{"id":"https://openalex.org/W4285288852","doi":"https://doi.org/10.1007/978-3-031-07969-6_14","title":"Detection of\u00a0Appliance-Level Abnormal Energy Consumption in\u00a0Buildings Using Autoencoders and\u00a0Micro-moments","display_name":"Detection of\u00a0Appliance-Level Abnormal Energy Consumption in\u00a0Buildings Using Autoencoders and\u00a0Micro-moments","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285288852","doi":"https://doi.org/10.1007/978-3-031-07969-6_14"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-07969-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07969-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},"type":"book-chapter","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/A5037331113","display_name":"Yassine Himeur","orcid":"https://orcid.org/0000-0001-8904-5587"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":true,"raw_author_name":"Yassine Himeur","raw_affiliation_strings":["Department of Electrical Engineering, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-8904-5587","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019551063","display_name":"Abdullah Alsalemi","orcid":"https://orcid.org/0000-0001-7574-4766"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Abdullah Alsalemi","raw_affiliation_strings":["Department of Electrical Engineering, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0001-7574-4766","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041045029","display_name":"Fay\u00e7al Bensaali","orcid":"https://orcid.org/0000-0002-9273-4735"},"institutions":[{"id":"https://openalex.org/I60342839","display_name":"Qatar University","ror":"https://ror.org/00yhnba62","country_code":"QA","type":"education","lineage":["https://openalex.org/I60342839"]}],"countries":["QA"],"is_corresponding":false,"raw_author_name":"Faycal Bensaali","raw_affiliation_strings":["Department of Electrical Engineering, Qatar University, Doha, Qatar"],"raw_orcid":"https://orcid.org/0000-0002-9273-4735","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, Qatar University, Doha, Qatar","institution_ids":["https://openalex.org/I60342839"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5042805664","display_name":"Abbes Amira","orcid":"https://orcid.org/0000-0003-1652-0492"},"institutions":[{"id":"https://openalex.org/I29891158","display_name":"University of Sharjah","ror":"https://ror.org/00engpz63","country_code":"AE","type":"education","lineage":["https://openalex.org/I29891158"]},{"id":"https://openalex.org/I66943878","display_name":"De Montfort University","ror":"https://ror.org/0312pnr83","country_code":"GB","type":"education","lineage":["https://openalex.org/I66943878"]}],"countries":["AE","GB"],"is_corresponding":false,"raw_author_name":"Abbes Amira","raw_affiliation_strings":["Department of Computer Science, University of Sharjah, Sharjah, UAE","Institute of Artificial Intelligence, De Montfort University, Leicester, UK"],"raw_orcid":"https://orcid.org/0000-0003-1652-0492","affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sharjah, Sharjah, UAE","institution_ids":["https://openalex.org/I29891158"]},{"raw_affiliation_string":"Institute of Artificial Intelligence, De Montfort University, Leicester, UK","institution_ids":["https://openalex.org/I66943878"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5037331113"],"corresponding_institution_ids":["https://openalex.org/I60342839"],"apc_list":null,"apc_paid":null,"fwci":12.8213,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.99295659,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"179","last_page":"193"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9984999895095825,"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":0.9984999895095825,"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":0.991599977016449,"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/T12256","display_name":"Facilities and Workplace Management","score":0.9731000065803528,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.8263386487960815},{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.800431489944458},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.6789623498916626},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6191115379333496},{"id":"https://openalex.org/keywords/moment","display_name":"Moment (physics)","score":0.591799259185791},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.5400851964950562},{"id":"https://openalex.org/keywords/occupancy","display_name":"Occupancy","score":0.487102746963501},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3691631555557251},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3333315849304199},{"id":"https://openalex.org/keywords/simulation","display_name":"Simulation","score":0.32058048248291016},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.23713576793670654},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15521523356437683},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13272243738174438},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.13181447982788086},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.11788484454154968}],"concepts":[{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.8263386487960815},{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.800431489944458},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.6789623498916626},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6191115379333496},{"id":"https://openalex.org/C179254644","wikidata":"https://www.wikidata.org/wiki/Q13222844","display_name":"Moment (physics)","level":2,"score":0.591799259185791},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.5400851964950562},{"id":"https://openalex.org/C160331591","wikidata":"https://www.wikidata.org/wiki/Q7075743","display_name":"Occupancy","level":2,"score":0.487102746963501},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3691631555557251},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3333315849304199},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.32058048248291016},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.23713576793670654},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15521523356437683},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13272243738174438},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.13181447982788086},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.11788484454154968},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C74650414","wikidata":"https://www.wikidata.org/wiki/Q11397","display_name":"Classical mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-07969-6_14","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-07969-6_14","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3370","issn":["2367-3370","2367-3389"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Networks and Systems","raw_type":"book-chapter"},{"id":"pmh:oai:qspace.qu.edu.qa:10576/37791","is_oa":false,"landing_page_url":"http://hdl.handle.net/10576/37791","pdf_url":null,"source":{"id":"https://openalex.org/S4306400014","display_name":"Qatar University QSpace (Qatar University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I60342839","host_organization_name":"Qatar University","host_organization_lineage":["https://openalex.org/I60342839"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.9100000262260437,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W1996944908","https://openalex.org/W2047013296","https://openalex.org/W2594434602","https://openalex.org/W2785951003","https://openalex.org/W2794620754","https://openalex.org/W2838298349","https://openalex.org/W2893336254","https://openalex.org/W2906485820","https://openalex.org/W2909455612","https://openalex.org/W2910759469","https://openalex.org/W2912123998","https://openalex.org/W2944292282","https://openalex.org/W2944782759","https://openalex.org/W2969536608","https://openalex.org/W2989823323","https://openalex.org/W2999931171","https://openalex.org/W3008865430","https://openalex.org/W3017765730","https://openalex.org/W3024425417","https://openalex.org/W3026247650","https://openalex.org/W3032131436","https://openalex.org/W3034307843","https://openalex.org/W3040765297","https://openalex.org/W3042667087","https://openalex.org/W3043905300","https://openalex.org/W3045135015","https://openalex.org/W3047843128","https://openalex.org/W3080311721","https://openalex.org/W3082694226","https://openalex.org/W3083176882","https://openalex.org/W3087727806","https://openalex.org/W3089104421","https://openalex.org/W3089119339","https://openalex.org/W3090572119","https://openalex.org/W3091802529","https://openalex.org/W3094633002","https://openalex.org/W3098861818","https://openalex.org/W3100433322","https://openalex.org/W3102977103","https://openalex.org/W3107249503","https://openalex.org/W3113296354","https://openalex.org/W3115257368","https://openalex.org/W3119134918","https://openalex.org/W3130784299","https://openalex.org/W3133514897","https://openalex.org/W3133901892","https://openalex.org/W3187795279","https://openalex.org/W3194916711","https://openalex.org/W3199101631","https://openalex.org/W3204387975","https://openalex.org/W3215668494","https://openalex.org/W4200572702"],"related_works":["https://openalex.org/W4282043467","https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2105697914","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W2752972570","https://openalex.org/W3093197249","https://openalex.org/W4297051394","https://openalex.org/W2734887215"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}