{"id":"https://openalex.org/W4410680499","doi":"https://doi.org/10.1111/cgf.70122","title":"Voronoi Cell Interface\u2010Based Parameter Sensitivity Analysis for Labeled Samples","display_name":"Voronoi Cell Interface\u2010Based Parameter Sensitivity Analysis for Labeled Samples","publication_year":2025,"publication_date":"2025-05-23","ids":{"openalex":"https://openalex.org/W4410680499","doi":"https://doi.org/10.1111/cgf.70122"},"language":"en","primary_location":{"id":"doi:10.1111/cgf.70122","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70122","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70122","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70122","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5062930382","display_name":"Ruben Bauer","orcid":"https://orcid.org/0000-0003-2614-2480"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"R. Bauer","raw_affiliation_strings":["Visualization Research Center (VISUS) University of Stuttgart  Germany","Visualization Research Center (VISUS), University of Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2614-2480","affiliations":[{"raw_affiliation_string":"Visualization Research Center (VISUS) University of Stuttgart  Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Visualization Research Center (VISUS), University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053067282","display_name":"Marina Evers","orcid":"https://orcid.org/0000-0003-3904-5065"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Evers","raw_affiliation_strings":["Visualization Research Center (VISUS) University of Stuttgart  Germany","Visualization Research Center (VISUS), University of Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-3904-5065","affiliations":[{"raw_affiliation_string":"Visualization Research Center (VISUS) University of Stuttgart  Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Visualization Research Center (VISUS), University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036890265","display_name":"Quynh Quang Ngo","orcid":"https://orcid.org/0000-0001-5254-1480"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Q. Q. Ngo","raw_affiliation_strings":["Visualization Research Center (VISUS) University of Stuttgart  Germany","Visualization Research Center (VISUS), University of Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0001-5254-1480","affiliations":[{"raw_affiliation_string":"Visualization Research Center (VISUS) University of Stuttgart  Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Visualization Research Center (VISUS), University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5087317081","display_name":"Guido Reina","orcid":"https://orcid.org/0000-0003-4127-1897"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"G. Reina","raw_affiliation_strings":["Visualization Research Center (VISUS) University of Stuttgart  Germany","Visualization Research Center (VISUS), University of Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0003-4127-1897","affiliations":[{"raw_affiliation_string":"Visualization Research Center (VISUS) University of Stuttgart  Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Visualization Research Center (VISUS), University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052673631","display_name":"Steffen Frey","orcid":"https://orcid.org/0000-0002-1872-6905"},"institutions":[{"id":"https://openalex.org/I169381384","display_name":"University of Groningen","ror":"https://ror.org/012p63287","country_code":"NL","type":"education","lineage":["https://openalex.org/I169381384"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"S. Frey","raw_affiliation_strings":["University of Groningen  The Netherlands","University of Groningen, The Netherlands"],"raw_orcid":"https://orcid.org/0000-0002-1872-6905","affiliations":[{"raw_affiliation_string":"University of Groningen  The Netherlands","institution_ids":["https://openalex.org/I169381384"]},{"raw_affiliation_string":"University of Groningen, The Netherlands","institution_ids":["https://openalex.org/I169381384"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037110552","display_name":"Michael Sedlmair","orcid":"https://orcid.org/0000-0001-7048-9292"},"institutions":[{"id":"https://openalex.org/I100066346","display_name":"University of Stuttgart","ror":"https://ror.org/04vnq7t77","country_code":"DE","type":"education","lineage":["https://openalex.org/I100066346"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"M. Sedlmair","raw_affiliation_strings":["Visualization Research Center (VISUS) University of Stuttgart  Germany","Visualization Research Center (VISUS), University of Stuttgart, Germany"],"raw_orcid":"https://orcid.org/0000-0001-7048-9292","affiliations":[{"raw_affiliation_string":"Visualization Research Center (VISUS) University of Stuttgart  Germany","institution_ids":["https://openalex.org/I100066346"]},{"raw_affiliation_string":"Visualization