{"id":"https://openalex.org/W4404035375","doi":"https://doi.org/10.1109/access.2024.3491423","title":"SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization","display_name":"SCORE Band Visualizations: Supporting Decision Makers in Comparing High-Dimensional Outcome Vectors in Multiobjective Optimization","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4404035375","doi":"https://doi.org/10.1109/access.2024.3491423"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3491423","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3491423","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.1109/access.2024.3491423","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5086302118","display_name":"Bhupinder Singh Saini","orcid":"https://orcid.org/0000-0003-2455-3008"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Bhupinder S. Saini","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, University of Jyvaskyla, Finland","Faculty of Information Technology, University of Jyvaskyla, P.O. Box 35 (Agora), University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0003-2455-3008","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, P.O. Box 35 (Agora), University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020945863","display_name":"Kaisa Miettinen","orcid":"https://orcid.org/0000-0003-1013-4689"},"institutions":[{"id":"https://openalex.org/I94722563","display_name":"University of Jyv\u00e4skyl\u00e4","ror":"https://ror.org/05n3dz165","country_code":"FI","type":"education","lineage":["https://openalex.org/I94722563"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Kaisa Miettinen","raw_affiliation_strings":["Faculty of Information Technology, University of Jyvaskyla, University of Jyvaskyla, Finland","Faculty of Information Technology, University of Jyvaskyla, P.O. Box 35 (Agora), University of Jyvaskyla, Finland"],"raw_orcid":"https://orcid.org/0000-0003-1013-4689","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]},{"raw_affiliation_string":"Faculty of Information Technology, University of Jyvaskyla, P.O. Box 35 (Agora), University of Jyvaskyla, Finland","institution_ids":["https://openalex.org/I94722563"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056075291","display_name":"Kathrin Klamroth","orcid":"https://orcid.org/0000-0001-9119-0732"},"institutions":[{"id":"https://openalex.org/I167360494","display_name":"University of Wuppertal","ror":"https://ror.org/00613ak93","country_code":"DE","type":"education","lineage":["https://openalex.org/I167360494"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kathrin Klamroth","raw_affiliation_strings":["School of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany","University of Wuppertal, School of Mathematics and Natural Sciences, Gau&#x00DF;str. 20, Wuppertal, Germany"],"raw_orcid":"https://orcid.org/0000-0001-9119-0732","affiliations":[{"raw_affiliation_string":"School of Mathematics and Natural Sciences, University of Wuppertal, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]},{"raw_affiliation_string":"University of Wuppertal, School of Mathematics and Natural Sciences, Gau&#x00DF;str. 20, Wuppertal, Germany","institution_ids":["https://openalex.org/I167360494"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065830990","display_name":"Ralph E. Steuer","orcid":"https://orcid.org/0000-0002-4585-2456"},"institutions":[{"id":"https://openalex.org/I165733156","display_name":"University of Georgia","ror":"https://ror.org/00te3t702","country_code":"US","type":"education","lineage":["https://openalex.org/I165733156"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ralph E. Steuer","raw_affiliation_strings":["Department of Finance, University of Georgia, Athens, GA, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Finance, University of Georgia, Athens, GA, USA","institution_ids":["https://openalex.org/I165733156"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5041255804","display_name":"Kerstin D\u00e4chert","orcid":null},"institutions":[{"id":"https://openalex.org/I4210165059","display_name":"Hochschule f\u00fcr Technik und Wirtschaft Dresden \u2013 University of Applied Sciences","ror":"https://ror.org/05q5pk319","country_code":"DE","type":"education","lineage":["https://openalex.org/I4210165059"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kerstin D\u00e4chert","raw_affiliation_strings":["Hochschule f&#x00FC;r Technik und Wirtschaft Dresden, University of Applied Sciences, Dresden, Germany","Hochschule