{"id":"https://openalex.org/W4310881975","doi":"https://doi.org/10.1145/3563357.3566140","title":"XENIA","display_name":"XENIA","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4310881975","doi":"https://doi.org/10.1145/3563357.3566140"},"language":"en","primary_location":{"id":"doi:10.1145/3563357.3566140","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3566140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"},"type":"conference-paper","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/A5071335429","display_name":"Kevin Joshi","orcid":"https://orcid.org/0000-0003-0016-5289"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kevin Joshi","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085557440","display_name":"Arnab Jana","orcid":"https://orcid.org/0000-0001-8210-1566"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arnab Jana","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040213611","display_name":"Pandarasamy Arjunan","orcid":"https://orcid.org/0000-0002-7697-3576"},"institutions":[{"id":"https://openalex.org/I4210167254","display_name":"Singapore-MIT Alliance for Research and Technology","ror":"https://ror.org/05yb3w112","country_code":"SG","type":"education","lineage":["https://openalex.org/I4210167254"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Pandarasamy Arjunan","raw_affiliation_strings":["Berkeley Education Alliance for Research in Singapore Limited, Singapore"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Berkeley Education Alliance for Research in Singapore Limited, Singapore","institution_ids":["https://openalex.org/I4210167254"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047920922","display_name":"Krithi Ramamritham","orcid":"https://orcid.org/0000-0002-2181-0526"},"institutions":[{"id":"https://openalex.org/I162827531","display_name":"Indian Institute of Technology Bombay","ror":"https://ror.org/02qyf5152","country_code":"IN","type":"education","lineage":["https://openalex.org/I162827531"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Krithi Ramamritham","raw_affiliation_strings":["Indian Institute of Technology Bombay, Mumbai, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Indian Institute of Technology Bombay, Mumbai, India","institution_ids":["https://openalex.org/I162827531"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"406","last_page":"412"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.995199978351593,"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/T10121","display_name":"Building Energy and Comfort Optimization","score":0.995199978351593,"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"}},{"id":"https://openalex.org/T11954","display_name":"Energy Efficiency and Management","score":0.97079998254776,"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/T11988","display_name":"Sustainable Building Design and Assessment","score":0.9545999765396118,"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/benchmarking","display_name":"Benchmarking","score":0.9358514547348022},{"id":"https://openalex.org/keywords/benchmark","display_name":"Benchmark (surveying)","score":0.7882658243179321},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.7354215979576111},{"id":"https://openalex.org/keywords/work","display_name":"Work (physics)","score":0.5895587205886841},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5618194341659546},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5336533188819885},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5287489295005798},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.5077246427536011},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.46710315346717834},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.21591046452522278},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.19361194968223572},{"id":"https://openalex.org/keywords/business","display_name":"Business","score":0.19071224331855774},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.15504580736160278},{"id":"https://openalex.org/keywords/marketing","display_name":"Marketing","score":0.13615354895591736},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11496144533157349},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.09945634007453918},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.08238154649734497}],"concepts":[{"id":"https://openalex.org/C86251818","wikidata":"https://www.wikidata.org/wiki/Q816754","display_name":"Benchmarking","level":2,"score":0.9358514547348022},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.7882658243179321},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.7354215979576111},{"id":"https://openalex.org/C18762648","wikidata":"https://www.wikidata.org/wiki/Q42213","display_name":"Work (physics)","level":2,"score":0.5895587205886841},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5618194341659546},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5336533188819885},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5287489295005798},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.5077246427536011},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.46710315346717834},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.21591046452522278},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.19361194968223572},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.19071224331855774},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.15504580736160278},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.13615354895591736},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11496144533157349},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.09945634007453918},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.08238154649734497},{"id":"https://openalex.org/C13280743","wikidata":"https://www.wikidata.org/wiki/Q131089","display_name":"Geodesy","level":1,"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3563357.3566140","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3566140","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 9th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1678356000","https://openalex.org/W2130572584","https://openalex.org/W2897784558","https://openalex.org/W2982435754","https://openalex.org/W3193589299","https://openalex.org/W3207824859","https://openalex.org/W4200474996","https://openalex.org/W4210243887","https://openalex.org/W4210372445","https://openalex.org/W4280643147","https://openalex.org/W4281961246","https://openalex.org/W4292237320"],"related_works":["https://openalex.org/W4399363378","https://openalex.org/W4297745244","https://openalex.org/W4214628662","https://openalex.org/W2156822401","https://openalex.org/W2037518538","https://openalex.org/W3092380670","https://openalex.org/W3125847301","https://openalex.org/W4313390786","https://openalex.org/W2089393798","https://openalex.org/W2356819012"],"abstract_inverted_index":{"Benchmarking":[0],"energy":[1,18,29,51,91,115,163],"usage":[2],"help":[3],"identify":[4],"operational":[5],"and":[6,69,74,89,146,154],"strategic":[7],"best":[8],"practices":[9],"suitable":[10],"for":[11,32,67,121,144],"an":[12,45],"establishment":[13],"while":[14],"creating":[15],"awareness":[16],"of":[17,40,64,111,134],"consumption.":[19,92,116,164],"Therefore":[20],"in":[21,34,138,152],"this":[22],"work,":[23],"we":[24,97,125],"present":[25],"XENIA,":[26],"a":[27,37,99,122],"data-driven":[28],"benchmarking":[30],"methodology":[31],"buildings":[33,71,148],"Singapore":[35],"using":[36,53,86,102],"public":[38],"dataset":[39],"building":[41,55,85,112,136],"attributes.":[42],"We":[43],"develop":[44],"ensemble":[46],"tree":[47],"model":[48],"to":[49,83,107,130],"predict":[50],"consumption":[52],"the":[54,87,95,103,109,127,132,139,158],"attributes":[56,113],"as":[57],"predictors.":[58],"Symmetric":[59],"mean":[60],"absolute":[61],"percentage":[62],"error":[63],"these":[65],"models":[66],"hotel":[68],"retail":[70,147],"is":[72,80],"5.15%":[73],"5.02%,":[75],"respectively.":[76],"A":[77],"benchmark":[78],"grade":[79],"then":[81],"assigned":[82],"each":[84,135],"actual":[88],"predicted":[90],"To":[93],"interpret":[94],"model,":[96],"provide":[98],"global":[100],"explanation":[101],"partial":[104],"dependence":[105],"function":[106],"show":[108,131,149],"effect":[110],"on":[114,162],"For":[117],"local":[118],"explanation,":[119],"i.e.,":[120],"specific":[123],"building,":[124],"use":[126],"SHAP":[128],"value":[129],"influence":[133],"attribute":[137],"prediction":[140],"model.":[141],"The":[142],"results":[143],"hotels":[145],"that":[150],"change":[151],"AC":[153],"non-AC":[155],"floor":[156],"has":[157],"highest":[159],"positive":[160],"impact":[161]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2022-12-20T00:00:00"}