Research Center (VISUS), University of Stuttgart, Germany","institution_ids":["https://openalex.org/I100066346"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":3710,"currency":"USD","value_usd":3710},"apc_paid":{"value":3710,"currency":"USD","value_usd":3710},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.08538214,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"44","issue":"3","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10928","display_name":"Probabilistic and Robust Engineering Design","score":0.9757999777793884,"subfield":{"id":"https://openalex.org/subfields/1804","display_name":"Statistics, Probability and Uncertainty"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11255","display_name":"Microfluidic and Bio-sensing Technologies","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10534","display_name":"Structural Health Monitoring Techniques","score":0.929099977016449,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/voronoi-diagram","display_name":"Voronoi diagram","score":0.8854885697364807},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.6767503023147583},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6662807464599609},{"id":"https://openalex.org/keywords/interface","display_name":"Interface (matter)","score":0.5344582796096802},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.45136192440986633},{"id":"https://openalex.org/keywords/biological-system","display_name":"Biological system","score":0.4046124517917633},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.32880088686943054},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.25469881296157837},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.2247357964515686},{"id":"https://openalex.org/keywords/biology","display_name":"Biology","score":0.08933672308921814}],"concepts":[{"id":"https://openalex.org/C24881265","wikidata":"https://www.wikidata.org/wiki/Q757267","display_name":"Voronoi diagram","level":2,"score":0.8854885697364807},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.6767503023147583},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6662807464599609},{"id":"https://openalex.org/C113843644","wikidata":"https://www.wikidata.org/wiki/Q901882","display_name":"Interface (matter)","level":4,"score":0.5344582796096802},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.45136192440986633},{"id":"https://openalex.org/C186060115","wikidata":"https://www.wikidata.org/wiki/Q30336093","display_name":"Biological system","level":1,"score":0.4046124517917633},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.32880088686943054},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.25469881296157837},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.2247357964515686},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.08933672308921814},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C129307140","wikidata":"https://www.wikidata.org/wiki/Q6795880","display_name":"Maximum bubble pressure method","level":3,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0},{"id":"https://openalex.org/C157915830","wikidata":"https://www.wikidata.org/wiki/Q2928001","display_name":"Bubble","level":2,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1111/cgf.70122","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70122","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70122","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},{"id":"pmh:oai:pure.rug.nl:publications/41c72f92-f3e6-47f4-be3d-e63d19a8cbc4","is_oa":true,"landing_page_url":"https://research.rug.nl/en/publications/41c72f92-f3e6-47f4-be3d-e63d19a8cbc4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Bauer, R, Evers, M, Ngo, Q Q, Reina, G, Frey, S & Sedlmair, M 2025, 'Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples', Computer Graphics Forum, vol. 44, no. 3, e70122. https://doi.org/10.1111/cgf.70122","raw_type":"info:eu-repo/semantics/article"},{"id":"pmh:oai:pure.rug.nl:openaire_cris_publications/41c72f92-f3e6-47f4-be3d-e63d19a8cbc4","is_oa":true,"landing_page_url":"https://hdl.handle.net/11370/41c72f92-f3e6-47f4-be3d-e63d19a8cbc4","pdf_url":null,"source":{"id":"https://openalex.org/S4306400420","display_name":"University of Groningen research database (University of Groningen / Centre for Information Technology)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I169381384","host_organization_name":"University of Groningen","host_organization_lineage":["https://openalex.org/I169381384"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Bauer, R, Evers, M, Ngo, Q Q, Reina, G, Frey, S & Sedlmair, M 2025, 'Voronoi Cell Interface-Based Parameter Sensitivity Analysis for Labeled Samples', Computer Graphics Forum, vol. 44, no. 