{"id":"https://openalex.org/W2934371569","doi":"https://doi.org/10.1109/ceec.2018.8674215","title":"SLDPC: Towards Second Order Learning for Detecting Persistent Clusters in Data Streams","display_name":"SLDPC: Towards Second Order Learning for Detecting Persistent Clusters in Data Streams","publication_year":2018,"publication_date":"2018-09-01","ids":{"openalex":"https://openalex.org/W2934371569","doi":"https://doi.org/10.1109/ceec.2018.8674215","mag":"2934371569"},"language":"en","primary_location":{"id":"doi:10.1109/ceec.2018.8674215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ceec.2018.8674215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th Computer Science and Electronic Engineering (CEEC)","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/A5004188513","display_name":"Ammar Al Abd Alazeez","orcid":null},"institutions":[{"id":"https://openalex.org/I92864154","display_name":"University of Buckingham","ror":"https://ror.org/03kd28f18","country_code":"GB","type":"education","lineage":["https://openalex.org/I92864154"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Ammar Al Abd Alazeez","raw_affiliation_strings":["Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK","institution_ids":["https://openalex.org/I92864154"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108472555","display_name":"Sabah Jassim","orcid":"https://orcid.org/0000-0002-3007-871X"},"institutions":[{"id":"https://openalex.org/I92864154","display_name":"University of Buckingham","ror":"https://ror.org/03kd28f18","country_code":"GB","type":"education","lineage":["https://openalex.org/I92864154"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Sabah Jassim","raw_affiliation_strings":["Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK","institution_ids":["https://openalex.org/I92864154"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102944686","display_name":"Hongbo Du","orcid":"https://orcid.org/0000-0002-2498-2040"},"institutions":[{"id":"https://openalex.org/I92864154","display_name":"University of Buckingham","ror":"https://ror.org/03kd28f18","country_code":"GB","type":"education","lineage":["https://openalex.org/I92864154"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Hongbo Du","raw_affiliation_strings":["Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Applied Computing, The University of Buckingham, Buckingham, MK18 1EG, UK","institution_ids":["https://openalex.org/I92864154"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I92864154"],"apc_list":null,"apc_paid":null,"fwci":0.4914,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.74827568,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":97},"biblio":{"volume":"38","issue":null,"first_page":"248","last_page":"253"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9998999834060669,"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":0.9998999834060669,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9988999962806702,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9811999797821045,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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":0.8407366275787354},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.8242979049682617},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.8018722534179688},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6252133250236511},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5621201395988464},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.5430729389190674},{"id":"https://openalex.org/keywords/data-stream","display_name":"Data stream","score":0.5114113688468933},{"id":"https://openalex.org/keywords/streams","display_name":"STREAMS","score":0.4933563768863678},{"id":"https://openalex.org/keywords/affinity-propagation","display_name":"Affinity propagation","score":0.43794625997543335},{"id":"https://openalex.org/keywords/sequence","display_name":"Sequence (biology)","score":0.4223426878452301},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40129250288009644},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35296371579170227},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.29940199851989746},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.25542598962783813}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8407366275787354},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.8242979049682617},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8018722534179688},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6252133250236511},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5621201395988464},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.5430729389190674},{"id":"https://openalex.org/C2778484313","wikidata":"https://www.wikidata.org/wiki/Q1172540","display_name":"Data stream","level":2,"score":0.5114113688468933},{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.4933563768863678},{"id":"https://openalex.org/C109659709","wikidata":"https://www.wikidata.org/wiki/Q3407504","display_name":"Affinity propagation","level":5,"score":0.43794625997543335},{"id":"https://openalex.org/C2778112365","wikidata":"https://www.wikidata.org/wiki/Q3511065","display_name":"Sequence (biology)","level":2,"score":0.4223426878452301},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40129250288009644},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35296371579170227},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.29940199851989746},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.25542598962783813},{"id":"https://openalex.org/C54355233","wikidata":"https://www.wikidata.org/wiki/Q7162","display_name":"Genetics","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/ceec.2018.8674215","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ceec.2018.8674215","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 10th Computer Science and Electronic Engineering (CEEC)","raw_type":"proceedings-article"},{"id":"pmh:oai:bear.buckingham.ac.uk:468","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196562","display_name":"Buckingham E-Archive of Research (University of Buckingham)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I92864154","host_organization_name":"University of Buckingham","host_organization_lineage":["https://openalex.org/I92864154"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W182707955","https://openalex.org/W1539187029","https://openalex.org/W1584683589","https://openalex.org/W1985602045","https://openalex.org/W2045938006","https://openalex.org/W2083332996","https://openalex.org/W2088340225","https://openalex.org/W2100369465","https://openalex.org/W2116219421","https://openalex.org/W2120267743","https://openalex.org/W2126775366","https://openalex.org/W2129496040","https://openalex.org/W2149159134","https://openalex.org/W2170936641","https://openalex.org/W2516172457","https://openalex.org/W2522231769","https://openalex.org/W2537240387","https://openalex.org/W2573104090","https://openalex.org/W2591744763","https://openalex.org/W2605018929","https://openalex.org/W2772477243","https://openalex.org/W3139328003","https://openalex.org/W6632450909","https://openalex.org/W6635217366"],"related_works":["https://openalex.org/W4293083682","https://openalex.org/W4389449520","https://openalex.org/W2061507057","https://openalex.org/W127192698","https://openalex.org/W2522231769","https://openalex.org/W248626991","https://openalex.org/W4312214159","https://openalex.org/W2391843642","https://openalex.org/W2045938006","https://openalex.org/W4378588422"],"abstract_inverted_index":{"The":[0,108,117],"main":[1],"attention":[2],"of":[3,18,30,40,57,87,114,124],"research":[4],"on":[5,15,54,112],"data":[6,26,45,61,77],"stream":[7],"clustering":[8,74],"algorithms":[9,20,36],"so":[10],"far":[11],"has":[12],"been":[13],"focused":[14],"the":[16,19,25,31,38,41,91,101,122,125],"adaptation":[17],"for":[21],"static":[22],"datasets":[23],"to":[24,46],"streams":[27,62],"and":[28,63,98],"improvements":[29],"existing":[32],"adapted":[33],"algorithms.":[34],"Such":[35],"fulfil":[37],"purpose":[39],"first-order":[42],"learning":[43,56,66],"from":[44,60,72],"clusters.":[47,131],"This":[48],"paper":[49],"prompts":[50],"a":[51,65,85,105],"new":[52],"question":[53],"second-order":[55],"cluster":[58,88],"models":[59],"presents":[64],"algorithm":[67,109,126],"that":[68],"detects":[69],"persistent":[70,102,130],"clusters":[71,93,103],"consecutive":[73],"snapshots":[75,89],"in":[76,127],"streams.":[78],"In":[79],"this":[80],"work,":[81],"we":[82],"first":[83],"collect":[84],"sequence":[86],"as":[90],"output":[92],"at":[94],"selected":[95],"query":[96],"points":[97],"then":[99],"identify":[100],"within":[104],"given":[106],"timeframe.":[107],"is":[110],"evaluated":[111],"collections":[113],"synthetic":[115],"datasets.":[116],"experimental":[118],"results":[119],"have":[120],"demonstrated":[121],"effectiveness":[123],"detecting":[128],"such":[129]},"counts_by_year":[{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
