{"id":"https://openalex.org/W2023170604","doi":"https://doi.org/10.1145/1459359.1459398","title":"Configuring topologies of distributed semantic concept classifiers for continuous multimedia stream processing","display_name":"Configuring topologies of distributed semantic concept classifiers for continuous multimedia stream processing","publication_year":2008,"publication_date":"2008-10-26","ids":{"openalex":"https://openalex.org/W2023170604","doi":"https://doi.org/10.1145/1459359.1459398","mag":"2023170604"},"language":"en","primary_location":{"id":"doi:10.1145/1459359.1459398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1459359.1459398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM international conference on Multimedia","raw_type":"proceedings-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/A5056925015","display_name":"Deepak S. Turaga","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Deepak S. Turaga","raw_affiliation_strings":["IBM T. J. Watson Research Center, Hawthorne, NY, USA","IBM T.J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM T.J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076289723","display_name":"Brian Foo","orcid":"https://orcid.org/0009-0004-1361-0382"},"institutions":[{"id":"https://openalex.org/I161318765","display_name":"University of California, Los Angeles","ror":"https://ror.org/046rm7j60","country_code":"US","type":"education","lineage":["https://openalex.org/I161318765"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Brian Foo","raw_affiliation_strings":["University of California, Los Angeles, Los Angeles, CA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of California, Los Angeles, Los Angeles, CA, USA","institution_ids":["https://openalex.org/I161318765"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111450401","display_name":"Olivier Verscheure","orcid":null},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Olivier Verscheure","raw_affiliation_strings":["IBM T. J. Watson Research Center, Hawthorne, NY, USA","IBM T.J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM T.J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033563552","display_name":"Rong Yan","orcid":"https://orcid.org/0000-0001-7925-1280"},"institutions":[{"id":"https://openalex.org/I1341412227","display_name":"IBM (United States)","ror":"https://ror.org/05hh8d621","country_code":"US","type":"company","lineage":["https://openalex.org/I1341412227"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Rong Yan","raw_affiliation_strings":["IBM T. J. Watson Research Center, Hawthorne, NY, USA","IBM T.J. Watson Research Center, Hawthorne, NY, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IBM T. J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]},{"raw_affiliation_string":"IBM T.J. Watson Research Center, Hawthorne, NY, USA","institution_ids":["https://openalex.org/I1341412227"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.8775,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.95699314,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"289","last_page":"298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9994999766349792,"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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9975000023841858,"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/T11644","display_name":"Spam and Phishing Detection","score":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.8849074840545654},{"id":"https://openalex.org/keywords/network-topology","display_name":"Network topology","score":0.6131922006607056},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5647045373916626},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.49785518646240234},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4557676911354065},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.42683154344558716},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3913777768611908},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.38306325674057007},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3782695531845093},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.15698698163032532},{"id":"https://openalex.org/keywords/software-engineering","display_name":"Software engineering","score":0.1036214828491211}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8849074840545654},{"id":"https://openalex.org/C199845137","wikidata":"https://www.wikidata.org/wiki/Q145490","display_name":"Network topology","level":2,"score":0.6131922006607056},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5647045373916626},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.49785518646240234},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4557676911354065},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.42683154344558716},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3913777768611908},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.38306325674057007},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3782695531845093},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.15698698163032532},{"id":"https://openalex.org/C115903868","wikidata":"https://www.wikidata.org/wiki/Q80993","display_name":"Software engineering","level":1,"score":0.1036214828491211},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/1459359.1459398","is_oa":false,"landing_page_url":"https://doi.org/10.1145/1459359.1459398","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 16th ACM international conference on Multimedia","raw_type":"proceedings-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/W46017346","https://openalex.org/W122602527","https://openalex.org/W1512098439","https://openalex.org/W1646696449","https://openalex.org/W1817525120","https://openalex.org/W2025363509","https://openalex.org/W2029437394","https://openalex.org/W2048593361","https://openalex.org/W2049484363","https://openalex.org/W2066055909","https://openalex.org/W2067983738","https://openalex.org/W2084802027","https://openalex.org/W2089150756","https://openalex.org/W2097579725","https://openalex.org/W2099708664","https://openalex.org/W2102018241","https://openalex.org/W2102302373","https://openalex.org/W2103701698","https://openalex.org/W2112216367","https://openalex.org/W2118828104","https://openalex.org/W2119288237","https://openalex.org/W2124298185","https://openalex.org/W2140955554","https://openalex.org/W2141742398","https://openalex.org/W2149416133","https://openalex.org/W2159844592","https://openalex.org/W2162686456","https://openalex.org/W2162747054","https://openalex.org/W2164128653","https://openalex.org/W2165613952","https://openalex.org/W2171145370","https://openalex.org/W3144659726","https://openalex.org/W6601570906"],"related_works":["https://openalex.org/W2770234245","https://openalex.org/W96612179","https://openalex.org/W4229499248","https://openalex.org/W2566006169","https://openalex.org/W1567818861","https://openalex.org/W2987774938","https://openalex.org/W4256492088","https://openalex.org/W632915154","https://openalex.org/W2055733372","https://openalex.org/W3022067003"],"abstract_inverted_index":{"Real-time":[0],"multimedia":[1,25],"semantic":[2,71],"concept":[3,33,48],"detection":[4,49],"requires":[5],"instant":[6],"identification":[7],"of":[8,11,24,54,64,73,75,113,117,131,153,155],"a":[9,45,55,62,70,79],"set":[10],"concepts":[12,74],"in":[13,119,151],"streaming":[14],"video":[15],"or":[16],"images.":[17],"However,":[18],"the":[19,91,110,120,122,128,139],"potentially":[20],"high":[21,28],"data":[22],"volumes":[23],"content,":[26],"and":[27,107,127,143,146],"complexity":[29],"associated":[30],"with":[31,101],"individual":[32,99],"detectors,":[34],"have":[35],"hindered":[36],"its":[37],"practical":[38],"deployment.":[39],"In":[40,94],"this":[41],"paper,":[42],"we":[43,97],"present":[44],"new":[46],"online":[47],"system":[50,123],"deployed":[51],"on":[52,69,90],"top":[53],"distributed":[56],"stream":[57],"mining":[58],"system.":[59],"It":[60],"uses":[61],"tree-topology":[63],"classifiers":[65,100],"that":[66,134,148],"are":[67],"constructed":[68],"hierarchy":[72],"interest.":[76],"We":[77,137],"introduce":[78],"novel":[80],"methodology":[81],"for":[82],"configuring":[83],"such":[84],"cascaded":[85],"classifier":[86],"topologies":[87],"under":[88],"constraints":[89],"available":[92],"resources.":[93],"our":[95,161],"approach,":[96],"configure":[98],"optimized":[102],"operating":[103],"points":[104],"after":[105],"jointly":[106],"explicitly":[108],"considering":[109],"misclassification":[111],"cost":[112],"each":[114,132],"end-to-end":[115],"class":[116],"interest":[118],"tree,":[121],"imposed":[124],"resource":[125],"constraints,":[126],"confidence":[129],"level":[130],"object":[133],"is":[135],"classified.":[136],"describe":[138],"implemented":[140],"application,":[141],"system,":[142],"optimization":[144],"algorithms,":[145],"verify":[147],"significant":[149],"improvement":[150],"terms":[152],"accuracy":[154],"classification":[156],"can":[157],"be":[158],"achieved":[159],"through":[160],"approach.":[162]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}