{"id":"https://openalex.org/W2146471628","doi":"https://doi.org/10.1109/hpcsim.2011.5999893","title":"Distributed hoeffding trees for pocket data mining","display_name":"Distributed hoeffding trees for pocket data mining","publication_year":2011,"publication_date":"2011-07-01","ids":{"openalex":"https://openalex.org/W2146471628","doi":"https://doi.org/10.1109/hpcsim.2011.5999893","mag":"2146471628"},"language":"en","primary_location":{"id":"doi:10.1109/hpcsim.2011.5999893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing & Simulation","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/A5085158698","display_name":"Frederic Stahl","orcid":"https://orcid.org/0000-0002-4860-0203"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Frederic Stahl","raw_affiliation_strings":["University of Portsmouth, UK","University Of Portsmouth"],"affiliations":[{"raw_affiliation_string":"University of Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University Of Portsmouth","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016157034","display_name":"Mohamed Medhat Gaber","orcid":"https://orcid.org/0000-0003-0339-4474"},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Mohamed Medhat Gaber","raw_affiliation_strings":["University of Portsmouth, UK","University Of Portsmouth"],"affiliations":[{"raw_affiliation_string":"University of Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University Of Portsmouth","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112240698","display_name":"Max Bramer","orcid":null},"institutions":[{"id":"https://openalex.org/I63072094","display_name":"University of Portsmouth","ror":"https://ror.org/03ykbk197","country_code":"GB","type":"education","lineage":["https://openalex.org/I63072094"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Max Bramer","raw_affiliation_strings":["University of Portsmouth, UK","University Of Portsmouth"],"affiliations":[{"raw_affiliation_string":"University of Portsmouth, UK","institution_ids":["https://openalex.org/I63072094"]},{"raw_affiliation_string":"University Of Portsmouth","institution_ids":["https://openalex.org/I63072094"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036357902","display_name":"Philip S. Yu","orcid":"https://orcid.org/0000-0002-3491-5968"},"institutions":[{"id":"https://openalex.org/I39422238","display_name":"University of Illinois Chicago","ror":"https://ror.org/02mpq6x41","country_code":"US","type":"education","lineage":["https://openalex.org/I39422238"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Philip S Yu","raw_affiliation_strings":["University of Illinois, Chicago, USA","University of Illinois at Chicago"],"affiliations":[{"raw_affiliation_string":"University of Illinois, Chicago, USA","institution_ids":["https://openalex.org/I39422238"]},{"raw_affiliation_string":"University of Illinois at Chicago","institution_ids":["https://openalex.org/I39422238"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085158698"],"corresponding_institution_ids":["https://openalex.org/I63072094"],"apc_list":null,"apc_paid":null,"fwci":0.4276,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.73916595,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":"6 206","issue":null,"first_page":"686","last_page":"692"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","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/T12761","display_name":"Data Stream Mining Techniques","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/T10400","display_name":"Network Security and Intrusion Detection","score":0.9889000058174133,"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/T10742","display_name":"Peer-to-Peer Network Technologies","score":0.9810000061988831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.7972202897071838},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7434320449829102},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6398423910140991},{"id":"https://openalex.org/keywords/streaming-data","display_name":"Streaming data","score":0.5997369885444641},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5978080630302429},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5951207876205444},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.550331711769104},{"id":"https://openalex.org/keywords/tree","display_name":"Tree (set theory)","score":0.45855870842933655},{"id":"https://openalex.org/keywords/mobile-device","display_name":"Mobile device","score":0.434982031583786},{"id":"https://openalex.org/keywords/distributed-computing","display_name":"Distributed computing","score":0.39091742038726807},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.22980281710624695},{"id":"https://openalex.org/keywords/world-wide-web","display_name":"World Wide Web","score":0.09669467806816101},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.08825284242630005}],"concepts":[{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.7972202897071838},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7434320449829102},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6398423910140991},{"id":"https://openalex.org/C2777611316","wikidata":"https://www.wikidata.org/wiki/Q39045282","display_name":"Streaming data","level":2,"score":0.5997369885444641},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5978080630302429},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5951207876205444},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.550331711769104},{"id":"https://openalex.org/C113174947","wikidata":"https://www.wikidata.org/wiki/Q2859736","display_name":"Tree (set theory)","level":2,"score":0.45855870842933655},{"id":"https://openalex.org/C186967261","wikidata":"https://www.wikidata.org/wiki/Q5082128","display_name":"Mobile device","level":2,"score":0.434982031583786},{"id":"https://openalex.org/C120314980","wikidata":"https://www.wikidata.org/wiki/Q180634","display_name":"Distributed computing","level":1,"score":0.39091742038726807},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.22980281710624695},{"id":"https://openalex.org/C136764020","wikidata":"https://www.wikidata.org/wiki/Q466","display_name":"World Wide Web","level":1,"score":0.09669467806816101},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.08825284242630005},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/hpcsim.2011.5999893","is_oa":false,"landing_page_url":"https://doi.org/10.1109/hpcsim.2011.5999893","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2011 International Conference on High Performance Computing & Simulation","raw_type":"proceedings-article"},{"id":"pmh:oai:centaur.reading.ac.uk:30157","is_oa":false,"landing_page_url":"https://centaur.reading.ac.uk/30157/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402273","display_name":"CentAUR (University of Reading)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I71052956","host_organization_name":"University of Reading","host_organization_lineage":["https://openalex.org/I71052956"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Book or Report Section"},{"id":"pmh:oai:researchportal.port.ac.uk:publications/f9783d09-331e-4ea9-9ee3-f0ec701592d4","is_oa":false,"landing_page_url":"https://researchportal.port.ac.uk/portal/en/publications/distributed-hoeffding-trees-for-pocket-data-mining(f9783d09-331e-4ea9-9ee3-f0ec701592d4).html","pdf_url":null,"source":{"id":"https://openalex.org/S4306401774","display_name":"Portsmouth Research Portal (University of Portsmouth)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I63072094","host_organization_name":"University of Portsmouth","host_organization_lineage":["https://openalex.org/I63072094"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.49000000953674316,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W8543266","https://openalex.org/W161970714","https://openalex.org/W186933468","https://openalex.org/W326813064","https://openalex.org/W1504694836","https://openalex.org/W1507681143","https://openalex.org/W1516923404","https://openalex.org/W1543395562","https://openalex.org/W1578276759","https://openalex.org/W1578494554","https://openalex.org/W1585387811","https://openalex.org/W1594105822","https://openalex.org/W1891518804","https://openalex.org/W1904065432","https://openalex.org/W1970457268","https://openalex.org/W1980992497","https://openalex.org/W1985711622","https://openalex.org/W2010657328","https://openalex.org/W2014524091","https://openalex.org/W2041985753","https://openalex.org/W2068714596","https://openalex.org/W2103012681","https://openalex.org/W2113447231","https://openalex.org/W2114035912","https://openalex.org/W2114185933","https://openalex.org/W2116611834","https://openalex.org/W2119939946","https://openalex.org/W2123504579","https://openalex.org/W2125055259","https://openalex.org/W2135335717","https://openalex.org/W2361024996","https://openalex.org/W2466512847","https://openalex.org/W2966207845","https://openalex.org/W3003253354","https://openalex.org/W4233413206","https://openalex.org/W4237444738","https://openalex.org/W4292404994","https://openalex.org/W6607558528","https://openalex.org/W6632515713","https://openalex.org/W6634737538","https://openalex.org/W6634887771","https://openalex.org/W6635742942","https://openalex.org/W6677056509","https://openalex.org/W6680192438"],"related_works":["https://openalex.org/W4389449520","https://openalex.org/W4246591448","https://openalex.org/W2060628068","https://openalex.org/W3208495060","https://openalex.org/W2801575137","https://openalex.org/W2235038291","https://openalex.org/W1658774705","https://openalex.org/W25382803","https://openalex.org/W2277307313","https://openalex.org/W2593770100"],"abstract_inverted_index":{"Collaborative":[0],"mining":[1,86],"of":[2,43,78,87,94,109],"distributed":[3,44],"data":[4,29,50],"streams":[5],"in":[6,51,60],"a":[7,57,70,76],"mobile":[8,67],"computing":[9],"environment":[10],"is":[11,97],"referred":[12],"to":[13],"as":[14],"Pocket":[15],"Data":[16],"Mining":[17],"PDM.":[18],"Hoeffding":[19,45,72],"trees":[20,46],"techniques":[21],"have":[22,36,55,83,105],"been":[23],"experimentally":[24],"and":[25,39],"analytically":[26],"validated":[27,106],"for":[28,47,116],"stream":[30],"classification.":[31],"In":[32],"this":[33],"paper,":[34],"we":[35,82],"proposed,":[37],"developed":[38],"evaluated":[40],"the":[41,79,85,98,107],"adoption":[42],"classifying":[48],"streaming":[49],"PDM":[52],"applications.":[53],"We":[54],"identified":[56],"realistic":[58],"scenario":[59],"which":[61,96],"different":[62],"users":[63],"equipped":[64],"with":[65,91],"smart":[66],"devices":[68],"run":[69],"local":[71],"tree":[73],"classifier":[74],"on":[75],"subset":[77],"attributes.":[80],"Thus,":[81],"investigated":[84],"vertically":[88],"partitioned":[89],"datasets":[90],"possible":[92],"overlap":[93],"attributes,":[95],"more":[99],"likely":[100],"case.":[101],"Our":[102],"experimental":[103],"results":[104],"efficiency":[108],"our":[110],"proposed":[111],"model":[112],"achieving":[113],"promising":[114],"accuracy":[115],"real":[117],"deployment.":[118]},"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}