{"id":"https://openalex.org/W2903256642","doi":"https://doi.org/10.1145/3276774.3276797","title":"R <scp>imor</scp>","display_name":"R <scp>imor</scp>","publication_year":2018,"publication_date":"2018-11-07","ids":{"openalex":"https://openalex.org/W2903256642","doi":"https://doi.org/10.1145/3276774.3276797","mag":"2903256642"},"language":"en","primary_location":{"id":"doi:10.1145/3276774.3276797","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3276774.3276797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Conference on Systems for Built Environments","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/A5111411021","display_name":"Haroon Rashid","orcid":null},"institutions":[{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]},{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Haroon Rashid","raw_affiliation_strings":["IIIT Delhi, India"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032387742","display_name":"Nipun Batra","orcid":"https://orcid.org/0000-0002-0736-7169"},"institutions":[{"id":"https://openalex.org/I51556381","display_name":"University of Virginia","ror":"https://ror.org/0153tk833","country_code":"US","type":"education","lineage":["https://openalex.org/I51556381"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nipun Batra","raw_affiliation_strings":["University of Virginia"],"affiliations":[{"raw_affiliation_string":"University of Virginia","institution_ids":["https://openalex.org/I51556381"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028236116","display_name":"Pushpendra Singh","orcid":"https://orcid.org/0000-0002-7277-115X"},"institutions":[{"id":"https://openalex.org/I68891433","display_name":"Indian Institute of Technology Delhi","ror":"https://ror.org/049tgcd06","country_code":"IN","type":"education","lineage":["https://openalex.org/I68891433"]},{"id":"https://openalex.org/I119939252","display_name":"Indraprastha Institute of Information Technology Delhi","ror":"https://ror.org/03vfp4g33","country_code":"IN","type":"education","lineage":["https://openalex.org/I119939252"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pushpendra Singh","raw_affiliation_strings":["IIIT Delhi, India"],"affiliations":[{"raw_affiliation_string":"IIIT Delhi, India","institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5111411021"],"corresponding_institution_ids":["https://openalex.org/I119939252","https://openalex.org/I68891433"],"apc_list":null,"apc_paid":null,"fwci":1.545,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.84337997,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"33","last_page":"42"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9994999766349792,"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":0.9994999766349792,"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":0.9990000128746033,"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":0.9970999956130981,"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/leverage","display_name":"Leverage (statistics)","score":0.7753961086273193},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.68714839220047},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.6660686731338501},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6476924419403076},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6281087398529053},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.5206474661827087},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.49841976165771484},{"id":"https://openalex.org/keywords/baseline","display_name":"Baseline (sea)","score":0.4652577042579651},{"id":"https://openalex.org/keywords/power-consumption","display_name":"Power consumption","score":0.4362582266330719},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.37941229343414307},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3724864721298218},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.26612532138824463},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.20957016944885254},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1701067090034485},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.11974406242370605},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.11779037117958069},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.09994745254516602}],"concepts":[{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.7753961086273193},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.68714839220047},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.6660686731338501},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6476924419403076},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6281087398529053},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.5206474661827087},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.49841976165771484},{"id":"https://openalex.org/C12725497","wikidata":"https://www.wikidata.org/wiki/Q810247","display_name":"Baseline (sea)","level":2,"score":0.4652577042579651},{"id":"https://openalex.org/C2984118289","wikidata":"https://www.wikidata.org/wiki/Q29954","display_name":"Power