{"id":"https://openalex.org/W4392981719","doi":"https://doi.org/10.1109/icaiic60209.2024.10463407","title":"LSTM Based Analysis of Sequential Usage Pattern for Electrical Appliance","display_name":"LSTM Based Analysis of Sequential Usage Pattern for Electrical Appliance","publication_year":2024,"publication_date":"2024-02-19","ids":{"openalex":"https://openalex.org/W4392981719","doi":"https://doi.org/10.1109/icaiic60209.2024.10463407"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"article","type_crossref":"proceedings-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/A5112399996","display_name":"Joa Hyoung Lee","orcid":null},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Joa Hyoung Lee","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022036011","display_name":"Yoonmee Doh","orcid":"https://orcid.org/0009-0004-1679-0331"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"YoonMee Doh","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020403419","display_name":"Taewook Heo","orcid":"https://orcid.org/0000-0002-2515-6664"},"institutions":[{"id":"https://openalex.org/I142401562","display_name":"Electronics and Telecommunications Research Institute","ror":"https://ror.org/03ysstz10","country_code":"KR","type":"facility","lineage":["https://openalex.org/I142401562"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Tae-Wook Heo","raw_affiliation_strings":["Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Electronics and Telecommunications Research Institute, Daejeon, Republic of Korea","institution_ids":["https://openalex.org/I142401562"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":0,"max":82},"biblio":{"volume":null,"issue":null,"first_page":"112","last_page":"116"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.5689,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.5689,"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":[],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6948103},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35666984}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1109/icaiic60209.2024.10463407","pdf_url":null,"source":null,"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[],"grants":[],"datasets":[],"versions":[],"referenced_works_count":13,"referenced_works":["https://openalex.org/W1567888612","https://openalex.org/W1985144619","https://openalex.org/W2013946069","https://openalex.org/W2020116680","https://openalex.org/W2064675550","https://openalex.org/W2103599714","https://openalex.org/W2263909456","https://openalex.org/W2582980573","https://openalex.org/W2611548807","https://openalex.org/W2762503529","https://openalex.org/W2784245036","https://openalex.org/W2799989333","https://openalex.org/W3102977103"],"related_works":["https://openalex.org/W4391913857","https://openalex.org/W2748952813","https://openalex.org/W2530322880","https://openalex.org/W2478288626","https://openalex.org/W2390279801","https://openalex.org/W2382290278","https://openalex.org/W2376932109","https://openalex.org/W2358668433","https://openalex.org/W2350741829","https://openalex.org/W2001405890"],"abstract_inverted_index":{"Electrical":[0],"appliances":[1,27,64],"used":[2,7,19,28,49,67,110],"at":[3],"home":[4,24,63,126],"are":[5,11,17,66],"sometimes":[6],"independently,":[8],"but":[9],"there":[10],"also":[12],"many":[13],"cases":[14],"where":[15],"they":[16],"sequentially":[18,29,68],"in":[20,69,135,147],"connection":[21],"with":[22,130,150],"other":[23],"appliances.":[25],"Home":[26],"and":[30,41],"continuously":[31],"have":[32],"a":[33,37,43,56,74,92,113],"characteristic":[34,85],"that":[35,65],"consumes":[36],"lot":[38],"of":[39,76,86,133],"energy":[40],"takes":[42],"long":[44,93],"time":[45],"compared":[46],"to":[47,58,103,121],"devices":[48],"alone.":[50],"In":[51],"this":[52],"paper,":[53],"we":[54,119,141],"seek":[55],"way":[57],"find":[59],"the":[60,81,84,88,97,105,108,123,131,139,143,148,151],"correlation":[61,106,124],"between":[62,107,125],"succession":[70],"by":[71,95,111],"using":[72],"LSTM,":[73],"kind":[75],"machine":[77],"learning":[78],"technique.":[79],"Since":[80],"LSTM":[82,152],"has":[83],"maintaining":[87],"past":[89],"value":[90],"for":[91],"period":[94],"transferring":[96],"cell":[98],"value,":[99],"it":[100],"is":[101],"possible":[102],"determine":[104],"data":[109],"providing":[112],"certain":[114],"interval.":[115],"Using":[116],"these":[117],"characteristics,":[118],"tried":[120],"analyze":[122],"appliances,":[127],"which":[128],"correlates":[129],"order":[132],"use":[134],"time.":[136],"To":[137],"verify":[138],"method,":[140],"analyzed":[142],"electric":[144],"usage":[145],"record":[146],"UK":[149],"algorithm.":[153]},"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4392981719","counts_by_year":[],"updated_date":"2025-01-22T06:41:26.812409","created_date":"2024-03-21"}