{"id":"https://openalex.org/W2989303289","doi":"https://doi.org/10.1109/iisa.2019.8900782","title":"An Approach using Certainty Factor Rules for Aphasia Diagnosis","display_name":"An Approach using Certainty Factor Rules for Aphasia Diagnosis","publication_year":2019,"publication_date":"2019-07-01","ids":{"openalex":"https://openalex.org/W2989303289","doi":"https://doi.org/10.1109/iisa.2019.8900782","mag":"2989303289"},"language":"en","primary_location":{"id":"doi:10.1109/iisa.2019.8900782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","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/A5012381121","display_name":"\u0393\u03b5\u03c9\u03c1\u03b3\u03af\u03b1 \u039a\u03c9\u03bd\u03c3\u03c4\u03b1\u03bd\u03c4\u03b9\u03bd\u03bf\u03c0\u03bf\u03cd\u03bb\u03bf\u03c5","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgia Konstantinopoulou","raw_affiliation_strings":["University of Patras,Department of Medicine,Patras,Hellas (Greece)","University of Patras,Department of Medicine,,Patras,,Hellas (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Medicine,Patras,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras,Department of Medicine,,Patras,,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036750321","display_name":"Konstantinos Kovas","orcid":"https://orcid.org/0009-0000-4674-6092"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantinos Kovas","raw_affiliation_strings":["University of Patras,Department of Computer Engineering & Informatics,Patras,Hellas (Greece)","University of Patras,Department of Computer Engineering & Informatics,,Patras,,Hellas (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Computer Engineering & Informatics,Patras,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644","https://openalex.org/I120729142"]},{"raw_affiliation_string":"University of Patras,Department of Computer Engineering & Informatics,,Patras,,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046246683","display_name":"Ioannis Hatzilygeroudis","orcid":"https://orcid.org/0000-0002-4036-9369"},"institutions":[{"id":"https://openalex.org/I120729142","display_name":"Computer Technology Institute and Press \u201cDIOPHANTUS\u201d","ror":"https://ror.org/021nszj63","country_code":"GR","type":"facility","lineage":["https://openalex.org/I120729142","https://openalex.org/I4210154149"]},{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Ioannis Hatzilygeroudis","raw_affiliation_strings":["University of Patras,Department of Computer Engineering & Informatics,Patras,Hellas (Greece)","University of Patras,Department of Computer Engineering & Informatics,,Patras,,Hellas (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Patras,Department of Computer Engineering & Informatics,Patras,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644","https://openalex.org/I120729142"]},{"raw_affiliation_string":"University of Patras,Department of Computer Engineering & Informatics,,Patras,,Hellas (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028397378","display_name":"Jim Prentzas","orcid":"https://orcid.org/0000-0002-9882-0351"},"institutions":[{"id":"https://openalex.org/I147962203","display_name":"Democritus University of Thrace","ror":"https://ror.org/03bfqnx40","country_code":"GR","type":"education","lineage":["https://openalex.org/I147962203"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Jim Prentzas","raw_affiliation_strings":["Democritus University of Thrace,Department of Education Sciences in Early Childhood,Alexandroupolis,Hellas (Greece)","Democritus University of Thrace,Department of Education Sciences in Early Childhood,,Alexandroupolis,,Hellas (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Democritus University of Thrace,Department of Education Sciences in Early Childhood,Alexandroupolis,Hellas (Greece)","institution_ids":["https://openalex.org/I147962203"]},{"raw_affiliation_string":"Democritus University of Thrace,Department of Education Sciences in Early Childhood,,Alexandroupolis,,Hellas (Greece)","institution_ids":["https://openalex.org/I147962203"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0122,"has_fulltext":false,"cited_by_count":12,"citation_normalized_percentile":{"value":0.83255867,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10028","display_name":"Topic Modeling","score":0.9939000010490417,"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/T10028","display_name":"Topic Modeling","score":0.9939000010490417,"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/T10181","display_name":"Natural Language Processing Techniques","score":0.9912999868392944,"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/T11063","display_name":"Rough Sets and Fuzzy Logic","score":0.9894000291824341,"subfield":{"id":"https://openalex.org/subfields/1703","display_name":"Computational Theory and Mathematics"},"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/certainty","display_name":"Certainty","score":0.8708449602127075},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7066890001296997},{"id":"https://openalex.org/keywords/aphasia","display_name":"Aphasia","score":0.6905328035354614},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6062726378440857},{"id":"https://openalex.org/keywords/formalism","display_name":"Formalism (music)","score":0.5939462780952454},{"id":"https://openalex.org/keywords/decision-tree","display_name":"Decision tree","score":0.5749173760414124},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5036160349845886},{"id":"https://openalex.org/keywords/expert-system","display_name":"Expert system","score":0.4254882037639618},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.41952115297317505},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.392674058675766},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3383166193962097},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15798068046569824},{"id":"https://openalex.org/keywords/cognitive-psychology","display_name":"Cognitive