{"id":"https://openalex.org/W4391326703","doi":"https://doi.org/10.1007/978-3-031-47715-7_32","title":"Home Appliance Demand Forecasting: A Comparative Approach Using Traditional and Machine Learning Algorithms","display_name":"Home Appliance Demand Forecasting: A Comparative Approach Using Traditional and Machine Learning Algorithms","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391326703","doi":"https://doi.org/10.1007/978-3-031-47715-7_32"},"language":"en","primary_location":{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47715-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319972"],"host_organization_lineage_names":["Springer Nature","Springer International Publishing"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false},"type":"book-chapter","type_crossref":"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/A5093814758","display_name":"Lissette Culcay","orcid":null},"institutions":[{"id":"https://openalex.org/I3132940433","display_name":"Politecnica Salesiana University","ror":"https://ror.org/00f11af73","country_code":"EC","type":"funder","lineage":["https://openalex.org/I3132940433"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Lissette Culcay","raw_affiliation_strings":["Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador","institution_ids":["https://openalex.org/I3132940433"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5093814759","display_name":"Fernanda Bustillos","orcid":null},"institutions":[{"id":"https://openalex.org/I3132940433","display_name":"Politecnica Salesiana University","ror":"https://ror.org/00f11af73","country_code":"EC","type":"funder","lineage":["https://openalex.org/I3132940433"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Fernanda Bustillos","raw_affiliation_strings":["Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador","institution_ids":["https://openalex.org/I3132940433"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085915947","display_name":"Diego Vallejo-Huanga","orcid":"https://orcid.org/0000-0002-2704-3858"},"institutions":[{"id":"https://openalex.org/I3132940433","display_name":"Politecnica Salesiana University","ror":"https://ror.org/00f11af73","country_code":"EC","type":"funder","lineage":["https://openalex.org/I3132940433"]}],"countries":["EC"],"is_corresponding":false,"raw_author_name":"Diego Vallejo-Huanga","raw_affiliation_strings":["Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador"],"affiliations":[{"raw_affiliation_string":"Universidad Polit\u00e9cnica Salesiana, Production and Industrial Operations, Quito, Ecuador","institution_ids":["https://openalex.org/I3132940433"]}]}],"institution_assertions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.022,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.926044,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":77,"max":88},"biblio":{"volume":null,"issue":null,"first_page":"457","last_page":"473"},"is_retracted":false,"is_paratext":false,"primary_topic":{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.997,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.997,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9516,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9346,"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":0.6783912},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.56116855},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5110837},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.48585555},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.38310903},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.18597087},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18193108}],"mesh":[],"locations_count":1,"locations":[{"is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-47715-7_32","pdf_url":null,"source":{"id":"https://openalex.org/S4210169156","display_name":"Lecture notes in networks and systems","issn_l":"2367-3389","issn":["2367-3389","2367-3370"],"is_oa":false,"is_in_doaj":false,"is_indexed_in_scopus":true,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319965","https://openalex.org/P4310319972"],"host_organization_lineage_names":["Springer Nature","Springer International Publishing"],"type":"book series"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":false}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.64,"display_name":"Decent work and economic growth","id":"https://metadata.un.org/sdg/8"}],"grants":[],"datasets":[],"versions":[],"referenced_works_count":15,"referenced_works":["https://openalex.org/W2602708847","https://openalex.org/W2794778778","https://openalex.org/W2899195838","https://openalex.org/W2905236982","https://openalex.org/W2917796705","https://openalex.org/W3014191625","https://openalex.org/W3096444967","https://openalex.org/W3109365691","https://openalex.org/W3110870618","https://openalex.org/W3127007725","https://openalex.org/W3127102517","https://openalex.org/W3130339971","https://openalex.org/W3141933820","https://openalex.org/W3188107912","https://openalex.org/W3190174790"],"related_works":["https://openalex.org/W4386462264","https://openalex.org/W4313488044","https://openalex.org/W4312192474","https://openalex.org/W4306674287","https://openalex.org/W4210805261","https://openalex.org/W3209574120","https://openalex.org/W3170094116","https://openalex.org/W3107602296","https://openalex.org/W3046775127","https://openalex.org/W2961085424"],"abstract_inverted_index":null,"abstract_inverted_index_v3":null,"cited_by_api_url":"https://api.openalex.org/works?filter=cites:W4391326703","counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-04-15T19:30:39.923842","created_date":"2024-01-30"}