{"id":"https://openalex.org/W4413086872","doi":"https://doi.org/10.1142/s021800142540004x","title":"A Hierarchical Fuzzy Classifier for Radiation Dermatitis Diagnosis Based on Rule-Feature Reconstruction and Specific Approximation","display_name":"A Hierarchical Fuzzy Classifier for Radiation Dermatitis Diagnosis Based on Rule-Feature Reconstruction and Specific Approximation","publication_year":2025,"publication_date":"2025-07-17","ids":{"openalex":"https://openalex.org/W4413086872","doi":"https://doi.org/10.1142/s021800142540004x"},"language":"en","primary_location":{"id":"doi:10.1142/s021800142540004x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021800142540004x","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-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":null,"display_name":"Wei Yan","orcid":"https://orcid.org/0009-0006-5891-9919"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Yan","raw_affiliation_strings":["Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China"],"raw_orcid":"https://orcid.org/0009-0006-5891-9919","affiliations":[{"raw_affiliation_string":"Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112173854","display_name":"Jin Cao","orcid":null},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Jin Cao","raw_affiliation_strings":["Department of Health Technology and Informatics, The Hong Kong Polytechnic University, No. 11, Yuk Choi Road, Hung Hom, Kowloon, Hong Kong, P. R. China"],"raw_orcid":"https://orcid.org/0000-0002-1247-4129","affiliations":[{"raw_affiliation_string":"Department of Health Technology and Informatics, The Hong Kong Polytechnic University, No. 11, Yuk Choi Road, Hung Hom, Kowloon, Hong Kong, P. R. China","institution_ids":["https://openalex.org/I14243506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111605618","display_name":"Jia Zhai","orcid":null},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jia Zhai","raw_affiliation_strings":["Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037208015","display_name":"Ta Zhou","orcid":"https://orcid.org/0000-0003-3238-7257"},"institutions":[{"id":"https://openalex.org/I115592961","display_name":"Jiangsu University","ror":"https://ror.org/03jc41j30","country_code":"CN","type":"education","lineage":["https://openalex.org/I115592961"]},{"id":"https://openalex.org/I4210096899","display_name":"Jiangsu University of Science and Technology","ror":"https://ror.org/00tyjp878","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210096899"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ta Zhou","raw_affiliation_strings":["Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China"],"raw_orcid":"https://orcid.org/0000-0003-3238-7257","affiliations":[{"raw_affiliation_string":"Department of Computing, Jiangsu University of Science and Technology, No. 666, Changhui Road, Dantu District Zhenjiang, Jiangsu Province, P. R. China","institution_ids":["https://openalex.org/I115592961","https://openalex.org/I4210096899"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.24136099,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"39","issue":"15","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9034000039100647,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.742694616317749},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.6376157999038696},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5865563750267029},{"id":"https://openalex.org/keywords/fuzzy-logic","display_name":"Fuzzy logic","score":0.5719171762466431},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5169665217399597},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46489304304122925},{"id":"https://openalex.org/keywords/fuzzy-rule","display_name":"Fuzzy rule","score":0.4376676380634308},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4280428886413574},{"id":"https://openalex.org/keywords/fuzzy-set","display_name":"Fuzzy set","score":0.26786428689956665}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.742694616317749},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.6376157999038696},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5865563750267029},{"id":"https://openalex.org/C58166","wikidata":"https://www.wikidata.org/wiki/Q224821","display_name":"Fuzzy logic","level":2,"score":0.5719171762466431},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5169665217399597},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46489304304122925},{"id":"https://openalex.org/C2780049643","wikidata":"https://www.wikidata.org/wiki/Q5511139","display_name":"Fuzzy rule","level":4,"score":0.4376676380634308},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4280428886413574},{"id":"https://openalex.org/C42011625","wikidata":"https://www.wikidata.org/wiki/Q1055058","display_name":"Fuzzy set","level":3,"score":0.26786428689956665},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1142/s021800142540004x","is_oa":false,"landing_page_url":"https://doi.org/10.1142/s021800142540004x","pdf_url":null,"source":{"id":"https://openalex.org/S41486457","display_name":"International Journal of Pattern Recognition and Artificial Intelligence","issn_l":"0218-0014","issn":["0218-0014","1793-6381"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319815","host_organization_name":"World Scientific","host_organization_lineage":["https://openalex.org/P4310319815"],"host_organization_lineage_names":["World