45],"heterogeneous":[47],"expertise.":[48],"A":[49],"structural-informational":[50],"model":[52,65,90],"is":[53],"introduced,":[54],"combining":[55],"hypothesis-level":[56],"reasoning":[57],"analysis":[60],"observations.":[63],"incorporates":[66],"conflict":[68],"detection":[69],"via":[70],"Kullback\u2013Leibler":[71],"divergence,":[72],"adaptive":[73],"confidence":[74],"thresholding,":[75],"selective":[77],"decision":[78],"refusal":[79],"in":[80,91],"ambiguous":[81],"cases.":[82],"Experimental":[83],"results":[84],"demonstrate":[85],"effectiveness":[87],"complex":[92],"environments":[93],"limited":[95],"resources.":[96]},"counts_by_year":[],"updated_date":"2026-03-07T16:01:11.037858","created_date":"2025-10-10T00:00:00"}