{"id":"https://openalex.org/W2405491124","doi":"https://doi.org/10.1137/1.9781611973440.82","title":"Result Integrity Verification of Outsourced Bayesian Network Structure Learning","display_name":"Result Integrity Verification of Outsourced Bayesian Network Structure Learning","publication_year":2014,"publication_date":"2014-04-28","ids":{"openalex":"https://openalex.org/W2405491124","doi":"https://doi.org/10.1137/1.9781611973440.82","mag":"2405491124"},"language":"en","primary_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1137/1.9781611973440.82","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"type":"article","type_crossref":"proceedings-article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://doi.org/10.1137/1.9781611973440.82","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101428008","display_name":"Ruilin Liu","orcid":"https://orcid.org/0000-0001-6335-1228"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ruilin Liu","raw_affiliation_strings":["Stevens Institute of Technology, NJ, USA."],"affiliations":[{"raw_affiliation_string":"Stevens Institute of Technology, NJ, USA.","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100678679","display_name":"Hui Wang","orcid":"https://orcid.org/0000-0003-0493-185X"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hui (Wendy) Wang","raw_affiliation_strings":["Contact author. Stevens Institute of Technology, NJ, USA."],"affiliations":[{"raw_affiliation_string":"Contact author. Stevens Institute of Technology, NJ, USA.","institution_ids":["https://openalex.org/I108468826"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5066611124","display_name":"Changhe Yuan","orcid":"https://orcid.org/0000-0001-5268-6620"},"institutions":[{"id":"https://openalex.org/I111455621","display_name":"Queens College, CUNY","ror":"https://ror.org/03v8adn41","country_code":"US","type":"education","lineage":["https://openalex.org/I111455621"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Changhe Yuan","raw_affiliation_strings":["Queens College, City University of New York, Flushing, NY."],"affiliations":[{"raw_affiliation_string":"Queens College, City University of New York, Flushing, NY.","institution_ids":["https://openalex.org/I111455621"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5066611124"],"corresponding_institution_ids":["https://openalex.org/I111455621"],"apc_list":null,"apc_paid":null,"fwci":0.439,"has_fulltext":true,"fulltext_origin":"pdf","cited_by_count":5,"citation_normalized_percentile":{"value":0.554992,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":81,"max":82},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11303","display_name":"Learning and Inference in Bayesian Networks","score":0.9997,"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/T11303","display_name":"Learning and Inference in Bayesian Networks","score":0.9997,"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 Assessment and Improvement","score":0.9967,"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/T10538","display_name":"Data Mining Techniques and Applications","score":0.9885,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/structure-learning","display_name":"Structure Learning","score":0.546603},{"id":"https://openalex.org/keywords/data-integration","display_name":"Data Integration","score":0.516387},{"id":"https://openalex.org/keywords/data-cleaning","display_name":"Data Cleaning","score":0.51326},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data Mining","score":0.506405},{"id":"https://openalex.org/keywords/temporal-data-mining","display_name":"Temporal Data Mining","score":0.501146}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.79808366},{"id":"https://openalex.org/C33724603","wikidata":"https://www.wikidata.org/wiki/Q812540","display_name":"Bayesian network","level":2,"score":0.59759575},{"id":"https://openalex.org/C2779960059","wikidata":"https://www.wikidata.org/wiki/Q7113681","display_name":"Overhead (engineering)","level":2,"score":0.5816408},{"id":"https://openalex.org/C116537","wikidata":"https://www.wikidata.org/wiki/Q2169973","display_name":"Service provider","level":3,"score":0.5475177},{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.54470843},{"id":"https://openalex.org/C46934059","wikidata":"https://www.wikidata.org/wiki/Q61515","display_name":"Outsourcing","level":2,"score":0.53617936},{"id":"https://openalex.org/C2780378061","wikidata":"https://www.wikidata.org/wiki/Q25351891","display_name":"Service (business)","level":2,"score":0.50532037},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.4902423},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4379911},{"id":"https://openalex.org/C162319229","wikidata":"https://www.wikidata.org/wiki/Q175263","display_name":"Data