{"id":"https://openalex.org/W2913969825","doi":"https://doi.org/10.1007/s00450-019-00401-0","title":"Quality-driven early stopping for explorative cluster analysis for big data","display_name":"Quality-driven early stopping for explorative cluster analysis for big data","publication_year":2019,"publication_date":"2019-02-06","ids":{"openalex":"https://openalex.org/W2913969825","doi":"https://doi.org/10.1007/s00450-019-00401-0","mag":"2913969825"},"language":"en","primary_location":{"id":"doi:10.1007/s00450-019-00401-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00450-019-00401-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210186896","display_name":"SICS Software-Intensive Cyber-Physical Systems","issn_l":"2524-8510","issn":["2524-8510","2524-8529"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SICS Software-Intensive Cyber-Physical Systems","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/A5084765383","display_name":"Manuel Fritz","orcid":"https://orcid.org/0000-0003-4640-8477"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Manuel Fritz","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082314697","display_name":"Michael Behringer","orcid":"https://orcid.org/0000-0002-0410-5307"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Behringer","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5048962966","display_name":"Holger Schwarz","orcid":"https://orcid.org/0000-0001-7085-2813"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Holger Schwarz","raw_affiliation_strings":["Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany"],"affiliations":[{"raw_affiliation_string":"Institute for Parallel and Distributed Systems, University of Stuttgart, Universit\u00e4tsstr. 38, 70569, Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5084765383"],"corresponding_institution_ids":["https://openalex.org/I100066346"],"apc_list":null,"apc_paid":null,"fwci":0.7227,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.77727705,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"34","issue":"2-3","first_page":"129","last_page":"140"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9993000030517578,"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":0.9993000030517578,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9976000189781189,"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/spark","display_name":"SPARK (programming language)","score":0.8724952936172485},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.833874523639679},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7478674650192261},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.6901230216026306},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6326401233673096},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5896759629249573},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5871173143386841},{"id":"https://openalex.org/keywords/metric","display_name":"Metric (unit)","score":0.5486619472503662},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5413709282875061},{"id":"https://openalex.org/keywords/exploit","display_name":"Exploit","score":0.46050143241882324},{"id":"https://openalex.org/keywords/factor","display_name":"Factor (programming language)","score":0.44177955389022827},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3466145396232605},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.32672905921936035}],"concepts":[{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.8724952936172485},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.833874523639679},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7478674650192261},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.6901230216026306},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6326401233673096},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5896759629249573},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5871173143386841},{"id":"https://openalex.org/C176217482","wikidata":"https://www.wikidata.org/wiki/Q860554","display_name":"Metric (unit)","level":2,"score":0.5486619472503662},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5413709282875061},{"id":"https://openalex.org/C165696696","wikidata":"https://www.wikidata.org/wiki/Q11287","display_name":"Exploit","level":2,"score":0.46050143241882324},{"id":"https://openalex.org/C2781039887","wikidata":"https://www.wikidata.org/wiki/Q1391724","display_name":"Factor (programming language)","level":2,"score":0.44177955389022827},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3466145396232605},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.32672905921936035},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0},{"id":"https://openalex.org/C21547014","wikidata":"https://www.wikidata.org/wiki/Q1423657","display_name":"Operations management","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s00450-019-00401-0","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00450-019-00401-0","pdf_url":null,"source":{"id":"https://openalex.org/S4210186896","display_name":"SICS Software-Intensive Cyber-Physical Systems","issn_l":"2524-8510","issn":["2524-8510","2524-8529"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SICS Software-Intensive Cyber-Physical Systems","raw_type":"journal-article"},{"id":"pmh:oai:informatik.uni-stuttgart.de:ART-2019-07","is_oa":false,"landing_page_url":"http://www2.informatik.uni-stuttgart.de/cgi-bin/NCSTRL/NCSTRL_view.pl?id=ART-2019-07&amp;engl=1","pdf_url":null,"source":{"id":"https://openalex.org/S4306401306","display_name":"Fachbereich Informatik (University of Stuttgart)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I100066346","host_organization_name":"University of Stuttgart","host_organization_lineage":["https://openalex.org/I100066346"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"\\n            In: Software-Intensive Cyber-Physical Systems, pp. 1-12\\n          ","raw_type":"Text"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W118909908","https://openalex.org/W1971784203","https://openalex.org/W1987971958","https://openalex.org/W1993622949","https://openalex.org/W1996538584","https://openalex.org/W2029064186","https://openalex.org/W2051224630","https://openalex.org/W2072927260","https://openalex.org/W2073459066","https://openalex.org/W2073583237","https://openalex.org/W2073849744","https://openalex.org/W2074702228","https://openalex.org/W2077061001","https://openalex.org/W2097998348","https://openalex.org/W2102539288","https://openalex.org/W2108399535","https://openalex.org/W2114400694","https://openalex.org/W2127218421","https://openalex.org/W2132339004","https://openalex.org/W2142838865","https://openalex.org/W2150593711","https://openalex.org/W2161160262","https://openalex.org/W2171852577","https://openalex.org/W2410670579","https://openalex.org/W2608595939","https://openalex.org/W2963288913","https://openalex.org/W2963891150","https://openalex.org/W3083424454","https://openalex.org/W4212912146","https://openalex.org/W4285719527"],"related_works":["https://openalex.org/W17155033","https://openalex.org/W3207760230","https://openalex.org/W1496222301","https://openalex.org/W1590307681","https://openalex.org/W2536018345","https://openalex.org/W2766461310","https://openalex.org/W4247566972","https://openalex.org/W4388692845","https://openalex.org/W3202731209","https://openalex.org/W3211874991"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":1}],"updated_date":"2026-01-15T23:16:33.117629","created_date":"2025-10-10T00:00:00"}
