{"id":"https://openalex.org/W1966562984","doi":"https://doi.org/10.1109/mcise.2003.1182958","title":"Using projections to visually cluster high-dimensional data","display_name":"Using projections to visually cluster high-dimensional data","publication_year":2003,"publication_date":"2003-03-01","ids":{"openalex":"https://openalex.org/W1966562984","doi":"https://doi.org/10.1109/mcise.2003.1182958","mag":"1966562984"},"language":"en","primary_location":{"id":"doi:10.1109/mcise.2003.1182958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcise.2003.1182958","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-69739","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073994390","display_name":"Alexander Hinneburg","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"A. Hinneburg","raw_affiliation_strings":["University of Halle, Germany"],"affiliations":[{"raw_affiliation_string":"University of Halle, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"D. Keim","raw_affiliation_strings":["University of Constance, Germany"],"affiliations":[{"raw_affiliation_string":"University of Constance, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063075095","display_name":"Markus Wawryniuk","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"M. Wawryniuk","raw_affiliation_strings":["University of Constance, Germany"],"affiliations":[{"raw_affiliation_string":"University of Constance, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5073994390"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.83308339,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.85150195,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"5","issue":"2","first_page":"14","last_page":"25"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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"}},"topics":[{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994000196456909,"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"}},{"id":"https://openalex.org/T11106","display_name":"Data Management and Algorithms","score":0.9970999956130981,"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"}},{"id":"https://openalex.org/T10637","display_name":"Advanced Clustering Algorithms Research","score":0.9934999942779541,"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/cluster-analysis","display_name":"Cluster analysis","score":0.8549599647521973},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8169703483581543},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.6259366273880005},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.5682375431060791},{"id":"https://openalex.org/keywords/clustering-high-dimensional-data","display_name":"Clustering high-dimensional data","score":0.5237250924110413},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.5220301151275635},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.48933690786361694},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.44835928082466125},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.37683945894241333}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.8549599647521973},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8169703483581543},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.6259366273880005},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.5682375431060791},{"id":"https://openalex.org/C184509293","wikidata":"https://www.wikidata.org/wiki/Q5136711","display_name":"Clustering high-dimensional data","level":3,"score":0.5237250924110413},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.5220301151275635},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.48933690786361694},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.44835928082466125},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.37683945894241333},{"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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/mcise.2003.1182958","is_oa":false,"landing_page_url":"https://doi.org/10.1109/mcise.2003.1182958","pdf_url":null,"source":{"id":"https://openalex.org/S107923245","display_name":"Computing in Science & Engineering","issn_l":"1521-9615","issn":["1521-9615","1558-366X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320061","host_organization_name":"AIP Publishing","host_organization_lineage":["https://openalex.org/P4310320061","https://openalex.org/P4310320257"],"host_organization_lineage_names":["AIP Publishing","American Institute of Physics"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computing in Science & Engineering","raw_type":"journal-article"},{"id":"pmh:oai:kops.uni-konstanz.de:123456789/5642","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-69739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computing in science and engineering ; 5 (2003), 2. - S. 14-25","raw_type":"doc-type:article"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/5642","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-opus-69739","pdf_url":null,"source":{"id":"https://openalex.org/S4306401487","display_name":"KOPS (University of Konstanz)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I189712700","host_organization_name":"University of Konstanz","host_organization_lineage":["https://openalex.org/I189712700"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Computing in science and engineering ; 5 (2003), 2. - S. 14-25","raw_type":"doc-type:article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.41999998688697815}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":45,"referenced_works":["https://openalex.org/W1481075119","https://openalex.org/W1529320607","https://openalex.org/W1566114229","https://openalex.org/W1575476631","https://openalex.org/W1660133578","https://openalex.org/W1673310716","https://openalex.org/W1967005434","https://openalex.org/W1977496278","https://openalex.org/W1995433152","https://openalex.org/W1997970277","https://openalex.org/W2007364060","https://openalex.org/W2017018978","https://openalex.org/W2034694694","https://openalex.org/W2035703056","https://openalex.org/W2038818917","https://openalex.org/W2065811242","https://openalex.org/W2088003405","https://openalex.org/W2095897464","https://openalex.org/W2112210867","https://openalex.org/W2117401405","https://openalex.org/W2126626732","https://openalex.org/W2129905273","https://openalex.org/W2131518207","https://openalex.org/W2131579488","https://openalex.org/W2132626343","https://openalex.org/W2163598528","https://openalex.org/W2166933393","https://openalex.org/W2381228797","https://openalex.org/W4206111488","https://openalex.org/W4210881201","https://openalex.org/W4231029117","https://openalex.org/W4233014035","https://openalex.org/W4234409091","https://openalex.org/W4235667863","https://openalex.org/W4238717354","https://openalex.org/W4244268470","https://openalex.org/W4247110399","https://openalex.org/W4250367162","https://openalex.org/W4254311734","https://openalex.org/W4255692800","https://openalex.org/W6631561827","https://openalex.org/W6633857196","https://openalex.org/W6634394891","https://openalex.org/W6637052001","https://openalex.org/W7072054368"],"related_works":["https://openalex.org/W4225274103","https://openalex.org/W2013728941","https://openalex.org/W4385270139","https://openalex.org/W2154046714","https://openalex.org/W2579659702","https://openalex.org/W2189613078","https://openalex.org/W1574055964","https://openalex.org/W2923661510","https://openalex.org/W2542318691","https://openalex.org/W2547096368"],"abstract_inverted_index":{"The":[0],"High-Dimensional":[1],"Eye":[2],"system":[3],"proves":[4],"that":[5],"a":[6],"tight":[7],"integration":[8],"of":[9],"advanced":[10],"clustering":[11,26,33],"algorithms":[12],"and":[13,22,28],"state-of-the-art":[14],"visualization":[15],"techniques":[16],"can":[17],"help":[18],"us":[19],"better":[20],"understand":[21],"effectively":[23],"guide":[24],"the":[25,32],"process,":[27],"thus":[29],"significantly":[30],"improve":[31],"results.":[34]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2016,"cited_by_count":1},{"year":2012,"cited_by_count":1}],"updated_date":"2026-02-09T09:26:11.010843","created_date":"2025-10-10T00:00:00"}