{"id":"https://openalex.org/W2097091016","doi":"https://doi.org/10.1007/s10618-011-0242-x","title":"A single pass algorithm for clustering evolving data streams based on swarm intelligence","display_name":"A single pass algorithm for clustering evolving data streams based on swarm intelligence","publication_year":2011,"publication_date":"2011-11-02","ids":{"openalex":"https://openalex.org/W2097091016","doi":"https://doi.org/10.1007/s10618-011-0242-x","mag":"2097091016"},"language":"en","primary_location":{"id":"doi:10.1007/s10618-011-0242-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-011-0242-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-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/A5049657219","display_name":"Agostino Forestiero","orcid":"https://orcid.org/0000-0002-3025-7689"},"institutions":[{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]},{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]}],"countries":["IT","US"],"is_corresponding":true,"raw_author_name":"Agostino Forestiero","raw_affiliation_strings":["National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#","institution_ids":["https://openalex.org/I197604219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055719679","display_name":"Clara Pizzuti","orcid":"https://orcid.org/0000-0001-7297-7126"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Clara Pizzuti","raw_affiliation_strings":["National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#","institution_ids":["https://openalex.org/I197604219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043809260","display_name":"Giandomenico Spezzano","orcid":"https://orcid.org/0000-0002-2518-5510"},"institutions":[{"id":"https://openalex.org/I4210155236","display_name":"National Research Council","ror":"https://ror.org/04zaypm56","country_code":"IT","type":"funder","lineage":["https://openalex.org/I4210155236"]},{"id":"https://openalex.org/I197604219","display_name":"National Academies of Sciences, Engineering, and Medicine","ror":"https://ror.org/02eq2w707","country_code":"US","type":"government","lineage":["https://openalex.org/I197604219"]}],"countries":["IT","US"],"is_corresponding":false,"raw_author_name":"Giandomenico Spezzano","raw_affiliation_strings":["National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#"],"affiliations":[{"raw_affiliation_string":"National Research Council of Italy\u2013CNR, Via P. Bucci 41C, Rende (CS), 87036, Italy","institution_ids":["https://openalex.org/I4210155236"]},{"raw_affiliation_string":"National Research Council of Italy---CNR, Rende (CS), Italy 87036#TAB#","institution_ids":["https://openalex.org/I197604219"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5049657219"],"corresponding_institution_ids":["https://openalex.org/I197604219","https://openalex.org/I4210155236"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":6.2122,"has_fulltext":false,"cited_by_count":91,"citation_normalized_percentile":{"value":0.96353102,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":100},"biblio":{"volume":"26","issue":"1","first_page":"1","last_page":"26"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9972000122070312,"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":0.9972000122070312,"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/T10100","display_name":"Metaheuristic Optimization Algorithms Research","score":0.9944000244140625,"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":0.9861999750137329,"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/computer-science","display_name":"Computer science","score":0.749689519405365},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7110955715179443},{"id":"https://openalex.org/keywords/flocking","display_name":"Flocking (texture)","score":0.6605391502380371},{"id":"https://openalex.org/keywords/swarm-intelligence","display_name":"Swarm intelligence","score":0.6237601041793823},{"id":"https://openalex.org/keywords/swarm-behaviour","display_name":"Swarm behaviour","score":0.5756984353065491},{"id":"https://openalex.org/keywords/merge","display_name":"Merge (version control)","score":0.5602719187736511},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5246111154556274},{"id":"https://openalex.org/keywords/dbscan","display_name":"DBSCAN","score":0.5112981796264648},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5096683502197266},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.48212146759033203},{"id":"https://openalex.org/keywords/data-stream-clustering","display_name":"Data stream clustering","score":0.48180001974105835},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3865022361278534},{"id":"https://openalex.org/keywords/correlation-clustering","display_name":"Correlation