{"id":"https://openalex.org/W2886463123","doi":"https://doi.org/10.4018/ijoci.2018070104","title":"Privacy Preserving Classification of Biomedical Data With Secure Removing of Duplicate Records","display_name":"Privacy Preserving Classification of Biomedical Data With Secure Removing of Duplicate Records","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2886463123","doi":"https://doi.org/10.4018/ijoci.2018070104","mag":"2886463123"},"language":"en","primary_location":{"id":"doi:10.4018/ijoci.2018070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoci.2018070104","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"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":"International Journal of Organizational and Collective 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":"https://openalex.org/A5060267273","display_name":"Boudheb Tarik","orcid":null},"institutions":[{"id":"https://openalex.org/I4210125514","display_name":"Universit\u00e9 Djilali de Sidi Bel Abb\u00e8s","ror":"https://ror.org/0378szg41","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210125514"]}],"countries":["DZ"],"is_corresponding":true,"raw_author_name":"Boudheb Tarik","raw_affiliation_strings":["EEDIS Laboratory, Djillali Liabes University, Sidi Bel-Abbes, Algeria"],"affiliations":[{"raw_affiliation_string":"EEDIS Laboratory, Djillali Liabes University, Sidi Bel-Abbes, Algeria","institution_ids":["https://openalex.org/I4210125514"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036568214","display_name":"Zakaria Elberrichi","orcid":"https://orcid.org/0000-0002-3391-6280"},"institutions":[{"id":"https://openalex.org/I4210125514","display_name":"Universit\u00e9 Djilali de Sidi Bel Abb\u00e8s","ror":"https://ror.org/0378szg41","country_code":"DZ","type":"education","lineage":["https://openalex.org/I4210125514"]}],"countries":["DZ"],"is_corresponding":false,"raw_author_name":"Elberrichi Zakaria","raw_affiliation_strings":["EEDIS Laboratory, Djillali Liabes University, Sidi Bel-Abbes, Algeria"],"affiliations":[{"raw_affiliation_string":"EEDIS Laboratory, Djillali Liabes University, Sidi Bel-Abbes, Algeria","institution_ids":["https://openalex.org/I4210125514"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5060267273"],"corresponding_institution_ids":["https://openalex.org/I4210125514"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08401576,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"8","issue":"3","first_page":"41","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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/T10764","display_name":"Privacy-Preserving Technologies in Data","score":0.9994000196456909,"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/T11719","display_name":"Data Quality and Management","score":0.9970999956130981,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T10237","display_name":"Cryptography and Data Security","score":0.98089998960495,"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":0.8398824334144592},{"id":"https://openalex.org/keywords/data-deduplication","display_name":"Data deduplication","score":0.8332003355026245},{"id":"https://openalex.org/keywords/homomorphic-encryption","display_name":"Homomorphic encryption","score":0.6858686804771423},{"id":"https://openalex.org/keywords/hash-function","display_name":"Hash function","score":0.5479287505149841},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5027599334716797},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.48679158091545105},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.3464313745498657},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3291625678539276},{"id":"https://openalex.org/keywords/encryption","display_name":"Encryption","score":0.24334290623664856}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8398824334144592},{"id":"https://openalex.org/C32587265","wikidata":"https://www.wikidata.org/wiki/Q1182260","display_name":"Data deduplication","level":2,"score":0.8332003355026245},{"id":"https://openalex.org/C158338273","wikidata":"https://www.wikidata.org/wiki/Q2154943","display_name":"Homomorphic encryption","level":3,"score":0.6858686804771423},{"id":"https://openalex.org/C99138194","wikidata":"https://www.wikidata.org/wiki/Q183427","display_name":"Hash