psychology","score":0.15257054567337036},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.1446267068386078}],"concepts":[{"id":"https://openalex.org/C7493553","wikidata":"https://www.wikidata.org/wiki/Q1520777","display_name":"Certainty","level":2,"score":0.8708449602127075},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7066890001296997},{"id":"https://openalex.org/C2779422653","wikidata":"https://www.wikidata.org/wiki/Q2836","display_name":"Aphasia","level":2,"score":0.6905328035354614},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6062726378440857},{"id":"https://openalex.org/C73301696","wikidata":"https://www.wikidata.org/wiki/Q5469984","display_name":"Formalism (music)","level":3,"score":0.5939462780952454},{"id":"https://openalex.org/C84525736","wikidata":"https://www.wikidata.org/wiki/Q831366","display_name":"Decision tree","level":2,"score":0.5749173760414124},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5036160349845886},{"id":"https://openalex.org/C58328972","wikidata":"https://www.wikidata.org/wiki/Q184609","display_name":"Expert system","level":2,"score":0.4254882037639618},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.41952115297317505},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.392674058675766},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3383166193962097},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15798068046569824},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.15257054567337036},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.1446267068386078},{"id":"https://openalex.org/C558565934","wikidata":"https://www.wikidata.org/wiki/Q2743","display_name":"Musical","level":2,"score":0.0},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iisa.2019.8900782","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iisa.2019.8900782","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 10th International Conference on Information, Intelligence, Systems and Applications (IISA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.75,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":53,"referenced_works":["https://openalex.org/W49033552","https://openalex.org/W49505012","https://openalex.org/W146154627","https://openalex.org/W317793146","https://openalex.org/W1482053352","https://openalex.org/W1484927765","https://openalex.org/W1504694836","https://openalex.org/W1542883383","https://openalex.org/W1547999364","https://openalex.org/W1549872659","https://openalex.org/W1562631472","https://openalex.org/W1569726829","https://openalex.org/W1572071852","https://openalex.org/W1584067603","https://openalex.org/W1749664849","https://openalex.org/W1999318234","https://openalex.org/W2036955832","https://openalex.org/W2046770040","https://openalex.org/W2056233563","https://openalex.org/W2096371990","https://openalex.org/W2099007659","https://openalex.org/W2100548522","https://openalex.org/W2115104482","https://openalex.org/W2125055259","https://openalex.org/W2133990480","https://openalex.org/W2137687977","https://openalex.org/W2172139333","https://openalex.org/W2266887676","https://openalex.org/W2289646899","https://openalex.org/W2315374101","https://openalex.org/W2427939080","https://openalex.org/W2480422823","https://openalex.org/W2586610908","https://openalex.org/W2615703006","https://openalex.org/W2757825312","https://openalex.org/W2764056018","https://openalex.org/W2764103545","https://openalex.org/W2765844463","https://openalex.org/W2806573914","https://openalex.org/W2886205810","https://openalex.org/W2908275170","https://openalex.org/W2910955726","https://openalex.org/W4205501872","https://openalex.org/W4211014715","https://openalex.org/W4242183510","https://openalex.org/W4285719527","https://openalex.org/W6602084282","https://openalex.org/W6605988681","https://openalex.org/W6632714214","https://openalex.org/W6632770857","https://openalex.org/W6634267056","https://openalex.org/W6637569729","https://openalex.org/W7065188630"],"related_works":["https://openalex.org/W2418227039","https://openalex.org/W2387971622","https://openalex.org/W1559214593","https://openalex.org/W2141935323","https://openalex.org/W2418299857","https://openalex.org/W2466655349","https://openalex.org/W2348150032","https://openalex.org/W2010967707","https://openalex.org/W2010934263","https://openalex.org/W2266786133"],"abstract_inverted_index":{"Artificial":[0],"Intelligence":[1],"methods":[2],"are":[3,78,83,90],"frequently":[4],"applied":[5],"to":[6,66,130],"medical":[7],"domains":[8],"assisting":[9],"in":[10],"various":[11],"tasks,":[12],"like":[13],"diagnosis.":[14,40,152],"The":[15,41,58],"implementation":[16],"of":[17,51,81,88,98,125,137],"corresponding":[18],"intelligent":[19],"systems":[20],"is":[21,63,141],"based":[22],"on":[23],"available":[24],"datasets":[25],"and":[26,85,107,121],"expert":[27],"knowledge.":[28],"In":[29],"this":[30],"paper,":[31],"we":[32],"present":[33],"a":[34,49,67,103,108],"rule-based":[35,101,117],"approach":[36,42,118,145],"used":[37],"for":[38,150],"aphasia":[39,151],"uses":[43],"certainty":[44,60,69,147],"factor":[45,61,70,148],"rules":[46,149],"created":[47],"from":[48],"dataset":[50],"records":[52],"involving":[53],"persons":[54],"diagnosed":[55],"with":[56],"aphasia.":[57],"employed":[59],"formalism":[62],"an":[64,132],"extension":[65],"previous":[68],"formalism.":[71],"To":[72,134],"model":[73],"each":[74],"case,":[75],"nineteen":[76],"attributes":[77,129],"used.":[79],"Seven":[80],"them":[82,89],"discrete":[84],"the":[86,96,99,116,126,135],"rest":[87],"integer.":[91],"Experiments":[92],"were":[93],"performed":[94],"testing":[95],"performance":[97],"specific":[100],"approach,":[102],"decision":[104],"tree":[105],"method":[106],"feedforward":[109],"neural":[110],"network.":[111],"Experimental":[112],"results":[113],"show":[114],"that":[115],"performs":[119],"well":[120],"requires":[122],"only":[123],"three":[124],"eighteen":[127],"input":[128],"produce":[131],"output.":[133],"best":[136],"our":[138],"knowledge,":[139],"there":[140],"no":[142],"other":[143],"published":[144],"using":[146]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}