{"id":"https://openalex.org/W974537284","doi":"https://doi.org/10.5220/0005304100400050","title":"The Visual Exploration of Aggregate Similarity for Multi-dimensional Clustering","display_name":"The Visual Exploration of Aggregate Similarity for Multi-dimensional Clustering","publication_year":2015,"publication_date":"2015-01-01","ids":{"openalex":"https://openalex.org/W974537284","doi":"https://doi.org/10.5220/0005304100400050","mag":"974537284"},"language":"en","primary_location":{"id":"doi:10.5220/0005304100400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005304100400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Visualization Theory and Applications","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.5220/0005304100400050","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5008240127","display_name":"James Twellmeyer","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"James Twellmeyer","raw_affiliation_strings":["Fraunhofer IGD, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Germany","institution_ids":["https://openalex.org/I3019423309"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102883524","display_name":"Marco Hutter","orcid":"https://orcid.org/0000-0001-9049-534X"},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Hutter","raw_affiliation_strings":["Fraunhofer IGD, Germany","Institute of Computer Graphics and Knowledge Visualisation (7110)"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD, Germany","institution_ids":["https://openalex.org/I3019423309"]},{"raw_affiliation_string":"Institute of Computer Graphics and Knowledge Visualisation (7110)","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040794392","display_name":"Michael Behrisch","orcid":"https://orcid.org/0000-0002-1102-103X"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michael Behrisch","raw_affiliation_strings":["University of Konstanz, Germany","University of Konstanz, Konstanz, Germany"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"University of Konstanz, Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032433963","display_name":"J\u00f6rn Kohlhammer","orcid":null},"institutions":[{"id":"https://openalex.org/I3019423309","display_name":"Fraunhofer Institute for Computer Graphics Research","ror":"https://ror.org/04gmsar03","country_code":"DE","type":"facility","lineage":["https://openalex.org/I3019423309","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I31512782","display_name":"Technical University of Darmstadt","ror":"https://ror.org/05n911h24","country_code":"DE","type":"education","lineage":["https://openalex.org/I31512782"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"J\u00f6rn Kohlhammer","raw_affiliation_strings":["Fraunhofer IGD and Technische Universit\u00e4t Darmstadt, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer IGD and Technische Universit\u00e4t Darmstadt, Germany","institution_ids":["https://openalex.org/I3019423309","https://openalex.org/I31512782"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016219620","display_name":"Tobias Schreck","orcid":"https://orcid.org/0000-0003-0778-8665"},"institutions":[{"id":"https://openalex.org/I189712700","display_name":"University of Konstanz","ror":"https://ror.org/0546hnb39","country_code":"DE","type":"education","lineage":["https://openalex.org/I189712700"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Tobias Schreck","raw_affiliation_strings":["University of Konstanz, Germany","Institute of Computer Graphics and Knowledge Visualisation (7110)"],"affiliations":[{"raw_affiliation_string":"University of Konstanz, Germany","institution_ids":["https://openalex.org/I189712700"]},{"raw_affiliation_string":"Institute of Computer Graphics and Knowledge Visualisation (7110)","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5008240127"],"corresponding_institution_ids":["https://openalex.org/I3019423309"],"apc_list":null,"apc_paid":null,"fwci":0.3741,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66124741,"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":"40","last_page":"50"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9998999834060669,"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":0.9998999834060669,"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/T11439","display_name":"Video Analysis and Summarization","score":0.978600025177002,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9690999984741211,"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/aggregate","display_name":"Aggregate (composite)","score":0.7677946090698242},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.755669355392456},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.692741870880127},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6237589716911316},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4881061017513275},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4089665114879608},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35230904817581177},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3421163558959961},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.06986060738563538}],"concepts":[{"id":"https://openalex.org/C4679612","wikidata":"https://www.wikidata.org/wiki/Q866298","display_name":"Aggregate (composite)","level":2,"score":0.7677946090698242},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.755669355392456},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.692741870880127},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6237589716911316},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4881061017513275},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4089665114879608},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35230904817581177},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3421163558959961},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.06986060738563538},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.5220/0005304100400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005304100400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Visualization Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-336434","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-336434.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (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":"Fraunhofer IGD","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/388231","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/388231","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":"pmh:oai:tubiblio.ulb.tu-darmstadt.de:112662","is_oa":false,"landing_page_url":"http://tubiblio.ulb.tu-darmstadt.de/112662/","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":" Konferenzver\u00f6ffentlichung"}],"best_oa_location":{"id":"doi:10.5220/0005304100400050","is_oa":true,"landing_page_url":"https://doi.org/10.5220/0005304100400050","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 6th International Conference on Information Visualization Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1588957466","https://openalex.org/W1605018553","https://openalex.org/W1823329909","https://openalex.org/W1972291833","https://openalex.org/W1976780968","https://openalex.org/W1991872284","https://openalex.org/W2006533296","https://openalex.org/W2060907774","https://openalex.org/W2079361215","https://openalex.org/W2084321021","https://openalex.org/W2101084262","https://openalex.org/W2103140580","https://openalex.org/W2104252183","https://openalex.org/W2109170454","https://openalex.org/W2111347866","https://openalex.org/W2113914890","https://openalex.org/W2117887253","https://openalex.org/W2126815886","https://openalex.org/W2128712108","https://openalex.org/W2138187595","https://openalex.org/W2138199375","https://openalex.org/W2157316473","https://openalex.org/W2158169170","https://openalex.org/W2160854065","https://openalex.org/W2165948901","https://openalex.org/W2166220529","https://openalex.org/W2171575586","https://openalex.org/W2294644361","https://openalex.org/W2612166593","https://openalex.org/W2999729612"],"related_works":["https://openalex.org/W4298130764","https://openalex.org/W2804364458","https://openalex.org/W2132641928","https://openalex.org/W4310225030","https://openalex.org/W2090259340","https://openalex.org/W1926736923","https://openalex.org/W2158836806","https://openalex.org/W2393816671","https://openalex.org/W2485872624","https://openalex.org/W2083665254"],"abstract_inverted_index":{"We":[0,53,70],"present":[1],"a":[2,9,61],"visualisation":[3,64],"prototype":[4,98],"for":[5,30,91],"the":[6,27,40,47,87,104,111],"support":[7,78],"of":[8,42,49,65,96,106],"novel":[10],"approach":[11],"to":[12,77],"clustering":[13],"called":[14],"TRIAGE.":[15],"TRIAGE":[16,34,50],"uses":[17],"aggregation":[18],"functions":[19],"which":[20],"are":[21],"more":[22],"adaptable":[23],"and":[24,74,82,101],"flexible":[25],"than":[26],"weighted":[28],"mean":[29],"similarity":[31,44],"modelling.":[32],"While":[33],"has":[35],"proven":[36],"itself":[37],"in":[38],"practice,":[39],"use":[41],"complex":[43],"models":[45],"makes":[46],"interpretation":[48],"clusterings":[51],"challenging.":[52],"address":[54],"this":[55],"challenge":[56],"by":[57],"providing":[58],"analysts":[59],"with":[60,103],"linked,":[62],"matrix-based":[63],"all":[66],"relevant":[67],"data":[68,72],"attributes.":[69,93],"employ":[71],"sampling":[73],"matrix":[75],"seriation":[76],"both":[79],"effective":[80],"overviews":[81],"fluid,":[83],"interactive":[84],"exploration":[85],"using":[86],"same":[88],"visual":[89],"metaphor":[90],"heterogeneous":[92],"The":[94],"usability":[95],"our":[97],"is":[99],"demonstrated":[100],"assessed":[102],"help":[105],"real-world":[107],"usage":[108],"scenarios":[109],"from":[110],"cyber-security":[112],"domain.":[113]},"counts_by_year":[{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}