{"id":"https://openalex.org/W2901725595","doi":"https://doi.org/10.1109/tfuzz.2018.2880716","title":"On the Role of Monometrics in Penalty-Based Data Aggregation","display_name":"On the Role of Monometrics in Penalty-Based Data Aggregation","publication_year":2018,"publication_date":"2018-11-12","ids":{"openalex":"https://openalex.org/W2901725595","doi":"https://doi.org/10.1109/tfuzz.2018.2880716","mag":"2901725595"},"language":"en","primary_location":{"id":"doi:10.1109/tfuzz.2018.2880716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2018.2880716","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5017014450","display_name":"Ra\u00fal P\u00e9rez\u2010Fern\u00e1ndez","orcid":"https://orcid.org/0000-0001-6966-1681"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":true,"raw_author_name":"Raul Perez-Fernandez","raw_affiliation_strings":["Research Unit KERMIT, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Research Unit KERMIT, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012437460","display_name":"Bernard De Baets","orcid":"https://orcid.org/0000-0002-3876-620X"},"institutions":[{"id":"https://openalex.org/I32597200","display_name":"Ghent University","ror":"https://ror.org/00cv9y106","country_code":"BE","type":"education","lineage":["https://openalex.org/I32597200"]}],"countries":["BE"],"is_corresponding":false,"raw_author_name":"Bernard De Baets","raw_affiliation_strings":["Research Unit KERMIT, Ghent University, Gent, Belgium"],"affiliations":[{"raw_affiliation_string":"Research Unit KERMIT, Ghent University, Gent, Belgium","institution_ids":["https://openalex.org/I32597200"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5017014450"],"corresponding_institution_ids":["https://openalex.org/I32597200"],"apc_list":null,"apc_paid":null,"fwci":4.1917,"has_fulltext":false,"cited_by_count":46,"citation_normalized_percentile":{"value":0.9426145,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":"27","issue":"7","first_page":"1456","last_page":"1468"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T10050","display_name":"Multi-Criteria Decision Making","score":0.9994000196456909,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"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/T12135","display_name":"Fuzzy Systems and Optimization","score":0.9950000047683716,"subfield":{"id":"https://openalex.org/subfields/2613","display_name":"Statistics and Probability"},"field":{"id":"https://openalex.org/fields/26","display_name":"Mathematics"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12709","display_name":"Optimization and Mathematical Programming","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/penalty-method","display_name":"Penalty method","score":0.8681716322898865},{"id":"https://openalex.org/keywords/betweenness-centrality","display_name":"Betweenness centrality","score":0.7888702154159546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.640841543674469},{"id":"https://openalex.org/keywords/property","display_name":"Property (philosophy)","score":0.5259040594100952},{"id":"https://openalex.org/keywords/data-aggregator","display_name":"Data aggregator","score":0.4812188446521759},{"id":"https://openalex.org/keywords/relation","display_name":"Relation (database)","score":0.46242088079452515},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.450672447681427},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.44943439960479736},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.26962974667549133},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.26789534091949463},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.0775061845779419}],"concepts":[{"id":"https://openalex.org/C6180225","wikidata":"https://www.wikidata.org/wiki/Q3411771","display_name":"Penalty method","level":2,"score":0.8681716322898865},{"id":"https://openalex.org/C117045392","wikidata":"https://www.wikidata.org/wiki/Q4899215","display_name":"Betweenness centrality","level":3,"score":0.7888702154159546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.640841543674469},{"id":"https://openalex.org/C189950617","wikidata":"https://www.wikidata.org/wiki/Q937228","display_name":"Property (philosophy)","level":2,"score":0.5259040594100952},{"id":"https://openalex.org/C82578977","wikidata":"https://www.wikidata.org/wiki/Q16773055","display_name":"Data aggregator","level":3,"score":0.4812188446521759},{"id":"https://openalex.org/C25343380","wikidata":"https://www.wikidata.org/wiki/Q277521","display_name":"Relation (database)","level":2,"score":0.46242088079452515},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.450672447681427},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.44943439960479736},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.26962974667549133},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26789534091949463},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0775061845779419},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C24590314","wikidata":"https://www.wikidata.org/wiki/Q336038","display_name":"Wireless sensor