{"id":"https://openalex.org/W2751518852","doi":"https://doi.org/10.1007/978-3-319-67162-8_21","title":"Parallel Subspace Clustering Using Multi-core and Many-core Architectures","display_name":"Parallel Subspace Clustering Using Multi-core and Many-core Architectures","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2751518852","doi":"https://doi.org/10.1007/978-3-319-67162-8_21","mag":"2751518852"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-67162-8_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67162-8_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},"type":"book-chapter","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/A5005705210","display_name":"Amitava Datta","orcid":"https://orcid.org/0000-0001-6916-7907"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Amitava Datta","raw_affiliation_strings":["School of Computer Science and Software Engineering, University of Western Australia, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101549768","display_name":"Amardeep Kaur","orcid":"https://orcid.org/0000-0002-0317-5303"},"institutions":[{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Amardeep Kaur","raw_affiliation_strings":["School of Computer Science and Software Engineering, University of Western Australia, Perth, Australia"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Software Engineering, University of Western Australia, Perth, Australia","institution_ids":["https://openalex.org/I177877127"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004492374","display_name":"Tobias Lauer","orcid":"https://orcid.org/0009-0003-8845-8277"},"institutions":[{"id":"https://openalex.org/I913140155","display_name":"Offenburg University of Applied Sciences","ror":"https://ror.org/03zh5eq96","country_code":"DE","type":"education","lineage":["https://openalex.org/I913140155"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Lauer","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, Offenburg University of Applied Sciences, Offenburg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, Offenburg University of Applied Sciences, Offenburg, Germany","institution_ids":["https://openalex.org/I913140155"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033054432","display_name":"Sami Chabbouh","orcid":null},"institutions":[{"id":"https://openalex.org/I913140155","display_name":"Offenburg University of Applied Sciences","ror":"https://ror.org/03zh5eq96","country_code":"DE","type":"education","lineage":["https://openalex.org/I913140155"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Sami Chabbouh","raw_affiliation_strings":["Department of Electrical Engineering and Information Technology, Offenburg University of Applied Sciences, Offenburg, Germany"],"affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering and Information Technology, Offenburg University of Applied Sciences, Offenburg, Germany","institution_ids":["https://openalex.org/I913140155"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5005705210"],"corresponding_institution_ids":["https://openalex.org/I177877127"],"apc_list":null,"apc_paid":null,"fwci":0.5658,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.69748873,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"213","last_page":"223"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9998000264167786,"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":0.9998000264167786,"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/T10064","display_name":"Complex Network Analysis Techniques","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10057","display_name":"Face and Expression Recognition","score":0.9922000169754028,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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":0.8168883323669434},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7316126227378845},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6474035978317261},{"id":"https://openalex.org/keywords/linear-subspace","display_name":"Linear subspace","score":0.6370257139205933},{"id":"https://openalex.org/keywords/speedup","display_name":"Speedup","score":0.6335063576698303},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.6158405542373657},{"id":"https://openalex.org/keywords/parallel-computing","display_name":"Parallel computing","score":0.5827904343605042},{"id":"https://openalex.org/keywords/curse-of-dimensionality","display_name":"Curse of dimensionality","score":0.5126346945762634},{"id":"https://openalex.org/keywords/multi-core-processor","display_name":"Multi-core processor","score":0.5009737014770508},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.47359684109687805},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.45009666681289673},{"id":"https://openalex.org/keywords/parallelism","display_name":"Parallelism (grammar)","score":0.4422542154788971},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.37673911452293396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36138656735420227},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.1791459321975708},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.11931920051574707},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08770236372947693}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8168883323669434},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7316126227378845},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6474035978317261},{"id":"https://openalex.org/C12362212","wikidata":"https://www.wikidata.org/wiki/Q728435","display_name":"Linear subspace","level":2,"score":0.6370257139205933},{"id":"https://openalex.org/C68339613","wikidata":"https://www.wikidata.org/wiki/Q1549489","display_name":"Speedup","level":2,"score":0.6335063576698303},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.6158405542373657},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.5827904343605042},{"id":"https://openalex.org/C111030470","wikidata":"https://www.wikidata.org/wiki/Q1430460","display_name":"Curse of dimensionality","level":2,"score":0.5126346945762634},{"id":"https://openalex.org/C78766204","wikidata":"https://www.wikidata.org/wiki/Q555032","display_name":"Multi-core processor","level":2,"score":0.5009737014770508},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.47359684109687805},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.45009666681289673},{"id":"https://openalex.org/C2781172179","wikidata":"https://www.wikidata.org/wiki/Q853109","display_name":"Parallelism (grammar)","level":2,"score":0.4422542154788971},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.37673911452293396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36138656735420227},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.1791459321975708},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.11931920051574707},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08770236372947693},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/978-3-319-67162-8_21","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-67162-8_21","pdf_url":null,"source":{"id":"https://openalex.org/S2764900261","display_name":"Communications in computer and information science","issn_l":"1865-0929","issn":["1865-0929","1865-0937"],"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":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Communications in Computer and Information Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/101c0127-23a1-42b6-a025-6414c081de9f","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/101c0127-23a1-42b6-a025-6414c081de9f","pdf_url":null,"source":{"id":"https://openalex.org/S4306402492","display_name":"UWA Profiles and Research Repository (UWA)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Datta, A, Kaur, A, Lauer, T & Chabbouh, S 2017, 'Parallel subspace clustering using multi-core and many-core architectures', Communications in Computer and Information Science, vol. 767, pp. 213-223. https://doi.org/10.1007/978-3-319-67162-8_21","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:opus.hs-offenburg.de:2500","is_oa":false,"landing_page_url":"https://opus.hs-offenburg.de/frontdoor/index/index/docId/2500","pdf_url":null,"source":{"id":"https://openalex.org/S4377196587","display_name":"Opus-HSO (Offenburg University of Applied Sciences)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I913140155","host_organization_name":"Offenburg University of Applied Sciences","host_organization_lineage":["https://openalex.org/I913140155"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2145638","https://openalex.org/W27773700","https://openalex.org/W1531910981","https://openalex.org/W1562753845","https://openalex.org/W1977496278","https://openalex.org/W1988888548","https://openalex.org/W1999705173","https://openalex.org/W2006533296","https://openalex.org/W2115579991","https://openalex.org/W2116838486","https://openalex.org/W2149373142","https://openalex.org/W2222257513","https://openalex.org/W2256665843","https://openalex.org/W2549056440","https://openalex.org/W3120740533","https://openalex.org/W4235539094"],"related_works":["https://openalex.org/W2058965144","https://openalex.org/W2164382479","https://openalex.org/W2146343568","https://openalex.org/W98480971","https://openalex.org/W2150291671","https://openalex.org/W3012895752","https://openalex.org/W227974271","https://openalex.org/W2968737478","https://openalex.org/W88288160","https://openalex.org/W2761926807"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2017-09-15T00:00:00"}