{"id":"https://openalex.org/W4385730461","doi":"https://doi.org/10.1109/jcsse58229.2023.10201943","title":"CCE-Stream: Semi-supervised Stream Clustering Using Color-based Constraints","display_name":"CCE-Stream: Semi-supervised Stream Clustering Using Color-based Constraints","publication_year":2023,"publication_date":"2023-06-28","ids":{"openalex":"https://openalex.org/W4385730461","doi":"https://doi.org/10.1109/jcsse58229.2023.10201943"},"language":"en","primary_location":{"id":"doi:10.1109/jcsse58229.2023.10201943","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jcsse58229.2023.10201943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5043689954","display_name":"Kritsana Treechalong","orcid":null},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kritsana Treechalong","raw_affiliation_strings":["Kasetsart University, KPS,Department of Computer Science,Thailand","Department of Computer Science, Kasetsart University, KPS, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University, KPS,Department of Computer Science,Thailand","institution_ids":["https://openalex.org/I198105771"]},{"raw_affiliation_string":"Department of Computer Science, Kasetsart University, KPS, Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044070973","display_name":"Thanawin Rakthanmanon","orcid":"https://orcid.org/0000-0001-6598-2971"},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Thanawin Rakthanmanon","raw_affiliation_strings":["Kasetsart University,Department of Computer Engineering,Thailand","Department of Computer Engineering, Kasetsart University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Department of Computer Engineering,Thailand","institution_ids":["https://openalex.org/I198105771"]},{"raw_affiliation_string":"Department of Computer Engineering, Kasetsart University, Thailand","institution_ids":["https://openalex.org/I198105771"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012602048","display_name":"Kitsana Waiyamai","orcid":null},"institutions":[{"id":"https://openalex.org/I198105771","display_name":"Kasetsart University","ror":"https://ror.org/05gzceg21","country_code":"TH","type":"education","lineage":["https://openalex.org/I198105771"]}],"countries":["TH"],"is_corresponding":false,"raw_author_name":"Kitsana Waiyamai","raw_affiliation_strings":["Kasetsart University,Department of Computer Engineering,Thailand","Department of Computer Engineering, Kasetsart University, Thailand"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kasetsart University,Department of Computer Engineering,Thailand","institution_ids":["https://openalex.org/I198105771"]},{"raw_affiliation_string":"Department of Computer Engineering, Kasetsart University, Thailand","institution_ids":["https://openalex.org/I198105771"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I198105771"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.09413444,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"13","issue":null,"first_page":"43","last_page":"48"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9986000061035156,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.998199999332428,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9876000285148621,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8561093211174011},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7491730451583862},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.7152472734451294},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.6905831098556519},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.55987548828125},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5100348591804504},{"id":"https://openalex.org/keywords/constrained-clustering","display_name":"Constrained clustering","score":0.4617803990840912},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4566291272640228},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4490814208984375},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3984512686729431},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.36345338821411133},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3420461416244507},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.23057866096496582},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.22153732180595398},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14128893613815308}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8561093211174011},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7491730451583862},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.7152472734451294},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.6905831098556519},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.55987548828125},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5100348591804504},{"id":"https://openalex.org/C27964816","wikidata":"https://www.wikidata.org/wiki/Q5164359","display_name":"Constrained clustering","level":5,"score":0.4617803990840912},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4566291272640228},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4490814208984375},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3984512686729431},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.36345338821411133},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3420461416244507},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.23057866096496582},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.22153732180595398},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14128893613815308},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/jcsse58229.2023.10201943","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/jcsse58229.2023.10201943","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 20th International Joint Conference on Computer Science and Software Engineering (JCSSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2283060","https://openalex.org/W182707955","https://openalex.org/W212388907","https://openalex.org/W1848868872","https://openalex.org/W1993405943","https://openalex.org/W2097187523","https://openalex.org/W2117487426","https://openalex.org/W2128462276","https://openalex.org/W2134089414","https://openalex.org/W2152310184","https://openalex.org/W2891928362","https://openalex.org/W6608663446","https://openalex.org/W6679849079"],"related_works":["https://openalex.org/W3146523624","https://openalex.org/W2969974905","https://openalex.org/W2160785859","https://openalex.org/W2188840951","https://openalex.org/W2241871771","https://openalex.org/W2390610678","https://openalex.org/W3011266291","https://openalex.org/W3140018618","https://openalex.org/W2555816786","https://openalex.org/W2077066055"],"abstract_inverted_index":{"In":[0],"recent":[1],"years,":[2],"Numerous":[3],"stream":[4,27,57],"clustering":[5,28,71],"techniques":[6,12],"have":[7],"recently":[8],"emerged.":[9],"However":[10],"these":[11],"do":[13],"not":[14],"utilize":[15],"the":[16,38,87],"valuable":[17],"background":[18,51],"knowledge":[19,25,52],"provided":[20],"by":[21],"domain":[22],"experts.":[23],"Using":[24],"in":[26,44,73],"offers":[29],"several":[30],"advantages,":[31],"including":[32,61],"enhanced":[33],"accuracy":[34],"and":[35,63,94,108,114],"performance":[36],"of":[37,89,101],"resulting":[39],"clusters.":[40],"The":[41],"proposed":[42],"method":[43],"this":[45],"research":[46],"is":[47],"CCE-Stream,":[48],"which":[49],"incorporates":[50],"as":[53],"constraints":[54,93],"for":[55],"incremental":[56],"clustering.":[58],"Instance-level":[59],"constraints,":[60,65],"Must-Link":[62],"Cannot-Link":[64],"are":[66,78],"used":[67],"to":[68,80,92],"guide":[69],"improved":[70],"behaviors":[72],"various":[74],"operations.":[75],"Constraint":[76],"operators":[77],"introduced":[79],"handle":[81],"evolving":[82],"constraint":[83],"characteristics.":[84],"CCE-Stream":[85],"introduces":[86],"concept":[88],"assigning":[90],"colors":[91],"a":[95],"new":[96],"cluster":[97],"representation":[98],"called":[99],"Color":[100],"Cluster":[102],"(CoC).":[103],"Experimental":[104],"results":[105],"on":[106],"Covertype":[107],"Electricity":[109],"datasets":[110],"demonstrate":[111],"increased":[112],"F-measure":[113],"Purity.":[115]},"counts_by_year":[],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}