{"id":"https://openalex.org/W4391809147","doi":"https://doi.org/10.1145/3635059.3635071","title":"Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection","display_name":"Automatic Fuzzy Cognitive Maps for Explainable Image-based Pneumonia Detection","publication_year":2023,"publication_date":"2023-11-24","ids":{"openalex":"https://openalex.org/W4391809147","doi":"https://doi.org/10.1145/3635059.3635071"},"language":"en","primary_location":{"id":"doi:10.1145/3635059.3635071","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635059.3635071","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635059.3635071","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://dl.acm.org/doi/pdf/10.1145/3635059.3635071","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083838761","display_name":"Georgia Sovatzidi","orcid":"https://orcid.org/0000-0002-8626-5549"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Georgia Sovatzidi","raw_affiliation_strings":["University of Thessaly, Greece"],"affiliations":[{"raw_affiliation_string":"University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011125924","display_name":"Michael D. Vasilakakis","orcid":"https://orcid.org/0000-0003-0739-0040"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michael Vasilakakis","raw_affiliation_strings":["University of Thessaly, Greece"],"affiliations":[{"raw_affiliation_string":"University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020655974","display_name":"Dimitris K. Iakovidis","orcid":"https://orcid.org/0000-0002-5027-5323"},"institutions":[{"id":"https://openalex.org/I145722265","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31","country_code":"GR","type":"education","lineage":["https://openalex.org/I145722265"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris Iakovidis","raw_affiliation_strings":["University of Thessaly, Greece"],"affiliations":[{"raw_affiliation_string":"University of Thessaly, Greece","institution_ids":["https://openalex.org/I145722265"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5083838761"],"corresponding_institution_ids":["https://openalex.org/I145722265"],"apc_list":null,"apc_paid":null,"fwci":0.173,"has_fulltext":true,"cited_by_count":1,"citation_normalized_percentile":{"value":0.60784686,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"74","last_page":"78"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12805","display_name":"Cognitive Science and Mapping","score":0.998199999332428,"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/T12805","display_name":"Cognitive Science and Mapping","score":0.998199999332428,"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/T13062","display_name":"Cognitive Computing and Networks","score":0.9886999726295471,"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/T13382","display_name":"Robotics and Automated Systems","score":0.9128999710083008,"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-cognitive-map","display_name":"Fuzzy cognitive map","score":0.7434229254722595},{"id":"https://openalex.org/keywords/pneumonia","display_name":"Pneumonia","score":0.604425847530365},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5910558700561523},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5473674535751343},{"id":"https://openalex.org/keywords/cognition","display_name":"Cognition","score":0.5190068483352661},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.517614483833313},{"id":"https://openalex.org/keywords/coronavirus-disease-2019","display_name":"Coronavirus disease 2019 (COVID-19)","score":0.4592215418815613},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4262763559818268},{"id":"https://openalex.org/keywords/scheme","display_name":"Scheme (mathematics)","score":0.4170067012310028},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38991987705230713},{"id":"https://openalex.org/keywords/disease","display_name":"Disease","score":0.3742869198322296},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.2968204617500305},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.26988619565963745},{"id":"https://openalex.org/keywords/infectious-disease","display_name":"Infectious disease (medical specialty)","score":0.2108442187309265},{"id":"https://openalex.org/keywords/fuzzy-classification","display_name":"Fuzzy classification","score":0.1706850230693817},{"id":"https://openalex.org/keywords/pathology","display_name":"Pathology","score":0.15933704376220703},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.11363184452056885}],"concepts":[{"id":"https://openalex.org/C5041914","wikidata":"https://www.wikidata.org/wiki/Q5511107","display_name":"Fuzzy cognitive map","level":5,"score":0.7434229254722595},{"id":"https://openalex.org/C2777914695","wikidata":"https://www.wikidata.org/wiki/Q12192","display_name":"Pneumonia","level":2,"score":0.604425847530365},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5910558700561523},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5473674535751343},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.5190068483352661},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.517614483833313},{"id":"https://openalex.org/C3008058167","wikidata":"https://www.wikidata.org/wiki/Q84263196","display_name":"Coronavirus