consumption","level":3,"score":0.4362582266330719},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.37941229343414307},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3724864721298218},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.26612532138824463},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.20957016944885254},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1701067090034485},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.11974406242370605},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.11779037117958069},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.09994745254516602},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C111368507","wikidata":"https://www.wikidata.org/wiki/Q43518","display_name":"Oceanography","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3276774.3276797","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3276774.3276797","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th Conference on Systems for Built Environments","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/7","score":0.9100000262260437,"display_name":"Affordable and clean energy"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321390","display_name":"Fonds De La Recherche Scientifique - FNRS","ror":"https://ror.org/03q83t159"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W429766147","https://openalex.org/W1442292319","https://openalex.org/W1751646378","https://openalex.org/W1969456163","https://openalex.org/W1980244409","https://openalex.org/W1983446105","https://openalex.org/W1985290489","https://openalex.org/W1985328975","https://openalex.org/W1994687127","https://openalex.org/W2007448446","https://openalex.org/W2024898022","https://openalex.org/W2043279449","https://openalex.org/W2057659149","https://openalex.org/W2077549022","https://openalex.org/W2078549308","https://openalex.org/W2089662726","https://openalex.org/W2097481773","https://openalex.org/W2103226621","https://openalex.org/W2107659291","https://openalex.org/W2123910460","https://openalex.org/W2127001520","https://openalex.org/W2155556726","https://openalex.org/W2165444651","https://openalex.org/W2166313543","https://openalex.org/W2167152259","https://openalex.org/W2289761462","https://openalex.org/W2294864664","https://openalex.org/W2296441075","https://openalex.org/W2418133265","https://openalex.org/W2441637002","https://openalex.org/W2510941548","https://openalex.org/W2559280146","https://openalex.org/W4239740050","https://openalex.org/W6637812349"],"related_works":["https://openalex.org/W2806741695","https://openalex.org/W3210364259","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W2143820878","https://openalex.org/W2912112202","https://openalex.org/W2667207928","https://openalex.org/W4300558037","https://openalex.org/W4377864969"],"abstract_inverted_index":{"Buildings":[0],"across":[1],"the":[2,8,50,53,65,68,71,88,106,113,175],"world":[3],"contribute":[4],"about":[5],"one-third":[6],"of":[7,30,57,70,91,162],"total":[9],"energy":[10,17,31,89,96,108,133,172],"consumption.":[11,115],"Studies":[12],"report":[13,64],"that":[14,82],"anomalies":[15,148],"in":[16,32,146],"consumption":[18,90,109],"caused":[19],"by":[20,121],"faults":[21],"and":[22,63,98,101,138],"abnormal":[23],"appliance":[24,51,124,159],"usage":[25],"waste":[26],"up":[27],"to":[28,40,141,151],"20%":[29],"buildings.":[33],"Recent":[34],"works":[35,46,59],"leverage":[36],"smart":[37],"meter":[38],"data":[39,97],"find":[41],"such":[42,45],"anomalies;":[43],"however,":[44],"do":[47],"not":[48,61],"identify":[49],"causing":[52],"anomaly.":[54],"Moreover,":[55],"most":[56],"these":[58,84],"are":[60],"real-time":[62],"anomaly":[66,104,170],"at":[67],"end":[69],"day.":[72],"In":[73,164],"this":[74],"paper,":[75],"we":[76,166],"propose":[77],"a":[78,92],"technique":[79],"named":[80],"Rimor":[81,86,156],"addresses":[83],"limitations.":[85],"predicts":[87],"home":[93],"using":[94,122],"historical":[95],"contextual":[99],"information":[100],"flags":[102],"an":[103,158,169],"when":[105],"actual":[107],"deviates":[110],"significantly":[111],"from":[112],"predicted":[114],"Further,":[116],"it":[117,129,140],"identifies":[118],"anomalous":[119],"appliance(s)":[120],"easy-to-collect":[123],"power":[125],"ratings.":[126],"We":[127],"evaluated":[128],"on":[130],"four":[131,152],"real-world":[132],"datasets":[134],"containing":[135],"51":[136],"homes":[137],"found":[139],"be":[142],"15%":[143],"more":[144],"accurate":[145],"detecting":[147],"as":[149],"compared":[150],"other":[153],"baseline":[154],"approaches.":[155],"reports":[157],"identification":[160],"accuracy":[161],"82%.":[163],"addition,":[165],"also":[167],"release":[168],"annotated":[171],"dataset":[173],"for":[174],"research":[176],"community.":[177]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":4},{"year":2020,"cited_by_count":5},{"year":2019,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