structure","level":2,"score":0.4147993},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3544442},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33789703},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.3332951},{"id":"https://openalex.org/C136264566","wikidata":"https://www.wikidata.org/wiki/Q159810","display_name":"Economy","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"is_oa":true,"landing_page_url":"https://doi.org/10.1137/1.9781611973440.82","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true}],"best_oa_location":{"is_oa":true,"landing_page_url":"https://doi.org/10.1137/1.9781611973440.82","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true},"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":22,"referenced_works":["https://openalex.org/W1547246444","https://openalex.org/W1557386445","https://openalex.org/W1605766051","https://openalex.org/W1896384678","https://openalex.org/W1968908999","https://openalex.org/W2008906462","https://openalex.org/W2019578639","https://openalex.org/W2043508455","https://openalex.org/W2052388228","https://openalex.org/W2096390054","https://openalex.org/W2099900459","https://openalex.org/W2114462835","https://openalex.org/W2132605415","https://openalex.org/W2146099890","https://openalex.org/W2159080219","https://openalex.org/W2404959941","https://openalex.org/W2405491124","https://openalex.org/W26361778","https://openalex.org/W2729336600","https://openalex.org/W2963073192","https://openalex.org/W4236354166","https://openalex.org/W4242080281"],"related_works":["https://openalex.org/W618293728","https://openalex.org/W4231184955","https://openalex.org/W2788012436","https://openalex.org/W2382515644","https://openalex.org/W2374784346","https://openalex.org/W2358200898","https://openalex.org/W2325765407","https://openalex.org/W2291845669","https://openalex.org/W200604156","https://openalex.org/W1930396972"],"abstract_inverted_index":{"Previous":[0,168],"chapter":[1,3,169,171],"Next":[2,170],"Full":[4],"AccessProceedings":[5],"Proceedings":[6],"of":[7,19,77,81,110,113],"the":[8,55,58,78,87,92,108,122,142],"2014":[9],"SIAM":[10],"International":[11],"Conference":[12],"on":[13,107],"Data":[14],"Mining":[15],"(SDM)Result":[16],"Integrity":[17],"Verification":[18],"Outsourced":[20],"Bayesian":[21,115,185],"Network":[22],"Structure":[23],"LearningRuilin":[24],"Liu,":[25,32],"Hui":[26,33],"(Wendy)":[27,34],"Wang,":[28,35],"and":[29,36,67,149,166],"Changhe":[30,37],"YuanRuilin":[31],"Yuanpp.713":[38],"-":[39],"721Chapter":[40],"DOI:https://doi.org/10.1137/1.9781611973440.82PDFBibTexSections":[41],"ToolsAdd":[42],"to":[43,71,128,140],"favoritesExport":[44],"CitationTrack":[45],"CitationsEmail":[46],"SectionsAboutAbstract":[47],"There":[48],"has":[49,96],"been":[50],"considerable":[51],"recent":[52],"interest":[53],"in":[54],"data-mining-as-a-service":[56],"paradigm:":[57],"client":[59,88],"that":[60,91,126,156],"lacks":[61],"computational":[62],"resources":[63],"outsources":[64],"his/her":[65],"data":[66,68,99],"mining":[69,100],"needs":[70],"a":[72],"third-party":[73],"service":[74,93,124],"provider.":[75],"One":[76],"security":[79],"issues":[80],"this":[82,103],"outsourcing":[83],"paradigm":[84],"is":[85],"how":[86],"can":[89,160],"verify":[90],"provider":[94,125],"indeed":[95],"returned":[97],"correct":[98],"results.":[101],"In":[102],"paper,":[104],"we":[105],"focus":[106],"problem":[109],"result":[111,183],"verification":[112,138,158],"outsourced":[114],"network":[116,186],"(BN)":[117],"structure":[118,145,164,187],"learning.":[119],"We":[120,133],"consider":[121],"untrusted":[123],"intends":[127],"return":[129],"wrong":[130,162],"BN":[131,144,163],"structures.":[132],"develop":[134],"three":[135],"efficient":[136],"probabilistic":[137],"approaches":[139],"catch":[141],"incorrect":[143],"with":[146],"high":[147],"probability":[148],"cheap":[150],"overhead.":[151],"Our":[152],"experimental":[153],"results":[154],"demonstrate":[155],"our":[157],"methods":[159],"capture":[161],"effectively":[165],"efficiently.":[167],"RelatedDetails":[172],"Published:2014eISBN:978-1-61197-344-0":[173],"https://doi.org/10.1137/1.9781611973440Book":[174],"Series":[175],"Name:ProceedingsBook":[176],"Code:PRDT14Book":[177],"Pages:1-1086Key":[178],"words:Data-mining-as-a-service":[179],"(DMaS),":[180],"Cloud":[181],"computing,":[182],"integrity,":[184],"learning":[188]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W2405491124","counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":2},{"year":2014,"cited_by_count":1}],"updated_date":"2024-11-18T21:57:58.031431","created_date":"2016-06-24"}