{"id":"https://openalex.org/W2115358662","doi":"https://doi.org/10.1007/s10994-013-5396-x","title":"Differential privacy based on importance weighting","display_name":"Differential privacy based on importance weighting","publication_year":2013,"publication_date":"2013-06-27","ids":{"openalex":"https://openalex.org/W2115358662","doi":"https://doi.org/10.1007/s10994-013-5396-x","mag":"2115358662","pmid":"https://pubmed.ncbi.nlm.nih.gov/24482559"},"language":"en","primary_location":{"id":"doi:10.1007/s10994-013-5396-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5396-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5396-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5396-x.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045685285","display_name":"Zhanglong Ji","orcid":"https://orcid.org/0000-0002-7017-0289"},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Zhanglong Ji","raw_affiliation_strings":["Department of Computer Science and Engineering 0404, University of California, San Diego, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering 0404, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5038246567","display_name":"Charles Elkan","orcid":null},"institutions":[{"id":"https://openalex.org/I36258959","display_name":"University of California, San Diego","ror":"https://ror.org/0168r3w48","country_code":"US","type":"education","lineage":["https://openalex.org/I36258959"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Charles Elkan","raw_affiliation_strings":["Department of Computer Science and Engineering 0404, University of California, San Diego, USA"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering 0404, University of California, San Diego, USA","institution_ids":["https://openalex.org/I36258959"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5045685285"],"corresponding_institution_ids":["https://openalex.org/I36258959"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":4.4833,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.94595414,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"93","issue":"1","first_page":"163","last_page":"183"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10764","display_name":"Privacy-Preserving Technologies in Data","score":1.0,"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":1.0,"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/T10237","display_name":"Cryptography and Data Security","score":0.9916999936103821,"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/T11045","display_name":"Privacy, Security, and Data Protection","score":0.9819999933242798,"subfield":{"id":"https://openalex.org/subfields/3312","display_name":"Sociology and Political Science"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/differential-privacy","display_name":"Differential privacy","score":0.9637736082077026},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7253247499465942},{"id":"https://openalex.org/keywords/weighting","display_name":"Weighting","score":0.6773666739463806},{"id":"https://openalex.org/keywords/confidentiality","display_name":"Confidentiality","score":0.6544525027275085},{"id":"https://openalex.org/keywords/variance","display_name":"Variance (accounting)","score":0.5868380665779114},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.5427468419075012},{"id":"https://openalex.org/keywords/information-privacy","display_name":"Information privacy","score":0.5328092575073242},{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.4846270978450775},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.46156826615333557},{"id":"https://openalex.org/keywords/privacy-protection","display_name":"Privacy protection","score":0.45800966024398804},{"id":"https://openalex.org/keywords/private-information-retrieval","display_name":"Private information retrieval","score":0.4326932430267334},{"id":"https://openalex.org/keywords/data-publishing","display_name":"Data publishing","score":0.43056538701057434},{"id":"https://openalex.org/keywords/internet-privacy","display_name":"Internet privacy","score":0.2854781746864319},{"id":"https://openalex.org/keywords/publishing","display_name":"Publishing","score":0.24243324995040894},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.22041454911231995},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1790899932384491},{"id":"https://openalex.org/keywords/law","display_name":"Law","score":0.0748007595539093},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.06824219226837158}],"concepts":[{"id":"https://openalex.org/C23130292","wikidata":"https://www.wikidata.org/wiki/Q5275358","display_name":"Differential privacy","level":2,"score":0.9637736082077026},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7253247499465942},{"id":"https://openalex.org/C183115368","wikidata":"https://www.wikidata.org/wiki/Q856577","display_name":"Weighting","level":2,"score":0.6773666739463806},{"id":"https://openalex.org/C71745522","wikidata":"https://www.wikidata.org/wiki/Q2476929","display_name":"Confidentiality","level":2,"score":0.6544525027275085},{"id":"https://openalex.org/C196083921","wikidata":"https://www.wikidata.org/wiki/Q7915758","display_name":"Variance (accounting)","level":2,"score":0.5868380665779114},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.5427468419075012},{"id":"https://openalex.org/C123201435","wikidata":"https://www.wikidata.org/wiki/Q456632","display_name":"Information privacy","level":2,"score":0.5328092575073242},{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.4846270978450775},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.46156826615333557},{"id":"https://openalex.org/C3017597292","wikidata":"https://www.wikidata.org/wiki/Q25052250","display_name":"Privacy