network","level":2,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0},{"id":"https://openalex.org/C53811970","wikidata":"https://www.wikidata.org/wiki/Q5062194","display_name":"Centrality","level":2,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tfuzz.2018.2880716","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tfuzz.2018.2880716","pdf_url":null,"source":{"id":"https://openalex.org/S134177497","display_name":"IEEE Transactions on Fuzzy Systems","issn_l":"1063-6706","issn":["1063-6706","1941-0034"],"is_oa":false,"is_in_doaj":false,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Fuzzy Systems","raw_type":"journal-article"},{"id":"pmh:oai:archive.ugent.be:8626848","is_oa":false,"landing_page_url":"https://biblio.ugent.be/publication/8626848","pdf_url":null,"source":{"id":"https://openalex.org/S4306400478","display_name":"Ghent University Academic Bibliography (Ghent University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I32597200","host_organization_name":"Ghent University","host_organization_lineage":["https://openalex.org/I32597200"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE TRANSACTIONS ON FUZZY SYSTEMS","raw_type":"journalArticle"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.800000011920929,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[{"id":"https://openalex.org/G5114798876","display_name":null,"funder_award_id":"FWO17/PDO/160","funder_id":"https://openalex.org/F4320321730","funder_display_name":"Fonds Wetenschappelijk Onderzoek"},{"id":"https://openalex.org/G7779370755","display_name":null,"funder_award_id":"FWO17/PDO/160","funder_id":"https://openalex.org/F4320327336","funder_display_name":"Vlaamse regering"}],"funders":[{"id":"https://openalex.org/F4320321730","display_name":"Fonds Wetenschappelijk Onderzoek","ror":"https://ror.org/03qtxy027"},{"id":"https://openalex.org/F4320327336","display_name":"Vlaamse regering","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W938539187","https://openalex.org/W1521226446","https://openalex.org/W1964541472","https://openalex.org/W1968634175","https://openalex.org/W1970650251","https://openalex.org/W1980073965","https://openalex.org/W1985194351","https://openalex.org/W1985514943","https://openalex.org/W1986843426","https://openalex.org/W1990061958","https://openalex.org/W1991025477","https://openalex.org/W1994661222","https://openalex.org/W2003554926","https://openalex.org/W2005972106","https://openalex.org/W2006876454","https://openalex.org/W2021469325","https://openalex.org/W2037471790","https://openalex.org/W2041085006","https://openalex.org/W2051834357","https://openalex.org/W2055747219","https://openalex.org/W2060907774","https://openalex.org/W2063007838","https://openalex.org/W2064471662","https://openalex.org/W2097839342","https://openalex.org/W2103201239","https://openalex.org/W2116966843","https://openalex.org/W2122451634","https://openalex.org/W2129838245","https://openalex.org/W2134551252","https://openalex.org/W2318031348","https://openalex.org/W2342204193","https://openalex.org/W2418572389","https://openalex.org/W2523416820","https://openalex.org/W2566719142","https://openalex.org/W2590941921","https://openalex.org/W2621268638","https://openalex.org/W2750670642","https://openalex.org/W2752914772","https://openalex.org/W2797475624","https://openalex.org/W2803271155","https://openalex.org/W4252793191","https://openalex.org/W4289795356"],"related_works":["https://openalex.org/W1516497519","https://openalex.org/W2356738361","https://openalex.org/W2012724202","https://openalex.org/W3006871705","https://openalex.org/W4205555748","https://openalex.org/W2166456073","https://openalex.org/W2886295835","https://openalex.org/W2118175818","https://openalex.org/W3144459458","https://openalex.org/W2388752977"],"abstract_inverted_index":{"Penalty":[0],"functions":[1,29],"have":[2],"been":[3,31],"a":[4,17,89,96,103,113],"common":[5],"tool":[6],"in":[7,40,52],"data":[8,63,118,131],"aggregation":[9,35,119],"for":[10,102,129],"decades.":[11],"Unfortunately,":[12],"although":[13],"the":[14,23,25,34,45,49,57,71,73,82,93,110],"definition":[15,51],"of":[16,27,36,43,47,59,62,75,86,88,112],"penalty":[18,28,90,104],"function":[19,91,105],"has":[20,30],"evolved":[21],"over":[22],"years,":[24],"use":[26,111],"reduced":[32],"to":[33,54,70,80,123],"real":[37],"numbers.":[38],"However,":[39],"this":[41,66,126],"`era":[42],"aggregation,'":[44],"need":[46],"generalizing":[48],"current":[50],"order":[53],"comply":[55],"with":[56,95],"characteristics":[58],"new":[60,127],"types":[61],"arises.":[64],"In":[65],"paper,":[67],"we":[68],"bring":[69],"attention":[72],"notion":[74],"betweenness":[76,97],"relation":[77],"and":[78],"propose":[79],"replace":[81],"currently":[83],"required":[84],"property":[85],"quasiconvexity":[87],"by":[92],"compatibility":[94],"relation.":[98],"Several":[99],"construction":[100],"methods":[101,120],"are":[106,121],"provided":[107],"based":[108],"on":[109],"monometric.":[114],"Interestingly,":[115],"several":[116],"prominent":[117],"proved":[122],"fit":[124],"into":[125],"framework":[128],"penalty-based":[130],"aggregation.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":4},{"year":2022,"cited_by_count":9},{"year":2021,"cited_by_count":6},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":9},{"year":2018,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}