3, e70122. https://doi.org/10.1111/cgf.70122","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"doi:10.1111/cgf.70122","is_oa":true,"landing_page_url":"https://doi.org/10.1111/cgf.70122","pdf_url":"https://onlinelibrary.wiley.com/doi/pdfdirect/10.1111/cgf.70122","source":{"id":"https://openalex.org/S67831204","display_name":"Computer Graphics Forum","issn_l":"0167-7055","issn":["0167-7055","1467-8659"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320595","host_organization_name":"Wiley","host_organization_lineage":["https://openalex.org/P4310320595"],"host_organization_lineage_names":["Wiley"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computer Graphics Forum","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G2125778048","display_name":"SFB 1313: Grenzfl\u00e4chenbeeinflusste Mehrfeldprozesse in por\u00f6sen Medien  Str\u00f6mung, Transport und Deformation","funder_award_id":"327154368","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G6401459825","display_name":"TRR 161: Quantitative Methoden f\u00fcr Visual Computing","funder_award_id":"251654672","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320334747","display_name":"Singapore Institute of Manufacturing Technology","ror":"https://ror.org/00f44np30"},{"id":"https://openalex.org/F4320337214","display_name":"Stuttgart Center for Simulation Science, Universit\u00e4t Stuttgart","ror":null}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4410680499.pdf","grobid_xml":"https://content.openalex.org/works/W4410680499.grobid-xml"},"referenced_works_count":37,"referenced_works":["https://openalex.org/W100464641","https://openalex.org/W1964473154","https://openalex.org/W1979686514","https://openalex.org/W2036249405","https://openalex.org/W2082229705","https://openalex.org/W2094840417","https://openalex.org/W2097798402","https://openalex.org/W2101589741","https://openalex.org/W2107330811","https://openalex.org/W2113942092","https://openalex.org/W2118660081","https://openalex.org/W2147062644","https://openalex.org/W2147997165","https://openalex.org/W2153504150","https://openalex.org/W2159389176","https://openalex.org/W2200269224","https://openalex.org/W2287992427","https://openalex.org/W2323909273","https://openalex.org/W2344440426","https://openalex.org/W2518571988","https://openalex.org/W2815781823","https://openalex.org/W2940317904","https://openalex.org/W2965010363","https://openalex.org/W2996669158","https://openalex.org/W3003257820","https://openalex.org/W3021408811","https://openalex.org/W3037521600","https://openalex.org/W3175873654","https://openalex.org/W3193203615","https://openalex.org/W4223959673","https://openalex.org/W4250095224","https://openalex.org/W4307433298","https://openalex.org/W4362590077","https://openalex.org/W4388674309","https://openalex.org/W4400944887","https://openalex.org/W4402436605","https://openalex.org/W6888765221"],"related_works":["https://openalex.org/W3020555194","https://openalex.org/W2793256277","https://openalex.org/W4360958759","https://openalex.org/W2348235448","https://openalex.org/W2116218375","https://openalex.org/W2389906634","https://openalex.org/W176898926","https://openalex.org/W288156810","https://openalex.org/W1562406979","https://openalex.org/W2962797788"],"abstract_inverted_index":{"Abstract":[0],"Varying":[1],"the":[2,24,27,65,69,74,80,84,101,106,123,140],"input":[3],"parameters":[4,35],"of":[5,14,79,110],"simulations":[6],"or":[7],"experiments":[8],"often":[9],"leads":[10],"to":[11,26,32,38,72,99,103,121],"different":[12],"classes":[13],"results.":[15],"Parameter":[16],"sensitivity":[17,25,56,102],"analysis":[18,57],"in":[19,40,68,83],"this":[20],"context":[21],"includes":[22],"estimating":[23],"individual":[28],"parameters,":[29,104],"that":[30],"is,":[31],"understand":[33],"which":[34,45,96],"contribute":[36],"most":[37],"changes":[39],"output":[41],"classifications":[42],"and":[43,127,143,150],"for":[44,134,148],"parameter":[46,55,70,85,136],"ranges":[47],"these":[48],"occur.":[49],"We":[50,90,138],"propose":[51],"a":[52],"novel":[53],"visual":[54,116],"approach":[58],"based":[59],"on":[60],"Voronoi":[61,77,93],"cell":[62,94,124],"interfaces":[63,95],"between":[64],"sample":[66,81],"points":[67,82],"space":[71,86],"tackle":[73],"problem.":[75],"The":[76],"diagram":[78],"is":[87],"first":[88],"calculated.":[89],"then":[91,119],"extract":[92],"we":[97],"use":[98],"quantify":[100],"considering":[105],"class":[107,128],"label":[108,129],"information":[109],"each":[111],"sample's":[112],"corresponding":[113],"output.":[114],"Multiple":[115],"encodings":[117],"are":[118],"utilized":[120],"represent":[122],"interface":[125],"transitions":[126],"distribution,":[130],"including":[131],"stacked":[132],"graphs":[133],"local":[135],"sensitivity.":[137],"evaluate":[139],"approach's":[141],"expressiveness":[142],"usefulness":[144],"with":[145],"case":[146],"studies":[147],"synthetic":[149],"real\u2010world":[151],"datasets.":[152]},"counts_by_year":[],"updated_date":"2026-08-06T08:24:18.245995","created_date":"2025-10-10T00:00:00"}
