{"id":"https://openalex.org/W2744045245","doi":"https://doi.org/10.2312/eurova.20171114","title":"Combining Cluster and Outlier Analysis with Visual Analytics","display_name":"Combining Cluster and Outlier Analysis with Visual Analytics","publication_year":2017,"publication_date":"2017-01-01","ids":{"openalex":"https://openalex.org/W2744045245","doi":"https://doi.org/10.2312/eurova.20171114","mag":"2744045245"},"language":"en","primary_location":{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:120505","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/120505/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},"type":"conference-paper","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://doi.org/10.2312/eurova.20171114","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5078086722","display_name":"J\u00fcrgen Bernard","orcid":"https://orcid.org/0000-0001-8741-9709"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bernard, J\u00fcrgen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008954833","display_name":"Eduard Dobermann","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dobermann, Eduard","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037110552","display_name":"Michael Sedlmair","orcid":"https://orcid.org/0000-0001-7048-9292"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Sedlmair, Michael","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5070772234","display_name":"Dieter W. Fellner","orcid":"https://orcid.org/0000-0001-7756-0901"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Fellner, Dieter W.","raw_affiliation_strings":["Institute of Computer Graphics and Knowledge Visualisation (7110)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Computer Graphics and Knowledge Visualisation (7110)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"19","last_page":"23"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5098999738693237,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.5098999738693237,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.4530999958515167,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5839178562164307},{"id":"https://openalex.org/keywords/analytics","display_name":"Analytics","score":0.5784770250320435},{"id":"https://openalex.org/keywords/visual-analytics","display_name":"Visual analytics","score":0.5309481024742126},{"id":"https://openalex.org/keywords/outlier","display_name":"Outlier","score":0.4943699836730957},{"id":"https://openalex.org/keywords/cluster","display_name":"Cluster (spacecraft)","score":0.4704412817955017},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4017203450202942},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.34696340560913086},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.34223443269729614},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3205053210258484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5839178562164307},{"id":"https://openalex.org/C79158427","wikidata":"https://www.wikidata.org/wiki/Q485396","display_name":"Analytics","level":2,"score":0.5784770250320435},{"id":"https://openalex.org/C59732488","wikidata":"https://www.wikidata.org/wiki/Q2528440","display_name":"Visual analytics","level":3,"score":0.5309481024742126},{"id":"https://openalex.org/C79337645","wikidata":"https://www.wikidata.org/wiki/Q779824","display_name":"Outlier","level":2,"score":0.4943699836730957},{"id":"https://openalex.org/C164866538","wikidata":"https://www.wikidata.org/wiki/Q367351","display_name":"Cluster (spacecraft)","level":2,"score":0.4704412817955017},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4017203450202942},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.34696340560913086},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.34223443269729614},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3205053210258484},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:120505","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/120505/","pdf_url":null,"source":{"id":"https://openalex.org/S4377196390","display_name":"TUbilio (Technical University of Darmstadt)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I31512782","host_organization_name":"Technische Universit\u00e4t Darmstadt","host_organization_lineage":["https://openalex.org/I31512782"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Konferenzver\u00f6ffentlichung"},{"id":"pmh:oai:publica.fraunhofer.de:publica/397538","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/397538","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"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":"conference paper"},{"id":"doi:10.2312/eurova.20171114","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20171114","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null},{"id":"mag:2744045245","is_oa":false,"landing_page_url":"https://diglib.eg.org:443/handle/10.2312/eurova20171114","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":null,"raw_type":null}],"best_oa_location":{"id":"doi:10.2312/eurova.20171114","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurova.20171114","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":null},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2960826148","https://openalex.org/W2906394293","https://openalex.org/W2964476476","https://openalex.org/W2959752065","https://openalex.org/W2995596828","https://openalex.org/W3006912832","https://openalex.org/W2966038578","https://openalex.org/W2067923524","https://openalex.org/W1983873203","https://openalex.org/W2888854077","https://openalex.org/W2950309580","https://openalex.org/W2888804504","https://openalex.org/W1989505216","https://openalex.org/W3037102231","https://openalex.org/W2868148645","https://openalex.org/W2158984754","https://openalex.org/W3126392892","https://openalex.org/W2322100806","https://openalex.org/W2121394381","https://openalex.org/W2047189532"],"abstract_inverted_index":{"Cluster":[0],"and":[1,52,59,66,95],"outlier":[2,34,60],"analysis":[3,49,61,76],"are":[4],"two":[5],"important":[6],"tasks.":[7],"Due":[8],"to":[9,15,18,26],"their":[10],"nature":[11],"these":[12],"tasks":[13],"seem":[14],"be":[16],"opposed":[17],"each":[19],"other,":[20],"i.e.,":[21],"data":[22,85,103],"objects":[23],"either":[24],"belong":[25],"a":[27,31,41],"cluster":[28],"structure":[29],"or":[30],"sparsely":[32],"populated":[33],"region.":[35],"In":[36],"this":[37],"work,":[38],"we":[39],"present":[40],"visual":[42],"analytics":[43],"tool":[44],"that":[45,92],"allows":[46],"the":[47,68,74,80,102],"combined":[48,75],"of":[50,73,82,101],"clusters":[51,94],"outliers.":[53],"Users":[54],"can":[55,97],"add":[56],"multiple":[57],"clustering":[58],"algorithms,":[62],"compare":[63],"results":[64],"visually,":[65],"combine":[67],"algorithms'":[69],"results.":[70],"The":[71,87],"usefulness":[72],"is":[77],"demonstrated":[78],"using":[79],"example":[81],"labeling":[83],"unknown":[84],"sets.":[86],"usage":[88],"scenario":[89],"also":[90],"shows":[91],"identified":[93],"outliers":[96],"share":[98],"joint":[99],"areas":[100],"space.":[104]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
