{"id":"https://openalex.org/W1494552028","doi":null,"title":"Classification in P2P Networks by Bagging Cascade RSVMs","display_name":"Classification in P2P Networks by Bagging Cascade RSVMs","publication_year":2008,"publication_date":"2008-01-01","ids":{"openalex":"https://openalex.org/W1494552028","mag":"1494552028"},"language":"en","primary_location":{"id":"pmh:oai:CiteSeerX.psu:10.1.1.143.6762","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.6762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.vldb.org/conf/2008/workshops/WProc_dbisp2p08/Paper_19.pdf","raw_type":"text"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":[],"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/A5015414125","display_name":"Hock Hee Ang","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Hock Hee Ang","raw_affiliation_strings":["Nanyang Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108353088","display_name":"Vikvekanand Gopalkrishnan","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Vikvekanand Gopalkrishnan","raw_affiliation_strings":["Nanyang Technological University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074834854","display_name":"Steven C. H. Hoi","orcid":"https://orcid.org/0000-0002-4584-3453","observed_orcids":["https://orcid.org/0000-0002-4584-3453"]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Steven C. H. Hoi","raw_affiliation_strings":["Nanyang Technological University"],"raw_orcid":"https://orcid.org/0000-0002-4584-3453","affiliations":[{"raw_affiliation_string":"Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008926869","display_name":"Wee Keong Ng","orcid":"https://orcid.org/0000-0001-7106-2768","observed_orcids":["https://orcid.org/0000-0001-7106-2768"]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Wee Keong Ng","raw_affiliation_strings":["Nanyang Technological University"],"raw_orcid":"https://orcid.org/0000-0001-7106-2768","affiliations":[{"raw_affiliation_string":"Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001971672","display_name":"Anwitaman Datta","orcid":"https://orcid.org/0000-0002-4203-1572","observed_orcids":["https://orcid.org/0000-0002-4203-1572"]},"institutions":[{"id":"https://openalex.org/I172675005","display_name":"Nanyang Technological University","ror":"https://ror.org/02e7b5302","country_code":"SG","type":"education","lineage":["https://openalex.org/I172675005"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Anwitaman Datta","raw_affiliation_strings":["Nanyang Technological University"],"raw_orcid":"https://orcid.org/0000-0002-4203-1572","affiliations":[{"raw_affiliation_string":"Nanyang Technological University","institution_ids":["https://openalex.org/I172675005"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I172675005"],"apc_list":null,"apc_paid":null,"fwci":0.736,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.62446309,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":93,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"13","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9312000274658203,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9312000274658203,"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/T11550","display_name":"Text and Document Classification Technologies","score":0.00860000029206276,"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/T11598","display_name":"Internet Traffic Analysis and Secure E-voting","score":0.006899999920278788,"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/peer-to-peer-networks","display_name":"peer-to-peer networks","score":0.953000009059906},{"id":"https://openalex.org/keywords/distributed-classification","display_name":"distributed classification","score":0.6520000100135803},{"id":"https://openalex.org/keywords/bagging","display_name":"bagging","score":0.8809999823570251},{"id":"https://openalex.org/keywords/computational-efficiency","display_name":"computational efficiency","score":0.6919999718666077},{"id":"https://openalex.org/keywords/scalability","display_name":"scalability","score":0.5400000214576721},{"id":"https://openalex.org/keywords/data-privacy","display_name":"data privacy","score":0.871999979019165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7500720024108887},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.7182154655456543},{"id":"https://openalex.org/C152124472","wikidata":"https://www.wikidata.org/wiki/Q1204361","display_name":"Redundancy (engineering)","level":2,"score":0.7066599130630493},{"id":"https://openalex.org/C2775836275","wikidata":"https://www.wikidata.org/wiki/Q3502310","display_name":"Dynamism","level":2,"score":0.652048647403717},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.6276788711547852},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.5518438220024109},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5436288118362427},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5209625959396362},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47126173973083496},{"id":"https://openalex.org/C34146451","wikidata":"https://www.wikidata.org/wiki/Q5048094","display_name":"Cascade","level":2,"score":0.43379640579223633},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.11913064122200012},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.09717360138893127},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C42360764","wikidata":"https://www.wikidata.org/wiki/Q83588","display_name":"Chemical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"pmh:oai:CiteSeerX.psu:10.1.1.143.6762","doi":null,"is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.143.6762","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.vldb.org/conf/2008/workshops/WProc_dbisp2p08/Paper_19.pdf","raw_type":"text"},{"id":"pmh:oai:ink.library.smu.edu.sg:sis_research-3406","doi":null,"is_oa":false,"landing_page_url":"https://ink.library.smu.edu.sg/sis_research/2406","pdf_url":null,"source":{"id":"https://openalex.org/S4306401925","display_name":"Singapore Management University Institutional Knowledge (InK) (Singapore Management University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I79891267","host_organization_name":"Singapore Management University","host_organization_lineage":["https://openalex.org/I79891267"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Conference Proceeding Article"},{"id":"mag:1494552028","doi":null,"is_oa":false,"landing_page_url":"https://dblp.uni-trier.de/db/conf/dbisp2p/dbisp2p2008.html#AngGHND08","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W150939725","https://openalex.org/W202059055","https://openalex.org/W1508891771","https://openalex.org/W1558741833","https://openalex.org/W1568244992","https://openalex.org/W1588100052","https://openalex.org/W1597346716","https://openalex.org/W1621799579","https://openalex.org/W2093717447","https://openalex.org/W2112796928","https://openalex.org/W2117990954","https://openalex.org/W2142114945","https://openalex.org/W2147128677","https://openalex.org/W2153635508","https://openalex.org/W2157143219","https://openalex.org/W2161549499","https://openalex.org/W2912934387","https://openalex.org/W3120740533"],"related_works":["https://openalex.org/W2010211461","https://openalex.org/W2537641636","https://openalex.org/W1483706941","https://openalex.org/W1524005847","https://openalex.org/W2405536386","https://openalex.org/W7097150114","https://openalex.org/W1549457267","https://openalex.org/W2180863647","https://openalex.org/W7096759163","https://openalex.org/W2131144322"],"abstract_inverted_index":{"Abstract.":[0],"Data":[1],"mining":[2],"tasks":[3],"in":[4,29,51,81],"P2P":[5,30,52,58,137,149],"are":[6],"bound":[7],"by":[8,61],"issues":[9],"like":[10],"scalability,":[11],"peer":[12],"dynamism,":[13],"asynchronism,":[14],"and":[15,54,84,110,118,133,144],"data":[16],"privacy":[17],"preservation.":[18],"These":[19],"challenges":[20],"pose":[21],"difficulties":[22],"for":[23],"deploying":[24],"conventional":[25],"machine":[26],"learning":[27],"techniques":[28],"networks,":[31],"which":[32],"may":[33],"be":[34],"hard":[35],"to":[36,41,94,128],"achieve":[37],"classification":[38,49,59,125,150],"accuracies":[39,126],"comparable":[40,127],"regular":[42],"centralized":[43,131],"solutions.":[44],"We":[45],"recently":[46],"investigated":[47],"the":[48,73,96,99,108,114,130,134,142,147],"problem":[50],"networks":[53],"proposed":[55,136],"a":[56,91],"novel":[57],"approach":[60,93],"cascading":[62],"Reduced":[63],"Support":[64],"Vector":[65],"Machines":[66],"(RSVM).":[67],"Although":[68],"promising":[69],"results":[70,140],"were":[71],"obtained,":[72],"existing":[74],"solution":[75,132],"has":[76],"some":[77],"drawback":[78],"of":[79,98,116,146],"redundancy":[80,109],"both":[82,129],"communication":[83,117],"computation.":[85],"In":[86],"this":[87],"paper,":[88],"we":[89],"present":[90],"new":[92,103,148],"over":[95],"limitation":[97],"previous":[100],"approach.":[101],"The":[102],"method":[104],"can":[105],"effectively":[106],"reduce":[107],"thus":[111],"significantly":[112],"improve":[113],"efficiency":[115],"computation,":[119],"meanwhile":[120],"it":[121],"still":[122],"maintains":[123],"good":[124],"previously":[135],"solution.":[138,151],"Experimental":[139],"demonstrate":[141],"feasibility":[143],"effectiveness":[145],"1":[152]},"counts_by_year":[{"year":2015,"cited_by_count":2},{"year":2013,"cited_by_count":2}],"updated_date":"2026-09-26T08:19:03.415552","created_date":"2016-06-24T00:00:00"}
