{"id":"https://openalex.org/W2896856186","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491532","title":"Uncertainty management for classification and benchmarking of energy-use preference profiles","display_name":"Uncertainty management for classification and benchmarking of energy-use preference profiles","publication_year":2018,"publication_date":"2018-07-01","ids":{"openalex":"https://openalex.org/W2896856186","doi":"https://doi.org/10.1109/fuzz-ieee.2018.8491532","mag":"2896856186"},"language":"en","primary_location":{"id":"doi:10.1109/fuzz-ieee.2018.8491532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-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/A5064020160","display_name":"Camilo Franco","orcid":"https://orcid.org/0000-0002-2006-3821"},"institutions":[{"id":"https://openalex.org/I162096671","display_name":"Universidad de Los Andes","ror":"https://ror.org/02mhbdp94","country_code":"CO","type":"education","lineage":["https://openalex.org/I162096671"]}],"countries":["CO"],"is_corresponding":true,"raw_author_name":"Camilo Franco","raw_affiliation_strings":["Department of Industrial Engineering, Andes University, Bogot\u00e1, Colombia"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Andes University, Bogot\u00e1, Colombia","institution_ids":["https://openalex.org/I162096671"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5012084592","display_name":"Kurt Nielsen","orcid":"https://orcid.org/0000-0003-1544-1223"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Kurt Nielsen","raw_affiliation_strings":["Department of Food and Resource Economics, Copenhagen University, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Food and Resource Economics, Copenhagen University, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027528211","display_name":"Pieter Jan Kerstens","orcid":"https://orcid.org/0000-0002-4368-0259"},"institutions":[{"id":"https://openalex.org/I124055696","display_name":"University of Copenhagen","ror":"https://ror.org/035b05819","country_code":"DK","type":"education","lineage":["https://openalex.org/I124055696"]}],"countries":["DK"],"is_corresponding":false,"raw_author_name":"Pieter Jan Kerstens","raw_affiliation_strings":["Department of Food and Resource Economics, Copenhagen University, Copenhagen, Denmark"],"affiliations":[{"raw_affiliation_string":"Department of Food and Resource Economics, Copenhagen University, Copenhagen, Denmark","institution_ids":["https://openalex.org/I124055696"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5064020160"],"corresponding_institution_ids":["https://openalex.org/I162096671"],"apc_list":null,"apc_paid":null,"fwci":0.6195,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.82483937,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10841","display_name":"Economic and Environmental Valuation","score":0.9898999929428101,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.9800999760627747,"subfield":{"id":"https://openalex.org/subfields/2105","display_name":"Renewable Energy, Sustainability and the Environment"},"field":{"id":"https://openalex.org/fields/21","display_name":"Energy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.972599983215332,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/benchmarking","display_name":"Benchmarking","score":0.867042064666748},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6520159840583801},{"id":"https://openalex.org/keywords/class","display_name":"Class (philosophy)","score":0.5683612823486328},{"id":"https://openalex.org/keywords/preference","display_name":"Preference","score":0.5531057715415955},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5255764126777649},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5182111859321594},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.48843565583229065},{"id":"https://openalex.org/keywords/sample","display_name":"Sample (material)","score":0.47529613971710205},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.47123441100120544},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46606308221817017},{"id":"https://openalex.org/keywords/metering-mode","display_name":"Metering mode","score":0.46164670586586},{"id":"https://openalex.org/keywords/frame","display_name":"Frame (networking)","score":0.4373423457145691},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.42215076088905334},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4093985855579376},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.21282848715782166},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1675243377685547},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16159886121749878},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.15153083205223083},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.11464390158653259}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.867042064666748},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6520159840583801},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.5683612823486328},{"id":"https://openalex.org/C2781249084","wikidata":"https://www.wikidata.org/wiki/Q908656","display_name":"Preference","level":2,"score":0.5531057715415955},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5255764126777649},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5182111859321594},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.48843565583229065},{"id":"https://openalex.org/C198531522","wikidata":"https://www.wikidata.org/wiki/Q485146","display_name":"Sample (material)","level":2,"score":0.47529613971710205},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.47123441100120544},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46606308221817017},{"id":"https://openalex.org/C30905978","wikidata":"https://www.wikidata.org/wiki/Q815598","display_name":"Metering