function","level":2,"score":0.5479287505149841},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5027599334716797},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.48679158091545105},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3464313745498657},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3291625678539276},{"id":"https://openalex.org/C148730421","wikidata":"https://www.wikidata.org/wiki/Q141090","display_name":"Encryption","level":2,"score":0.24334290623664856}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4018/ijoci.2018070104","is_oa":false,"landing_page_url":"https://doi.org/10.4018/ijoci.2018070104","pdf_url":null,"source":{"id":"https://openalex.org/S199269040","display_name":"International Journal of Organizational and Collective Intelligence","issn_l":"1947-9344","issn":["1947-9344","1947-9352"],"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":"International Journal of Organizational and Collective 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":33,"referenced_works":["https://openalex.org/W93179768","https://openalex.org/W199752024","https://openalex.org/W1566855226","https://openalex.org/W1596861772","https://openalex.org/W1795624981","https://openalex.org/W1966389434","https://openalex.org/W2000239500","https://openalex.org/W2014784356","https://openalex.org/W2026522166","https://openalex.org/W2057476007","https://openalex.org/W2065259291","https://openalex.org/W2090117217","https://openalex.org/W2090508578","https://openalex.org/W2106237316","https://openalex.org/W2108991785","https://openalex.org/W2109766996","https://openalex.org/W2112022568","https://openalex.org/W2131300413","https://openalex.org/W2131929175","https://openalex.org/W2155690458","https://openalex.org/W2275132005","https://openalex.org/W2320902025","https://openalex.org/W2384402855","https://openalex.org/W2521015532","https://openalex.org/W2545519679","https://openalex.org/W2567002406","https://openalex.org/W2577588312","https://openalex.org/W2737671130","https://openalex.org/W2791895608","https://openalex.org/W3146259567","https://openalex.org/W3165241807","https://openalex.org/W4285719527","https://openalex.org/W6796017329"],"related_works":["https://openalex.org/W3144870715","https://openalex.org/W3142319788","https://openalex.org/W2587188779","https://openalex.org/W3132870970","https://openalex.org/W2943088381","https://openalex.org/W4296125805","https://openalex.org/W4385804830","https://openalex.org/W2144348063","https://openalex.org/W2074021203","https://openalex.org/W1982579475"],"abstract_inverted_index":{"Classifying":[0],"data":[1,18,25,83,120,124],"is":[2,11,26,59,143],"to":[3,8,23,61],"automatically":[4],"assign":[5],"predefined":[6],"classes":[7],"data.":[9,67],"It":[10],"one":[12],"of":[13,17,66,97,118,149],"the":[14,82,89,98],"main":[15],"applications":[16],"mining.":[19],"Having":[20],"complete":[21],"access":[22],"all":[24],"critical":[27],"for":[28,110],"building":[29],"accurate":[30],"models.":[31],"Data":[32],"can":[33,52],"be":[34,43],"highly":[35],"sensitive,":[36],"such":[37],"as":[38],"biomedical":[39,119],"data,":[40],"which":[41],"cannot":[42],"disclosed":[44],"or":[45,133],"shared":[46],"with":[47],"third":[48],"party,":[49],"because":[50],"it":[51],"harm":[53],"individuals":[54],"and":[55,64,101,112,145],"organizations.":[56],"The":[57],"challenge":[58],"how":[60],"preserve":[62],"privacy":[63,94,115],"usefulness":[65],"Privacy":[68],"preserving":[69,116],"classification":[70,117],"addresses":[71],"this":[72,87],"problem.":[73],"Collaborative":[74],"models":[75],"are":[76,136],"constructed":[77],"over":[78,121],"networks":[79],"without":[80,147],"violating":[81],"owners'":[84],"privacy.":[85],"In":[86],"article,":[88],"authors":[90],"address":[91],"two":[92,127],"problems:":[93],"records":[95,100],"deduplication":[96,111],"same":[99],"privacy-preserving":[102],"classification.":[103],"They":[104],"propose":[105],"a":[106],"randomized":[107],"hash":[108],"technic":[109],"an":[113],"enhanced":[114],"horizontally":[122],"distributed":[123],"based":[125],"on":[126],"homomorphic":[128],"encryptions.":[129],"No":[130],"private,":[131],"intermediate":[132],"final":[134],"results":[135],"disclosed.":[137],"Experimentations":[138],"show":[139],"that":[140],"their":[141],"solution":[142],"efficient":[144],"secure":[146],"loss":[148],"accuracy.":[150]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
