{"id":"https://openalex.org/W2581112178","doi":"https://doi.org/10.4018/jitr.2017010106","title":"Intelligent Content-Based Dermoscopic Image Retrieval with Relevance Feedback for Computer-Aided Melanoma Diagnosis","display_name":"Intelligent Content-Based Dermoscopic Image Retrieval with Relevance Feedback for Computer-Aided Melanoma Diagnosis","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2581112178","doi":"https://doi.org/10.4018/jitr.2017010106","mag":"2581112178"},"language":"en","primary_location":{"id":"doi:10.4018/jitr.2017010106","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2017010106","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Research","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":"https://openalex.org/A5049812856","display_name":"Khadidja Belattar","orcid":null},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"Constantine 1 University","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Khadidja Belattar","raw_affiliation_strings":["Constantine 2 University, Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"Constantine 2 University, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031637985","display_name":"Sihem Mostefai","orcid":null},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"Constantine 1 University","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Sihem Mostefai","raw_affiliation_strings":["Constantine 2 University, Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"Constantine 2 University, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5019331150","display_name":"Amer Draa","orcid":"https://orcid.org/0000-0003-2448-1286"},"institutions":[{"id":"https://openalex.org/I125485651","display_name":"Constantine 1 University","ror":"https://ror.org/017wv6808","country_code":"DZ","type":"education","lineage":["https://openalex.org/I125485651"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Amer Draa","raw_affiliation_strings":["Constantine 2 University, Constantine, Algeria"],"affiliations":[{"raw_affiliation_string":"Constantine 2 University, Constantine, Algeria","institution_ids":["https://openalex.org/I125485651"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049812856"],"corresponding_institution_ids":["https://openalex.org/I125485651"],"apc_list":null,"apc_paid":null,"fwci":0.182,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.53733769,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"10","issue":"1","first_page":"85","last_page":"108"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987000226974487,"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"}},"topics":[{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9987000226974487,"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/T10862","display_name":"AI in cancer detection","score":0.9769999980926514,"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/T11710","display_name":"Biomedical Text Mining and Ontologies","score":0.9569000005722046,"subfield":{"id":"https://openalex.org/subfields/1312","display_name":"Molecular Biology"},"field":{"id":"https://openalex.org/fields/13","display_name":"Biochemistry, Genetics and Molecular Biology"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7852370142936707},{"id":"https://openalex.org/keywords/relevance-feedback","display_name":"Relevance feedback","score":0.7394893169403076},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.7190321087837219},{"id":"https://openalex.org/keywords/content-based-image-retrieval","display_name":"Content-based image retrieval","score":0.6469149589538574},{"id":"https://openalex.org/keywords/semantic-gap","display_name":"Semantic gap","score":0.5868681073188782},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5659555196762085},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.4755135178565979},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4563917815685272},{"id":"https://openalex.org/keywords/kernel","display_name":"Kernel (algebra)","score":0.42203909158706665},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3796626925468445},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32781288027763367},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0862184464931488}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7852370142936707},{"id":"https://openalex.org/C2779532271","wikidata":"https://www.wikidata.org/wiki/Q445558","display_name":"Relevance feedback","level":4,"score":0.7394893169403076},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.7190321087837219},{"id":"https://openalex.org/C2780052074","wikidata":"https://www.wikidata.org/wiki/Q1128648","display_name":"Content-based image retrieval","level":4,"score":0.6469149589538574},{"id":"https://openalex.org/C86034646","wikidata":"https://www.wikidata.org/wiki/Q474311","display_name":"Semantic