mode","level":2,"score":0.46164670586586},{"id":"https://openalex.org/C126042441","wikidata":"https://www.wikidata.org/wiki/Q1324888","display_name":"Frame (networking)","level":2,"score":0.4373423457145691},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.42215076088905334},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4093985855579376},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.21282848715782166},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1675243377685547},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16159886121749878},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.15153083205223083},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.11464390158653259},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/fuzz-ieee.2018.8491532","is_oa":false,"landing_page_url":"https://doi.org/10.1109/fuzz-ieee.2018.8491532","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE)","raw_type":"proceedings-article"},{"id":"pmh:oai:pure.atira.dk:openaire_cris_publications/5992edf0-b491-4722-bbd3-7032b785905b","is_oa":false,"landing_page_url":"https://researchprofiles.ku.dk/da/publications/5992edf0-b491-4722-bbd3-7032b785905b","pdf_url":null,"source":{"id":"https://openalex.org/S4306401983","display_name":"Research at the University of Copenhagen (University of Copenhagen)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I124055696","host_organization_name":"University of Copenhagen","host_organization_lineage":["https://openalex.org/I124055696"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Franco , C , Nielsen , K & Kerstens , P J 2018 , Uncertainty management for classification and benchmarking of energy-use preference profiles . in 2018 IEEE International Conference on Fuzzy Systems (FUZZ-IEEE) : Proceedings . IEEE , IEEE International Conference on Fuzzy Systems , pp. 1-8 , 2018 IEEE International Conference on Fuzzy Systems , Rio de Janeiro , Brazil , 08/07/2018 . https://doi.org/10.1109/FUZZ-IEEE.2018.8491532","raw_type":"contributionToPeriodical"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.8700000047683716,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320330516","display_name":"Industriens Fond","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W130988232","https://openalex.org/W586142541","https://openalex.org/W787421587","https://openalex.org/W1556265791","https://openalex.org/W1985290489","https://openalex.org/W1989434923","https://openalex.org/W2004157749","https://openalex.org/W2046606696","https://openalex.org/W2070198522","https://openalex.org/W2076452041","https://openalex.org/W2126805582","https://openalex.org/W2129763896","https://openalex.org/W2282241696","https://openalex.org/W2912565176","https://openalex.org/W4211007335","https://openalex.org/W6622638667","https://openalex.org/W6633350825"],"related_works":["https://openalex.org/W4238897586","https://openalex.org/W435179959","https://openalex.org/W2619091065","https://openalex.org/W2059640416","https://openalex.org/W1490753184","https://openalex.org/W2284465472","https://openalex.org/W2291782699","https://openalex.org/W1993948687","https://openalex.org/W2000169967","https://openalex.org/W2112883198"],"abstract_inverted_index":{"In":[0,136],"the":[1,33,75,82,88,107,120,124,139,161],"present":[2],"state":[3],"of":[4,16,49,90,109,119,167],"information":[5],"technologies,":[6],"Big":[7],"Data":[8],"and":[9,25,115,131,172,180],"Smart":[10],"Metering":[11],"allow":[12],"very":[13],"precise":[14],"readings":[15],"human":[17,78],"behavior,":[18],"like":[19],"e.g.":[20],"energy":[21,162,175,187],"consumption":[22],"from":[23],"households":[24],"firms.":[26],"Focusing":[27],"on":[28,106,129],"detailed":[29],"micro-data":[30],"profiles":[31,92,140],"representing":[32],"users'":[34],"preferences":[35,38,91],"through":[36],"time,":[37],"have":[39],"to":[40,68,160,184],"be":[41,64,143],"represented":[42],"for":[43,102,145,152],"aggregation":[44,89],"into":[45],"an":[46,54],"initial":[47,55],"set":[48],"informative":[50],"classes.":[51],"For":[52,81,123],"such":[53],"classification,":[56],"a":[57,69,100,126,165],"general":[58],"frame":[59],"is":[60,85,134,158],"required":[61],"which":[62],"can":[63],"later":[65],"exploited":[66],"according":[67,183],"specific":[70,116,146],"purpose/application,":[71],"while":[72],"appropriately":[73],"handling":[74],"uncertainty":[76],"in":[77,149,170],"behavior":[79],"classification.":[80],"former,":[83],"it":[84],"noticed":[86],"that":[87,141],"should":[93,142],"maintain":[94],"its":[95],"characteristic":[96],"shape,":[97],"thus":[98],"proposing":[99],"method":[101],"inferring":[103],"class":[104],"membership":[105],"basis":[108],"proximity":[110],"between":[111],"any":[112],"given":[113],"profile,":[114],"(target)":[117],"examples":[118],"desired":[121],"profiles.":[122],"latter,":[125],"classification":[127],"based":[128],"opposites":[130],"neutral":[132],"categories":[133],"suggested.":[135],"consequence,":[137],"identifying":[138],"targeted":[144],"applications,":[147],"as":[148],"market":[150],"design":[151],"demand":[153],"response.":[154],"The":[155],"proposed":[156],"methodology":[157],"applied":[159],"sector,":[163],"using":[164],"sample":[166],"1243":[168],"firms":[169,182],"Denmark":[171],"their":[173,185],"hourly":[174],"use":[176],"throughout":[177],"2013,":[178],"classifying":[179],"benchmarking":[181],"green":[186],"efficiency.":[188]},"counts_by_year":[{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-15T09:29:46.208133","created_date":"2025-10-10T00:00:00"}