disease 2019 (COVID-19)","level":4,"score":0.4592215418815613},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4262763559818268},{"id":"https://openalex.org/C77618280","wikidata":"https://www.wikidata.org/wiki/Q1155772","display_name":"Scheme (mathematics)","level":2,"score":0.4170067012310028},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38991987705230713},{"id":"https://openalex.org/C2779134260","wikidata":"https://www.wikidata.org/wiki/Q12136","display_name":"Disease","level":2,"score":0.3742869198322296},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.2968204617500305},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.26988619565963745},{"id":"https://openalex.org/C524204448","wikidata":"https://www.wikidata.org/wiki/Q788926","display_name":"Infectious disease (medical specialty)","level":3,"score":0.2108442187309265},{"id":"https://openalex.org/C127385683","wikidata":"https://www.wikidata.org/wiki/Q1475696","display_name":"Fuzzy classification","level":4,"score":0.1706850230693817},{"id":"https://openalex.org/C142724271","wikidata":"https://www.wikidata.org/wiki/Q7208","display_name":"Pathology","level":1,"score":0.15933704376220703},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.11363184452056885},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C126322002","wikidata":"https://www.wikidata.org/wiki/Q11180","display_name":"Internal medicine","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3635059.3635071","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635059.3635071","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635059.3635071","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.1145/3635059.3635071","is_oa":true,"landing_page_url":"https://doi.org/10.1145/3635059.3635071","pdf_url":"https://dl.acm.org/doi/pdf/10.1145/3635059.3635071","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 27th Pan-Hellenic Conference on Progress in Computing and Informatics","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3867667212","display_name":null,"funder_award_id":"5922","funder_id":"https://openalex.org/F4320323817","funder_display_name":"Universitas Brawijaya"}],"funders":[{"id":"https://openalex.org/F4320323817","display_name":"Universitas Brawijaya","ror":"https://ror.org/01wk3d929"},{"id":"https://openalex.org/F4320326537","display_name":"University of Thessaly","ror":"https://ror.org/04v4g9h31"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391809147.pdf","grobid_xml":"https://content.openalex.org/works/W4391809147.grobid-xml"},"referenced_works_count":15,"referenced_works":["https://openalex.org/W2006163957","https://openalex.org/W2117079902","https://openalex.org/W2127547766","https://openalex.org/W2132984323","https://openalex.org/W2158698691","https://openalex.org/W2748669035","https://openalex.org/W3013277995","https://openalex.org/W3021476631","https://openalex.org/W3114879717","https://openalex.org/W3165076864","https://openalex.org/W3174914505","https://openalex.org/W3214514486","https://openalex.org/W4205734316","https://openalex.org/W4248646870","https://openalex.org/W6674155647"],"related_works":["https://openalex.org/W2063798559","https://openalex.org/W2343440291","https://openalex.org/W2991207020","https://openalex.org/W1661487699","https://openalex.org/W2372922208","https://openalex.org/W1491151750","https://openalex.org/W2047490267","https://openalex.org/W2777396095","https://openalex.org/W2566239125","https://openalex.org/W2617561368"],"abstract_inverted_index":{"Pneumonia":[0,22],"has":[1],"a":[2,38,50,56,78],"significant":[3],"impact":[4],"on":[5,55],"morbidity":[6],"and":[7,10,40],"mortality":[8],"worldwide":[9],"is":[11,24,36,61,67,77,100],"associated":[12],"with":[13],"serious":[14],"diseases,":[15],"such":[16],"as":[17],"coronavirus":[18],"disease":[19],"2019":[20],"(COVID-19).":[21],"diagnosis":[23],"typically":[25],"performed":[26],"by":[27],"medical":[28],"experts,":[29],"trained":[30],"to":[31],"evaluate":[32],"chest":[33],"x-rays,":[34],"which":[35,76],"usually":[37],"difficult":[39],"time-consuming":[41],"task.":[42],"To":[43],"address":[44],"this":[45,48],"problem,":[46],"in":[47,102],"paper,":[49],"novel":[51],"classification":[52],"scheme":[53],"based":[54],"Fuzzy":[57],"Cognitive":[58],"Map":[59],"(FCM)":[60],"introduced.":[62],"The":[63],"proposed":[64],"FCM":[65,97],"model":[66],"applied":[68],"for":[69,113],"the":[70,86,89,103,114,117,127,130],"detection":[71],"of":[72,74,82,88,116,129],"foci":[73],"consolidation,":[75],"common":[79],"radiographic":[80],"manifestation":[81],"pneumonia,":[83],"while":[84],"enabling":[85],"explanation":[87],"outcome":[90],"using":[91,122],"linguistic":[92],"terms.":[93],"Also,":[94],"unlike":[95],"most":[96],"models,":[98],"it":[99,106],"automatic,":[101],"sense":[104],"that":[105],"does":[107],"not":[108],"require":[109],"any":[110],"manual":[111],"intervention":[112],"construction":[115],"fuzzy":[118],"graph.":[119],"Experimental":[120],"results":[121],"publicly":[123],"available":[124],"datasets":[125],"demonstrate":[126],"effectiveness":[128],"introduced":[131],"model.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}