gap","level":4,"score":0.5868681073188782},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5659555196762085},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.4755135178565979},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4563917815685272},{"id":"https://openalex.org/C74193536","wikidata":"https://www.wikidata.org/wiki/Q574844","display_name":"Kernel (algebra)","level":2,"score":0.42203909158706665},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3796626925468445},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32781288027763367},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0862184464931488},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.4018/jitr.2017010106","is_oa":false,"landing_page_url":"https://doi.org/10.4018/jitr.2017010106","pdf_url":null,"source":{"id":"https://openalex.org/S138592535","display_name":"Journal of Information Technology Research","issn_l":"1938-7857","issn":["1938-7857","1938-7865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320424","host_organization_name":"IGI Global","host_organization_lineage":["https://openalex.org/P4310320424"],"host_organization_lineage_names":["IGI Global"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Information Technology Research","raw_type":"journal-article"},{"id":"pmh:oai:RePEc:igg:jitr00:v:10:y:2017:i:1:p:85-108","is_oa":false,"landing_page_url":"http://services.igi-global.com/resolvedoi/resolve.aspx?doi=10.4018/JITR.2017010106","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1586355707","https://openalex.org/W1607183272","https://openalex.org/W1822618900","https://openalex.org/W1978517039","https://openalex.org/W1991607872","https://openalex.org/W1995861102","https://openalex.org/W2006336466","https://openalex.org/W2008981004","https://openalex.org/W2016405781","https://openalex.org/W2032301237","https://openalex.org/W2044969365","https://openalex.org/W2063958020","https://openalex.org/W2073722401","https://openalex.org/W2109839807","https://openalex.org/W2111993661","https://openalex.org/W2114063639","https://openalex.org/W2116040950","https://openalex.org/W2129526018","https://openalex.org/W2133059825","https://openalex.org/W2138079527","https://openalex.org/W2138379822","https://openalex.org/W2139630448","https://openalex.org/W2140996450","https://openalex.org/W2149298154","https://openalex.org/W2153531403","https://openalex.org/W2153635508","https://openalex.org/W2163670493","https://openalex.org/W2546566088","https://openalex.org/W2561178549"],"related_works":["https://openalex.org/W2034539438","https://openalex.org/W1606474234","https://openalex.org/W2056100761","https://openalex.org/W2075105123","https://openalex.org/W1497114142","https://openalex.org/W2142297230","https://openalex.org/W2290071120","https://openalex.org/W2768192742","https://openalex.org/W1658719554","https://openalex.org/W2543381692"],"abstract_inverted_index":{"The":[0,17,117],"use":[1],"of":[2,10,84,157],"Computer-Aided":[3],"Diagnosis":[4],"in":[5,50,122],"dermatology":[6],"raises":[7],"the":[8,94,110,129,146,155],"necessity":[9],"integrating":[11],"Content-Based":[12,55],"Image":[13,57],"Retrieval":[14,58],"(CBIR)":[15],"technologies.":[16],"latter":[18],"could":[19],"be":[20,126],"helpful":[21],"to":[22,41,108],"untrained":[23],"users":[24],"as":[25,75,77,128],"a":[26,91,140],"decision":[27],"support":[28],"system":[29,60,96,138],"for":[30,65],"skin":[31,114],"lesion":[32,115],"diagnosis.":[33,132],"However,":[34],"classical":[35],"CBIR":[36],"systems":[37],"perform":[38],"poorly":[39],"due":[40],"semantic":[42],"gap.":[43],"To":[44],"alleviate":[45],"this":[46,51,123],"problem,":[47],"we":[48],"propose":[49],"paper":[52],"an":[53],"intelligent":[54],"Dermoscopic":[56],"(CBDIR)":[59],"with":[61,103],"Relevance":[62],"Feedback":[63],"(RF)":[64],"melanoma":[66],"diagnosis":[67],"that":[68,81,145],"exhibits:":[69],"efficient":[70],"and":[71],"accurate":[72],"image":[73,130,142],"retrieval":[74],"well":[76],"visual":[78],"features":[79],"extraction":[80],"is":[82,149],"independent":[83],"any":[85],"specific":[86],"diagnostic":[87],"method.":[88],"After":[89],"submitting":[90],"query":[92,131],"image,":[93],"proposed":[95,147],"uses":[97],"linear":[98],"kernel-based":[99],"active":[100],"SVM,":[101],"combined":[102],"histogram":[104],"intersection-based":[105],"similarity":[106],"measure":[107],"retrieve":[109],"K":[111],"most":[112],"similar":[113],"images.":[116],"dominant":[118],"(melanoma,":[119],"benign)":[120],"class":[121],"set":[124],"will":[125],"identified":[127],"Extensive":[133],"experiments":[134],"conducted":[135],"on":[136],"our":[137],"using":[139],"1097":[141],"database":[143],"show":[144],"scheme":[148],"more":[150],"effective":[151],"than":[152],"CBDIR":[153],"without":[154],"assistance":[156],"RF.":[158]},"counts_by_year":[{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2018,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}