f&#x00FC;r Technik und Wirtschaft Dresden, University of Applied Sciences, Friedrich-List-Platz 1, Dresden, Germany"],"raw_orcid":"https://orcid.org/0000-0002-6458-6480","affiliations":[{"raw_affiliation_string":"Hochschule f&#x00FC;r Technik und Wirtschaft Dresden, University of Applied Sciences, Dresden, Germany","institution_ids":["https://openalex.org/I4210165059"]},{"raw_affiliation_string":"Hochschule f&#x00FC;r Technik und Wirtschaft Dresden, University of Applied Sciences, Friedrich-List-Platz 1, Dresden, Germany","institution_ids":["https://openalex.org/I4210165059"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.15356171,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"12","issue":null,"first_page":"164371","last_page":"164388"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.5286999940872192,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11006","display_name":"BIM and Construction Integration","score":0.5286999940872192,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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":0.7048915028572083},{"id":"https://openalex.org/keywords/multi-objective-optimization","display_name":"Multi-objective optimization","score":0.6782541275024414},{"id":"https://openalex.org/keywords/outcome","display_name":"Outcome (game theory)","score":0.6517220735549927},{"id":"https://openalex.org/keywords/decision-support-system","display_name":"Decision support system","score":0.4438202977180481},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.294187068939209},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.28247928619384766},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.12893113493919373}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7048915028572083},{"id":"https://openalex.org/C68781425","wikidata":"https://www.wikidata.org/wiki/Q2052203","display_name":"Multi-objective optimization","level":2,"score":0.6782541275024414},{"id":"https://openalex.org/C148220186","wikidata":"https://www.wikidata.org/wiki/Q7111912","display_name":"Outcome (game theory)","level":2,"score":0.6517220735549927},{"id":"https://openalex.org/C107327155","wikidata":"https://www.wikidata.org/wiki/Q330268","display_name":"Decision support system","level":2,"score":0.4438202977180481},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.294187068939209},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.28247928619384766},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.12893113493919373},{"id":"https://openalex.org/C144237770","wikidata":"https://www.wikidata.org/wiki/Q747534","display_name":"Mathematical economics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/access.2024.3491423","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3491423","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:jyx.jyu.fi:123456789/99075","is_oa":true,"landing_page_url":"http://urn.fi/URN:NBN:fi:jyu-202412197886","pdf_url":"https://jyx.jyu.fi/bitstreams/61791f42-e80a-480c-b580-5d125175ca5f/download","source":{"id":"https://openalex.org/S4306400563","display_name":"Jyv\u00e4skyl\u00e4 University Digital Archive (University of Jyv\u00e4skyl\u00e4)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I94722563","host_organization_name":"University of Jyv\u00e4skyl\u00e4","host_organization_lineage":["https://openalex.org/I94722563"],"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":null,"raw_type":"research article"},{"id":"pmh:oai:doaj.org/article:811c4446d9394029b7b0f566b96a90f3","is_oa":true,"landing_page_url":"https://doaj.org/article/811c4446d9394029b7b0f566b96a90f3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","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":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 164371-164388 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3491423","is_oa":true,"landing_page_url":"http://dx.doi.org/10.1109/access.2024.3491423","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.6000000238418579,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G3051870739","display_name":"Decision Support with Interactive Advanced Data-Enabled Multiobjective Optimization Systems (DESIDES)","funder_award_id":"355346","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"},{"id":"https://openalex.org/G4400197063","display_name":null,"funder_award_id":"355346","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"},{"id":"https://openalex.org/G695231838","display_name":null,"funder_award_id":"322221","funder_id":"https://openalex.org/F4320322887","funder_display_name":"The