protection","level":2,"score":0.45800966024398804},{"id":"https://openalex.org/C99221444","wikidata":"https://www.wikidata.org/wiki/Q1532069","display_name":"Private information retrieval","level":2,"score":0.4326932430267334},{"id":"https://openalex.org/C2781396290","wikidata":"https://www.wikidata.org/wiki/Q17051824","display_name":"Data publishing","level":3,"score":0.43056538701057434},{"id":"https://openalex.org/C108827166","wikidata":"https://www.wikidata.org/wiki/Q175975","display_name":"Internet privacy","level":1,"score":0.2854781746864319},{"id":"https://openalex.org/C151719136","wikidata":"https://www.wikidata.org/wiki/Q3972943","display_name":"Publishing","level":2,"score":0.24243324995040894},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.22041454911231995},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1790899932384491},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0748007595539093},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.06824219226837158},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0},{"id":"https://openalex.org/C126838900","wikidata":"https://www.wikidata.org/wiki/Q77604","display_name":"Radiology","level":1,"score":0.0},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.0},{"id":"https://openalex.org/C121955636","wikidata":"https://www.wikidata.org/wiki/Q4116214","display_name":"Accounting","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1007/s10994-013-5396-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5396-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5396-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},{"id":"pmid:24482559","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/24482559","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine learning","raw_type":null},{"id":"pmh:oai:europepmc.org:2888635","is_oa":false,"landing_page_url":"http://europepmc.org/articles/PMC3904646","pdf_url":null,"source":{"id":"https://openalex.org/S4306400806","display_name":"Europe PMC (PubMed Central)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1303153112","host_organization_name":"European Bioinformatics Institute","host_organization_lineage":["https://openalex.org/I1303153112"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:3904646","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/3904646","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Mach Learn","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s10994-013-5396-x","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10994-013-5396-x","pdf_url":"https://link.springer.com/content/pdf/10.1007%2Fs10994-013-5396-x.pdf","source":{"id":"https://openalex.org/S62148650","display_name":"Machine Learning","issn_l":"0885-6125","issn":["0885-6125","1573-0565"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Machine Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.699999988079071,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G1369591831","display_name":null,"funder_award_id":"UL1TR000","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G2225737672","display_name":null,"funder_award_id":"U54HL108460","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3136917840","display_name":null,"funder_award_id":"U54HL10846","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G4448319866","display_name":null,"funder_award_id":"GM077402","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G577068220","display_name":null,"funder_award_id":"UL1TR000100","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G7051056726","display_name":null,"funder_award_id":"1TR000100","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"}],"funders":[{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2115358662.pdf","grobid_xml":"https://content.openalex.org/works/W2115358662.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W204885769","https://openalex.org/W1454425525","https://openalex.org/W1544182726","https://openalex.org/W1578588790","https://openalex.org/W1598033630","https://openalex.org/W1873763122","https://openalex.org/W1985310469","https://openalex.org/W2005107218","https://openalex.org/W2022097286","https://openalex.org/W2042469398","https://openalex.org/W2049599124","https://openalex.org/W2057576485","https://openalex.org/W2059575958","https://openalex.org/W2099259603","https://openalex.org/W2102689555","https://openalex.org/W2104803737","https://openalex.org/W2107103101","https://openalex.org/W2107633422","https://openalex.org/W2119219356","https://openalex.org/W2119874464","https://openalex.org/W2121386703","https://openalex.org/W2123958887","https://openalex.org/W2133610185","https://openalex.org/W2138309709","https://openalex.org/W2163288162","https://openalex.org/W2169570643","https://openalex.org/W2170204206","https://openalex.org/W2561675875","https://openalex.org/W2911978475","https://openalex.org/W2913668833","https://openalex.org/W3120740533","https://openalex.org/W4247499782","https://openalex.org/W4285719527","https://openalex.org/W6665288238","https://openalex.org/W6676297361"],"related_works":["https://openalex.org/W2961912854","https://openalex.org/W3094463742","https://openalex.org/W2915559073","https://openalex.org/W3169192711","https://openalex.org/W2884294946","https://openalex.org/W3209392453","https://openalex.org/W3010781909","https://openalex.org/W2951798800","https://openalex.org/W2765216123","https://openalex.org/W4200233390"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":6},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":6},{"year":2018,"cited_by_count":2},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":3},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":4},{"year":2013,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
