{"id":"https://openalex.org/W2493198560","doi":"https://doi.org/10.2312/eurp.20161130","title":"When Individual Data Points Matter: Interactively Analysing Classification Landscapes","display_name":"When Individual Data Points Matter: Interactively Analysing Classification Landscapes","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2493198560","doi":"https://doi.org/10.2312/eurp.20161130","mag":"2493198560"},"language":"en","primary_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/35315","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-yt9susv71pp18","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/5a9f4403-0b23-499d-8937-22c9d487a8cc/content","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISENBERG,  Tobias,  Hrsg.,  Filip SADLO,  Hrsg.. EuroVis 2016 - Posters. The Eurographics Association, 2016. ISBN 978-3-03868-015-4. Verf\u00fcgbar unter: doi: 10.2312/eurp.20161130","raw_type":"doc-type:Text"},"type":"article","indexed_in":["datacite"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/5a9f4403-0b23-499d-8937-22c9d487a8cc/content","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5074546566","display_name":"B. Schneider","orcid":"https://orcid.org/0000-0001-5679-3781"},"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":"Schneider, Bruno","raw_affiliation_strings":["University of Konstanz Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Konstanz Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081290775","display_name":"Sebastian Mittelst\u00e4dt","orcid":null},"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":"Mittelst\u00e4dt, Sebastian","raw_affiliation_strings":["University of Konstanz Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Konstanz Germany","institution_ids":["https://openalex.org/I189712700"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5073919282","display_name":"Daniel A. Keim","orcid":"https://orcid.org/0000-0001-7966-9740"},"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":"Keim, Daniel A.","raw_affiliation_strings":["University of Konstanz Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Konstanz Germany","institution_ids":["https://openalex.org/I189712700"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9868000149726868,"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/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9861999750137329,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7547422051429749},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5959507822990417},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.5802749395370483},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5390561819076538},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.45492735505104065},{"id":"https://openalex.org/keywords/data-visualization","display_name":"Data visualization","score":0.4511425495147705},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4125983417034149}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7547422051429749},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5959507822990417},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.5802749395370483},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5390561819076538},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.45492735505104065},{"id":"https://openalex.org/C172367668","wikidata":"https://www.wikidata.org/wiki/Q6504956","display_name":"Data visualization","level":3,"score":0.4511425495147705},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4125983417034149}],"mesh":[],"locations_count":2,"locations":[{"id":"pmh:oai:kops.uni-konstanz.de:123456789/35315","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-yt9susv71pp18","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/5a9f4403-0b23-499d-8937-22c9d487a8cc/content","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISENBERG,  Tobias,  Hrsg.,  Filip SADLO,  Hrsg.. EuroVis 2016 - Posters. The Eurographics Association, 2016. ISBN 978-3-03868-015-4. Verf\u00fcgbar unter: doi: 10.2312/eurp.20161130","raw_type":"doc-type:Text"},{"id":"doi:10.2312/eurp.20161130","is_oa":true,"landing_page_url":"https://doi.org/10.2312/eurp.20161130","pdf_url":null,"source":{"id":"https://openalex.org/S7407052899","display_name":"Eurographics","issn_l":null,"issn":[],"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":"article"}],"best_oa_location":{"id":"pmh:oai:kops.uni-konstanz.de:123456789/35315","is_oa":true,"landing_page_url":"http://nbn-resolving.de/urn:nbn:de:bsz:352-2-yt9susv71pp18","pdf_url":"https://kops.uni-konstanz.de/server/api/core/bitstreams/5a9f4403-0b23-499d-8937-22c9d487a8cc/content","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"ISENBERG,  Tobias,  Hrsg.,  Filip SADLO,  Hrsg.. EuroVis 2016 - Posters. The Eurographics Association, 2016. ISBN 978-3-03868-015-4. Verf\u00fcgbar unter: doi: 10.2312/eurp.20161130","raw_type":"doc-type:Text"},"sustainable_development_goals":[{"score":0.7200000286102295,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2493198560.pdf","grobid_xml":"https://content.openalex.org/works/W2493198560.grobid-xml"},"referenced_works_count":8,"referenced_works":["https://openalex.org/W1601101968","https://openalex.org/W1969117585","https://openalex.org/W2012457675","https://openalex.org/W2027281090","https://openalex.org/W2042699031","https://openalex.org/W2128312845","https://openalex.org/W2168573280","https://openalex.org/W2244451869"],"related_works":["https://openalex.org/W2888985303","https://openalex.org/W3015125008","https://openalex.org/W3121548315","https://openalex.org/W3159463421","https://openalex.org/W3056617467","https://openalex.org/W2181373597","https://openalex.org/W2592890021","https://openalex.org/W2908603462","https://openalex.org/W3082027691","https://openalex.org/W3081912871","https://openalex.org/W2965980545","https://openalex.org/W2398075074","https://openalex.org/W2973686738","https://openalex.org/W2805015873","https://openalex.org/W3173130844","https://openalex.org/W2342342272","https://openalex.org/W3193176099","https://openalex.org/W3023852094","https://openalex.org/W2946235526","https://openalex.org/W3119364784"],"abstract_inverted_index":{"The":[0],"selection":[1,100],"of":[2,26,53],"classification":[3,54,66,102,122],"models":[4],"among":[5],"several":[6],"options":[7],"with":[8,77,129],"similar":[9],"accuracy":[10],"cannot":[11],"be":[12],"done":[13],"through":[14],"purely":[15],"automated":[16],"methods,":[17],"and":[18,40,51,84,111],"especially":[19],"in":[20,22,72,101,116],"scenarios":[21],"which":[23],"the":[24,49,59,73,107,113],"cost":[25],"misclassified":[27],"instances":[28],"is":[29,62],"crucial,":[30],"such":[31],"as":[32],"criminal":[33],"intelligence":[34,134],"analysis.":[35,135],"To":[36,92],"tackle":[37],"this":[38],"problem":[39],"illustrate":[41],"our":[42,57],"ideas,":[43],"we":[44,96],"developed":[45],"a":[46,82,126],"prototype":[47],"for":[48,88,132],"visualization":[50],"comparison":[52],"landscapes.":[55,103,123],"In":[56],"system,":[58],"same":[60],"data":[61,90],"given":[63],"to":[64,118],"different":[65],"models.":[67],"Classification":[68],"landscapes":[69],"are":[70],"shown":[71],"scatter":[74],"plots,":[75],"together":[76],"their":[78],"geographical":[79],"location":[80],"on":[81],"map":[83],"detailed":[85],"textual":[86],"description":[87],"each":[89],"record.":[91],"enhance":[93],"model":[94,114],"comparison,":[95],"implemented":[97],"interactive":[98],"anchor-points":[99],"Using":[104],"those":[105],"anchors,":[106],"user":[108],"can":[109],"manipulate":[110],"reproject":[112],"results":[115],"order":[117],"get":[119],"more":[120],"comparable":[121],"We":[124],"provided":[125],"use":[127],"case":[128],"crime":[130,133],"data,":[131]},"counts_by_year":[],"updated_date":"2026-06-14T07:44:22.658603","created_date":"2025-10-10T00:00:00"}