Research Council"},{"id":"https://openalex.org/G8782467213","display_name":null,"funder_award_id":"322221","funder_id":"https://openalex.org/F4320321108","funder_display_name":"Academy of Finland"}],"funders":[{"id":"https://openalex.org/F4320321108","display_name":"Academy of Finland","ror":"https://ror.org/05k73zm37"},{"id":"https://openalex.org/F4320322887","display_name":"The Research Council","ror":"https://ror.org/03tcppy59"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1147399608","https://openalex.org/W1485406629","https://openalex.org/W1492221178","https://openalex.org/W1613201427","https://openalex.org/W1970569675","https://openalex.org/W1976160686","https://openalex.org/W1984620536","https://openalex.org/W1997705876","https://openalex.org/W2022995775","https://openalex.org/W2049665972","https://openalex.org/W2062241216","https://openalex.org/W2064751934","https://openalex.org/W2090439917","https://openalex.org/W2102365077","https://openalex.org/W2116153763","https://openalex.org/W2123006068","https://openalex.org/W2135694298","https://openalex.org/W2143475690","https://openalex.org/W2148296789","https://openalex.org/W2156980556","https://openalex.org/W2158307450","https://openalex.org/W2158870854","https://openalex.org/W2221590122","https://openalex.org/W2230480472","https://openalex.org/W2342249984","https://openalex.org/W2490736661","https://openalex.org/W2490754975","https://openalex.org/W2559295340","https://openalex.org/W2572414134","https://openalex.org/W2751793149","https://openalex.org/W2762344307","https://openalex.org/W2783549178","https://openalex.org/W2905709789","https://openalex.org/W2910396521","https://openalex.org/W2922354248","https://openalex.org/W2964312468","https://openalex.org/W2997591727","https://openalex.org/W3003257820","https://openalex.org/W3015354661","https://openalex.org/W3035965352","https://openalex.org/W3040054808","https://openalex.org/W3104412070","https://openalex.org/W3142821364","https://openalex.org/W3209829258","https://openalex.org/W4244346131","https://openalex.org/W4282923140","https://openalex.org/W4297422563","https://openalex.org/W4399535012","https://openalex.org/W6678333513","https://openalex.org/W6786592378"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2978999882","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Clearly":[0],"arranged":[1],"visualizations":[2],"are":[3,56],"needed":[4],"in":[5,87,91,100,122,166,177],"multiobjective":[6],"optimization":[7],"problems":[8],"with":[9,78,179,191],"a":[10,17,57,68,101,168],"large":[11,18,180],"number":[12,19],"of":[13,20,26,47,113,155,158,162,182,188],"objective":[14,27,98,114],"functions,":[15],"when":[16],"Pareto":[21],"optimal":[22],"outcome":[23,44,65,92,143,156],"vectors":[24,45,93,144,157],"(vectors":[25],"function":[28],"values)":[29],"must":[30],"be":[31,76],"compared":[32],"during":[33],"the":[34,84,97,111,118,133,142,174,186],"decision":[35,85,134,175],"making":[36],"processes.":[37],"This":[38],"paper":[39],"contributes":[40],"to":[41,62,75,82,136,172],"visualizing":[42],"such":[43],"independent":[46],"how":[48],"they":[49],"have":[50,129],"been":[51],"generated.":[52],"Parallel":[53],"coordinate":[54,80,124],"plots":[55,81],"widely":[58],"used":[59,77],"visualization":[60,70],"technique":[61,71],"represent":[63],"different":[64,153,192],"vectors.We":[66],"propose":[67],"novel":[69],"called":[72],"SCORE":[73,126,189],"bands":[74,127,146,190],"parallel":[79,123],"support":[83,173],"maker":[86,135,176],"simultaneously":[88],"identifying":[89],"patterns":[90],"and":[94,116,147,150],"correlations":[95],"among":[96,120,141],"functions":[99,115],"meaningful":[102],"way.":[103],"To":[104],"do":[105],"so,":[106],"amongst":[107],"others,":[108],"we":[109],"change":[110],"ordering":[112],"modify":[117],"distances":[119],"them":[121],"plots.":[125],"also":[128],"interactive":[130],"capabilities":[131],"allowing":[132],"first":[137],"study":[138],"general":[139],"trends":[140],"as":[145],"then":[148],"zoom-in":[149],"move":[151],"about":[152],"groups":[154],"interest.":[159],"The":[160],"novelty":[161],"our":[163],"approach":[164],"lies":[165],"proposing":[167],"visually":[169],"appealing":[170],"way":[171],"dealing":[178],"amounts":[181],"information.":[183],"We":[184],"demonstrate":[185],"benefits":[187],"examples.":[193]},"counts_by_year":[],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}
