{"id":"https://openalex.org/W3187531863","doi":"https://doi.org/10.1109/fuzz45933.2021.9494401","title":"Interpolative decisions in the fuzzy signature based image classification for liver CT","display_name":"Interpolative decisions in the fuzzy signature based image classification for liver CT","publication_year":2021,"publication_date":"2021-07-11","ids":{"openalex":"https://openalex.org/W3187531863","doi":"https://doi.org/10.1109/fuzz45933.2021.9494401","mag":"3187531863"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz45933.2021.9494401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","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/A5056756261","display_name":"Ferenc Lilik","orcid":"https://orcid.org/0000-0001-8744-1199"},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":true,"raw_author_name":"Ferenc Lilik","raw_affiliation_strings":["Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary"],"affiliations":[{"raw_affiliation_string":"Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045739685","display_name":"Szilvia Nagy","orcid":"https://orcid.org/0000-0001-9556-5095"},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Szilvia Nagy","raw_affiliation_strings":["Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary"],"affiliations":[{"raw_affiliation_string":"Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108776919","display_name":"Melinda Kov\u00e1cs","orcid":null},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Melinda Kovacs","raw_affiliation_strings":["Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary"],"affiliations":[{"raw_affiliation_string":"Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013571565","display_name":"Szonja Krisztina Szujo","orcid":null},"institutions":[{"id":"https://openalex.org/I83579964","display_name":"Sz\u00e9chenyi Istv\u00e1n University","ror":"https://ror.org/04091f946","country_code":"HU","type":"education","lineage":["https://openalex.org/I83579964"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Szonja Krisztina Szujo","raw_affiliation_strings":["Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary"],"affiliations":[{"raw_affiliation_string":"Sz\u00e9chenyi Istv\u00e1n University, Gy\u00f3r, Hungary","institution_ids":["https://openalex.org/I83579964"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020781131","display_name":"L\u00e1szl\u00f3 T. K\u00f3czy","orcid":"https://orcid.org/0000-0003-1316-4832"},"institutions":[{"id":"https://openalex.org/I29770179","display_name":"Budapest University of Technology and Economics","ror":"https://ror.org/02w42ss30","country_code":"HU","type":"education","lineage":["https://openalex.org/I29770179"]}],"countries":["HU"],"is_corresponding":false,"raw_author_name":"Laszlo T. Koczy","raw_affiliation_strings":["Budapest University of Technology and Economics"],"affiliations":[{"raw_affiliation_string":"Budapest University of Technology and Economics","institution_ids":["https://openalex.org/I29770179"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5056756261"],"corresponding_institution_ids":["https://openalex.org/I83579964"],"apc_list":null,"apc_paid":null,"fwci":0.4079,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.68386985,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":"c 26","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9890999794006348,"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/T10820","display_name":"Fuzzy Logic and Control Systems","score":0.9890999794006348,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9837999939918518,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T10320","display_name":"Neural Networks and Applications","score":0.9822999835014343,"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":0.6736442446708679},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6145322322845459},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.5945252776145935},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5818904638290405},{"id":"https://openalex.org/keywords/interpolation","display_name":"Interpolation (computer graphics)","score":0.579776406288147},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5487053394317627},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4984560012817383},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.48112955689430237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47087562084198},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.4459109902381897},{"id":"https://openalex.org/keywords/signature","display_name":"Signature (topology)","score":0.43864572048187256},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4061749577522278},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3988785445690155},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16013425588607788}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6736442446708679},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6145322322845459},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.5945252776145935},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5818904638290405},{"id":"https://openalex.org/C137800194","wikidata":"https://www.wikidata.org/wiki/Q11713455","display_name":"Interpolation (computer graphics)","level":3,"score":0.579776406288147},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5487053394317627},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4984560012817383},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.48112955689430237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47087562084198},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.4459109902381897},{"id":"https://openalex.org/C2779696439","wikidata":"https://www.wikidata.org/wiki/Q7512811","display_name":"Signature (topology)","level":2,"score":0.43864572048187256},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4061749577522278},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3988785445690155},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16013425588607788},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/fuzz45933.2021.9494401","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz45933.2021.9494401","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/16","score":0.4300000071525574,"display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W27604306","https://openalex.org/W1972701577","https://openalex.org/W1992176519","https://openalex.org/W2013198395","https://openalex.org/W2071061017","https://openalex.org/W2089491238","https://openalex.org/W2130915832","https://openalex.org/W2143253824","https://openalex.org/W2254778163","https://openalex.org/W2796630897","https://openalex.org/W2905574972","https://openalex.org/W2921682280","https://openalex.org/W2989703642","https://openalex.org/W3097104625","https://openalex.org/W4249749961","https://openalex.org/W6692213728"],"related_works":["https://openalex.org/W2952813363","https://openalex.org/W2911497689","https://openalex.org/W4360783045","https://openalex.org/W2963346891","https://openalex.org/W2770149305","https://openalex.org/W2972076240","https://openalex.org/W3167930666","https://openalex.org/W3014952856","https://openalex.org/W2964843961","https://openalex.org/W3010730661"],"abstract_inverted_index":{"In":[0],"computer":[1],"aided":[2],"diagnostics":[3],"image":[4,29,89],"processing":[5,13],"and":[6,39,70],"classification":[7],"plays":[8],"an":[9,98],"essential":[10],"role.":[11],"Image":[12],"experts":[14],"have":[15,50],"been":[16],"developing":[17],"solutions":[18],"for":[19,87],"different":[20,132],"types":[21],"of":[22,36,43,112,115,136,140,144,153,167],"problems,":[23],"that":[24,60,130,149],"can":[25],"be":[26,178],"related":[27],"to":[28,33,85,157,177],"processing,":[30],"however,":[31],"due":[32],"the":[34,37,40,67,105,141,151,154],"sensitivity":[35],"data":[38],"high":[41],"cost":[42],"medical":[44,56,88],"experts,":[45],"these":[46,128],"experimental":[47],"methods":[48,80,170],"usually":[49],"very":[51,64],"limited":[52],"use":[53],"in":[54,127,133],"real":[55],"practice.":[57],"The":[58],"databases":[59],"are":[61,63,81,124,131,171],"available":[62],"limited,":[65],"thus":[66],"elsewhere":[68],"usual":[69],"extremely":[71],"effective":[72],"convolutional":[73],"neural":[74],"network":[75],"or":[76,122],"other":[77,168],"automated":[78],"learning":[79],"not":[82],"so":[83],"easy":[84],"adjust":[86],"processing.":[90],"To":[91],"overcome":[92],"this":[93,95],"difficulty,":[94],"paper":[96],"presents":[97],"expert":[99],"knowledge":[100],"based":[101],"method":[102],"which":[103],"describes":[104,150],"decision":[106],"structures":[107],"by":[108],"fuzzy":[109,147],"signatures.":[110],"Values":[111],"various":[113],"properties":[114],"Computer":[116],"Tomography":[117],"images":[118],"as":[119],"e.g.":[120],"density":[121],"homogeneity":[123],"being":[125],"considered":[126],"signatures":[129,155],"all":[134],"case":[135],"liver":[137],"diseases.":[138],"Because":[139],"low":[142],"number":[143],"samples":[145],"available,":[146],"sets":[148],"leafs":[152],"leads":[156],"sparse":[158],"systems,":[159],"hence":[160],"interpolation":[161,169,175],"is":[162],"needed.":[163],"However":[164],"further":[165],"investigations":[166],"planned,":[172],"Stabilized":[173],"Koczy-Hirota":[174],"seems":[176],"appropriate.":[179]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}