{"id":"https://openalex.org/W4310881609","doi":"https://doi.org/10.1145/3563357.3564063","title":"\"I do not know\"","display_name":"\"I do not know\"","publication_year":2022,"publication_date":"2022-11-09","ids":{"openalex":"https://openalex.org/W4310881609","doi":"https://doi.org/10.1145/3563357.3564063"},"language":"en","primary_location":{"id":"doi:10.1145/3563357.3564063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3564063","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/A5062180299","display_name":"Vibhuti Bansal","orcid":"https://orcid.org/0000-0003-1114-9460"},"institutions":[{"id":"https://openalex.org/I4405259495","display_name":"Bharati Vidyapeeth's College of Engineering, Delhi","ror":"https://ror.org/02akhpg19","country_code":"IN","type":"education","lineage":["https://openalex.org/I4405259495"]},{"id":"https://openalex.org/I887998513","display_name":"Bharati Vidyapeeth Deemed University","ror":"https://ror.org/0052mmx10","country_code":"IN","type":"education","lineage":["https://openalex.org/I887998513"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Vibhuti Bansal","raw_affiliation_strings":["Bharati Vidyapeeth's College of Engineering, Delhi, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Bharati Vidyapeeth's College of Engineering, Delhi, India","institution_ids":["https://openalex.org/I4405259495","https://openalex.org/I887998513"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010641019","display_name":"Rohit Khoiwal","orcid":null},"institutions":[{"id":"https://openalex.org/I159219196","display_name":"Rajasthan Technical University","ror":"https://ror.org/056bber35","country_code":"IN","type":"education","lineage":["https://openalex.org/I159219196"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Rohit Khoiwal","raw_affiliation_strings":["Rajasthan Technical University, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Rajasthan Technical University, India","institution_ids":["https://openalex.org/I159219196"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079535979","display_name":"Hetvi Shastri","orcid":"https://orcid.org/0009-0008-7867-3324"},"institutions":[{"id":"https://openalex.org/I24603500","display_name":"University of Massachusetts Amherst","ror":"https://ror.org/0072zz521","country_code":"US","type":"education","lineage":["https://openalex.org/I24603500"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hetvi Shastri","raw_affiliation_strings":["University of Massachusetts Amherst"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Massachusetts Amherst","institution_ids":["https://openalex.org/I24603500"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069585144","display_name":"Haikoo Khandor","orcid":"https://orcid.org/0000-0003-3282-2909"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Haikoo Khandor","raw_affiliation_strings":["IIT Gandhinagar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar, India","institution_ids":["https://openalex.org/I27674431"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032387742","display_name":"Nipun Batra","orcid":"https://orcid.org/0000-0002-0736-7169"},"institutions":[{"id":"https://openalex.org/I27674431","display_name":"Indian Institute of Technology Gandhinagar","ror":"https://ror.org/0036p5w23","country_code":"IN","type":"education","lineage":["https://openalex.org/I27674431"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Nipun Batra","raw_affiliation_strings":["IIT Gandhinagar, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"IIT Gandhinagar, India","institution_ids":["https://openalex.org/I27674431"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"88"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10121","display_name":"Building Energy and Comfort Optimization","score":0.9968000054359436,"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":0.9940999746322632,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.773210883140564},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6796398162841797},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.6265549659729004},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5697044134140015},{"id":"https://openalex.org/keywords/point-estimation","display_name":"Point estimation","score":0.5678844451904297},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.561917781829834},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.5396414399147034},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5286551117897034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5178085565567017},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.4310899078845978},{"id":"https://openalex.org/keywords/measurement-uncertainty","display_name":"Measurement uncertainty","score":0.4195733964443207},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36793074011802673},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11460006237030029},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1116989254951477},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.07118996977806091}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.773210883140564},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6796398162841797},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.6265549659729004},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5697044134140015},{"id":"https://openalex.org/C41426520","wikidata":"https://www.wikidata.org/wiki/Q1192065","display_name":"Point estimation","level":2,"score":0.5678844451904297},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.561917781829834},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.5396414399147034},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5286551117897034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5178085565567017},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.4310899078845978},{"id":"https://openalex.org/C137209882","wikidata":"https://www.wikidata.org/wiki/Q1403517","display_name":"Measurement uncertainty","level":2,"score":0.4195733964443207},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36793074011802673},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11460006237030029},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1116989254951477},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.07118996977806091},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3563357.3564063","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3563357.3564063","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":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.7699999809265137}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W1479651931","https://openalex.org/W2097481773","https://openalex.org/W2123910460","https://openalex.org/W2129728285","https://openalex.org/W2515519620","https://openalex.org/W2566212894","https://openalex.org/W2984293231","https://openalex.org/W3099873379","https://openalex.org/W3107922427","https://openalex.org/W3127962484","https://openalex.org/W3129106477","https://openalex.org/W3163620325","https://openalex.org/W3215249021","https://openalex.org/W4312141562"],"related_works":["https://openalex.org/W2576994247","https://openalex.org/W2608353378","https://openalex.org/W4249206767","https://openalex.org/W2563559453","https://openalex.org/W3130844878","https://openalex.org/W2382330008","https://openalex.org/W2490743626","https://openalex.org/W4388321721","https://openalex.org/W4386940959","https://openalex.org/W2729542328"],"abstract_inverted_index":{"Non-intrusive":[0],"load":[1],"monitoring":[2],"(NILM)":[3],"refers":[4],"to":[5],"the":[6,15,48,86,130],"task":[7],"of":[8,118],"disaggregating":[9],"total":[10],"household":[11],"power":[12],"consumption":[13],"into":[14],"constituent":[16],"appliances.":[17],"In":[18,33,43],"recent":[19,75],"years,":[20],"various":[21],"neural":[22],"network":[23],"(NN)":[24],"based":[25],"approaches":[26],"have":[27,115],"emerged":[28],"as":[29],"state-of-the-art":[30],"for":[31,40,79],"NILM.":[32],"conventional":[34],"settings,":[35],"NN(s)":[36],"provide":[37,70],"point":[38],"estimates":[39],"appliance":[41],"power.":[42],"this":[44],"paper,":[45],"we":[46,52,66],"explore":[47,74],"question":[49],"-":[50],"can":[51,65,96,128],"learn":[53,67],"models":[54,68,95],"that":[55,69,93,108],"tell":[56],"when":[57],"they":[58,127],"are":[59],"unsure?":[60],"Or,":[61],"in":[62,77,111],"other":[63],"words,":[64],"uncertainty":[71,78,99,131],"estimates?":[72],"We":[73,105,120],"advances":[76],"NN(s),":[80],"evaluate":[81],"14":[82],"model":[83],"variants":[84],"on":[85,102],"publicly":[87],"available":[88],"REDD":[89],"dataset,":[90],"and":[91,125],"find":[92,107,126],"our":[94],"accurately":[97],"estimate":[98],"without":[100],"compromising":[101],"traditional":[103],"metrics.":[104],"also":[106,121],"different":[109,113],"appliances":[110],"their":[112],"states":[114],"varying":[116],"performance":[117],"uncertainty.":[119],"propose":[122],"\"recalibration\"":[123],"methods":[124],"improve":[129],"estimation.":[132]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-22T07:51:19.307946","created_date":"2022-12-20T00:00:00"}