Scientific"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Pattern Recognition and Artificial Intelligence","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W2002917851","https://openalex.org/W2043945205","https://openalex.org/W2079325629","https://openalex.org/W2138762030","https://openalex.org/W2303213193","https://openalex.org/W2518659603","https://openalex.org/W2981836045","https://openalex.org/W3015499619","https://openalex.org/W3163903840","https://openalex.org/W3175017389","https://openalex.org/W3185238866","https://openalex.org/W3211269019","https://openalex.org/W3217110590","https://openalex.org/W4206029551","https://openalex.org/W4220727652","https://openalex.org/W4225166796","https://openalex.org/W4281687867","https://openalex.org/W4285064815","https://openalex.org/W4288844071","https://openalex.org/W4315979062","https://openalex.org/W4360864237","https://openalex.org/W4365514432","https://openalex.org/W4386013230","https://openalex.org/W4386214269","https://openalex.org/W4386858051","https://openalex.org/W4391281721","https://openalex.org/W4392855807","https://openalex.org/W4396621542","https://openalex.org/W4396877680","https://openalex.org/W4400314358","https://openalex.org/W4410775701","https://openalex.org/W4411774394"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2961085424","https://openalex.org/W2977677679","https://openalex.org/W1992327129","https://openalex.org/W2381986121","https://openalex.org/W2370918718","https://openalex.org/W4224009465","https://openalex.org/W2256933480","https://openalex.org/W4306674287","https://openalex.org/W2027854990"],"abstract_inverted_index":{"Radiation":[0],"dermatitis":[1],"(RD)":[2],"represents":[3],"the":[4,73,86,154,200,212,232,238,246,250,253,284],"primary":[5],"adverse":[6],"outcome":[7],"of":[8,70,88,159,249,255],"ionizing":[9],"radiation":[10],"associated":[11],"with":[12,51,105],"chemotherapy":[13],"in":[14,90,178],"breast,":[15],"head":[16],"and":[17,21,54,101,127,140,164,211,223,252,282],"neck,":[18],"anal":[19],"cancers":[20],"other":[22],"medical":[23,43,229],"conditions.":[24],"For":[25],"nasopharyngeal":[26],"cancer":[27],"(NPC)":[28],"recognition,":[29],"how":[30],"to":[31,66,121,136,244,260,267,276,292],"build":[32],"an":[33,76,187],"interpretable":[34],"lightweight":[35],"recognition":[36],"model":[37,62,285],"is":[38,242,258],"a":[39,96,118,221,278,287],"serious":[40],"challenge.":[41],"Traditional":[42],"diagnostic":[44,294],"models":[45,235,251],"typically":[46],"exhibit":[47],"opaque":[48],"decision-making":[49],"processes":[50],"limited":[52],"interpretability,":[53],"achieving":[55,157],"high":[56],"classification":[57],"accuracy":[58,189],"often":[59],"necessitates":[60],"increased":[61],"complexity.":[63],"In":[64,262],"order":[65],"address":[67,268],"these":[68,269],"limitations":[69],"traditional":[71],"methods,":[72],"study":[74],"proposes":[75],"innovative":[77],"stacked":[78],"hierarchical":[79],"Takagi\u2013Sugeno\u2013Kang":[80],"(TSK)":[81],"fuzzy":[82,112,125,183,256],"classifier":[83,94],"for":[84,226],"diagnosing":[85],"severity":[87],"RD":[89],"NPC":[91],"patients.":[92],"The":[93,145],"incorporates":[95],"low-rank":[97,201],"rule":[98],"feature":[99],"structure":[100],"bidirectional":[102,213],"approximation":[103,158,214],"consequents,":[104],"each":[106,176],"sub-classifier":[107,162,177],"constructed":[108],"from":[109,150,199],"first-order":[110],"TSK":[111],"systems.":[113],"Its":[114],"antecedent":[115],"part":[116,147],"employs":[117],"rule-feature":[119,138,202],"matrix":[120,131,209],"characterize":[122],"relationships":[123],"between":[124],"rules":[126,184,207,257],"training":[128,169,234],"features,":[129],"where":[130],"decomposition":[132],"techniques":[133],"are":[134],"applied":[135],"simplify":[137],"associations":[139],"generate":[141],"representative":[142],"discriminative":[143],"rules.":[144],"consequent":[146],"integrates":[148],"outputs":[149,163,166],"preceding":[151],"sub-classifiers":[152],"into":[153,286],"objective":[155],"function,":[156],"both":[160],"prior":[161],"target":[165],"through":[167],"independent":[168],"mechanisms.":[170],"Finally,":[171],"comparative":[172],"experiments":[173],"demonstrate":[174],"that":[175,240],"LRR-TSK":[179],"requires":[180],"only":[181],"3\u201315":[182],"yet":[185],"achieves":[186],"average":[188],"exceeding":[190],"99.6%,":[191],"highlighting":[192],"its":[193],"excellent":[194],"performance.":[195],"These":[196],"improvements":[197],"stem":[198],"matrix,":[203],"which":[204,216],"generates":[205],"clear":[206],"via":[208],"decomposition,":[210],"method,":[215],"optimizes":[217],"prediction":[218],"accuracy,":[219],"providing":[220],"transparent":[222],"efficient":[224],"solution":[225],"handling":[227],"complex":[228],"data.":[230],"However,":[231],"current":[233],"still":[236],"face":[237],"predicament":[239],"it":[241],"difficult":[243],"obtain":[245],"hyperparameter":[247],"combinations":[248],"number":[254],"hard":[259],"determine.":[261],"future":[263],"work,":[264],"we":[265],"aim":[266],"issues":[270],"by":[271],"integrating":[272],"global":[273,279],"optimization":[274],"algorithms":[275],"achieve":[277],"optimum":[280],"solution,":[281],"extending":[283],"multi-view":[288],"joint":[289],"learning":[290],"framework":[291],"enhance":[293],"comprehensiveness.":[295]},"counts_by_year":[],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2025-10-10T00:00:00"}