clustering","score":0.3118740916252136},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2809198498725891},{"id":"https://openalex.org/keywords/canopy-clustering-algorithm","display_name":"Canopy clustering algorithm","score":0.2644745111465454},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.26010987162590027},{"id":"https://openalex.org/keywords/cure-data-clustering-algorithm","display_name":"CURE data clustering algorithm","score":0.24256551265716553}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.749689519405365},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7110955715179443},{"id":"https://openalex.org/C2781220375","wikidata":"https://www.wikidata.org/wiki/Q814208","display_name":"Flocking (texture)","level":2,"score":0.6605391502380371},{"id":"https://openalex.org/C119487961","wikidata":"https://www.wikidata.org/wiki/Q863960","display_name":"Swarm intelligence","level":3,"score":0.6237601041793823},{"id":"https://openalex.org/C181335050","wikidata":"https://www.wikidata.org/wiki/Q14915018","display_name":"Swarm behaviour","level":2,"score":0.5756984353065491},{"id":"https://openalex.org/C197129107","wikidata":"https://www.wikidata.org/wiki/Q1921621","display_name":"Merge (version control)","level":2,"score":0.5602719187736511},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5246111154556274},{"id":"https://openalex.org/C46576248","wikidata":"https://www.wikidata.org/wiki/Q1114630","display_name":"DBSCAN","level":5,"score":0.5112981796264648},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5096683502197266},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.48212146759033203},{"id":"https://openalex.org/C193143536","wikidata":"https://www.wikidata.org/wiki/Q5227360","display_name":"Data stream clustering","level":5,"score":0.48180001974105835},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3865022361278534},{"id":"https://openalex.org/C94641424","wikidata":"https://www.wikidata.org/wiki/Q5172845","display_name":"Correlation clustering","level":3,"score":0.3118740916252136},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2809198498725891},{"id":"https://openalex.org/C104047586","wikidata":"https://www.wikidata.org/wiki/Q5033439","display_name":"Canopy clustering algorithm","level":4,"score":0.2644745111465454},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.26010987162590027},{"id":"https://openalex.org/C33704608","wikidata":"https://www.wikidata.org/wiki/Q5014717","display_name":"CURE data clustering algorithm","level":4,"score":0.24256551265716553},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.0},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10618-011-0242-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10618-011-0242-x","pdf_url":null,"source":{"id":"https://openalex.org/S121920818","display_name":"Data Mining and Knowledge Discovery","issn_l":"1384-5810","issn":["1384-5810","1573-756X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Data Mining and Knowledge Discovery","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W41415572","https://openalex.org/W182707955","https://openalex.org/W1525398804","https://openalex.org/W1565377632","https://openalex.org/W1575097427","https://openalex.org/W1584987415","https://openalex.org/W1673310716","https://openalex.org/W1949687736","https://openalex.org/W1965456679","https://openalex.org/W1976948944","https://openalex.org/W2004787755","https://openalex.org/W2035959592","https://openalex.org/W2055902670","https://openalex.org/W2091684877","https://openalex.org/W2092335550","https://openalex.org/W2100369465","https://openalex.org/W2101547686","https://openalex.org/W2104798029","https://openalex.org/W2104920729","https://openalex.org/W2112482089","https://openalex.org/W2117082171","https://openalex.org/W2123297508","https://openalex.org/W2124507579","https://openalex.org/W2129418437","https://openalex.org/W2150312211","https://openalex.org/W2151564405","https://openalex.org/W2154787732","https://openalex.org/W2165939338","https://openalex.org/W2169581671","https://openalex.org/W2170936641","https://openalex.org/W2170988853"],"related_works":["https://openalex.org/W2394193399","https://openalex.org/W2355615404","https://openalex.org/W2014841791","https://openalex.org/W2083332996","https://openalex.org/W3009866434","https://openalex.org/W2809859387","https://openalex.org/W2898072413","https://openalex.org/W2054669762","https://openalex.org/W2262713966","https://openalex.org/W2376797789"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":10},{"year":2018,"cited_by_count":13},{"year":2017,"cited_by_count":10},{"year":2016,"cited_by_count":10},{"year":2015,"cited_by_count":8},{"year":2014,"cited_by_count":7},{"year":2013,"cited_by_count":6},{"year":2012,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
