{"id":"https://openalex.org/W3192063257","doi":"https://doi.org/10.24963/ijcai.2021/326","title":"BAMBOO: A Multi-instance Multi-label Approach Towards VDI User Logon Behavior Modeling","display_name":"BAMBOO: A Multi-instance Multi-label Approach Towards VDI User Logon Behavior Modeling","publication_year":2021,"publication_date":"2021-08-01","ids":{"openalex":"https://openalex.org/W3192063257","doi":"https://doi.org/10.24963/ijcai.2021/326","mag":"3192063257"},"language":"en","primary_location":{"id":"doi:10.24963/ijcai.2021/326","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/326","pdf_url":"https://www.ijcai.org/proceedings/2021/0326.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.ijcai.org/proceedings/2021/0326.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5083493499","display_name":"Wenping Fan","orcid":"https://orcid.org/0000-0001-6602-0571"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Wenping Fan","raw_affiliation_strings":["VMware Information Technology (China) Ltd"],"affiliations":[{"raw_affiliation_string":"VMware Information Technology (China) Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069924847","display_name":"Yao Zhang","orcid":"https://orcid.org/0000-0002-3821-371X"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Zhang","raw_affiliation_strings":["School of Computer Science and Engineering, Southeast University, Nanjing 210096, China","VMware Information Technology (China) Ltd"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, Nanjing 210096, China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"VMware Information Technology (China) Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011023750","display_name":"Qichen Hao","orcid":"https://orcid.org/0000-0002-6582-2721"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qichen Hao","raw_affiliation_strings":["VMware Information Technology (China) Ltd"],"affiliations":[{"raw_affiliation_string":"VMware Information Technology (China) Ltd","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101905905","display_name":"Xinya Wu","orcid":"https://orcid.org/0000-0002-4159-5894"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Xinya Wu","raw_affiliation_strings":["VMware Information Technology (China) Ltd"],"affiliations":[{"raw_affiliation_string":"VMware Information Technology (China) Ltd","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5079083101","display_name":"Min-Ling Zhang","orcid":"https://orcid.org/0000-0003-1880-5918"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"funder","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min-Ling Zhang","raw_affiliation_strings":["Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education, China","School of Computer Science and Engineering, Southeast University, Nanjing 210096, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Computer Network and Information Integration (Southeast University), Ministry of Education, China","institution_ids":["https://openalex.org/I1327237609","https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Southeast University, Nanjing 210096, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5083493499"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.1528,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.50191141,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"2367","last_page":"2373"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11478","display_name":"Caching and Content Delivery","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T11478","display_name":"Caching and Content Delivery","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/1705","display_name":"Computer Networks and Communications"},"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/T10203","display_name":"Recommender Systems and Techniques","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T11165","display_name":"Image and Video Quality Assessment","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7899161577224731},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.439137727022171},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.4049028754234314},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.32326725125312805}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7899161577224731},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.439137727022171},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.4049028754234314},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.32326725125312805},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","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/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.24963/ijcai.2021/326","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/326","pdf_url":"https://www.ijcai.org/proceedings/2021/0326.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"}],"best_oa_location":{"id":"doi:10.24963/ijcai.2021/326","is_oa":true,"landing_page_url":"https://doi.org/10.24963/ijcai.2021/326","pdf_url":"https://www.ijcai.org/proceedings/2021/0326.pdf","source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3192063257.pdf","grobid_xml":"https://content.openalex.org/works/W3192063257.grobid-xml"},"referenced_works_count":25,"referenced_works":["https://openalex.org/W197787652","https://openalex.org/W1523738436","https://openalex.org/W1532044016","https://openalex.org/W1678356000","https://openalex.org/W1838330068","https://openalex.org/W1980462675","https://openalex.org/W2027266161","https://openalex.org/W2037248153","https://openalex.org/W2061554433","https://openalex.org/W2070493638","https://openalex.org/W2110242546","https://openalex.org/W2110485445","https://openalex.org/W2135533176","https://openalex.org/W2137917285","https://openalex.org/W2467074198","https://openalex.org/W2592165076","https://openalex.org/W2605021547","https://openalex.org/W2747599906","https://openalex.org/W2762776925","https://openalex.org/W2883757856","https://openalex.org/W2896916590","https://openalex.org/W2904886311","https://openalex.org/W2963218389","https://openalex.org/W4248855359","https://openalex.org/W4254816979"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"Different":[0],"to":[1,72],"traditional":[2],"on-premise":[3],"VDI":[4,65,99,114,179,193],",":[5],"the":[6,57,69,94,104,123,142,152,166,184,187],"virtual":[7,21,39],"desktops":[8],"in":[9,17,84,103,141,151],"DaaS":[10],"(Desktop":[11],"as":[12,51,68,148,150],"a":[13,85,110],"Service)":[14],"are":[15,23,101,138],"hosted":[16],"public":[18],"cloud":[19],"where":[20,93],"machines":[22,40],"charged":[24],"based":[25],"on":[26,177],"usage.":[27],"Accordingly,":[28],"an":[29],"adaptive":[30],"power":[31,75],"management":[32],"system":[33],"which":[34],"can":[35,53],"turn":[36],"off":[37],"spare":[38],"without":[41],"sacrificing":[42],"end":[43],"user":[44,115,130,194],"experience":[45],"is":[46,119,131,162],"of":[47,186],"significant":[48],"customer":[49],"value":[50],"it":[52],"greatly":[54],"help":[55],"reduce":[56],"running":[58],"cost.":[59],"Generally,":[60],"logon":[61,82,116,195],"behavior":[62,83,117,196],"modeling":[63,81,105,118,197],"for":[64],"users":[66,100,135],"serves":[67],"key":[70],"enabling-technique":[71],"fulfill":[73],"intelligent":[74],"management.":[76],"Prior":[77],"attempts":[78],"work":[79],"by":[80,121,164],"user-dependent":[86],"manner":[87],"with":[88,133,145,155],"tailored":[89],"single-instance":[90],"feature":[91,143],"representation,":[92],"strong":[95],"relationships":[96],"among":[97],"pool-sharing":[98],"ignored":[102],"framework.":[106],"In":[107],"this":[108],"paper,":[109],"novel":[111],"formulation":[112,161],"towards":[113],"proposed":[120,188],"employing":[122],"multi-instance":[124,146],"multi-label":[125,156],"(MIML)":[126],"techniques.":[127,198],"Specifically,":[128],"each":[129],"grouped":[132],"supporting":[134],"whose":[136],"behaviors":[137],"jointly":[139],"modeled":[140],"space":[144,154],"representation":[147],"well":[149],"output":[153],"prediction.":[157],"The":[158],"resulting":[159],"MIML":[160,168],"optimized":[163],"adapting":[165],"popular":[167],"boosting":[169],"procedure":[170],"via":[171],"balanced":[172],"error-rate":[173],"minimization.":[174],"Experimental":[175],"studies":[176],"real":[178],"customers'":[180],"data":[181],"clearly":[182],"validate":[183],"effectiveness":[185],"MIML-based":[189],"approach":[190],"against":[191],"state-of-the-art":[192]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
