{"id":"https://openalex.org/W2951955842","doi":"https://doi.org/10.1007/978-3-030-22354-0_46","title":"An Approximate Forecasting of Electricity Load and Price of a Smart Home Using Nearest Neighbor","display_name":"An Approximate Forecasting of Electricity Load and Price of a Smart Home Using Nearest Neighbor","publication_year":2019,"publication_date":"2019-06-20","ids":{"openalex":"https://openalex.org/W2951955842","doi":"https://doi.org/10.1007/978-3-030-22354-0_46","mag":"2951955842"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-030-22354-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22354-0_46","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","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/A5090753143","display_name":"Muhammad Nawaz","orcid":"https://orcid.org/0000-0002-8250-0724"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":true,"raw_author_name":"Muhammad Nawaz","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055380996","display_name":"Nadeem Javaid","orcid":"https://orcid.org/0000-0003-3777-8249"},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Nadeem Javaid","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007645563","display_name":"Fakhar Ullah Mangla","orcid":null},"institutions":[{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Fakhar Ullah Mangla","raw_affiliation_strings":["University of Sargodha, Sargodha, 40100, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Sargodha, Sargodha, 40100, Pakistan","institution_ids":["https://openalex.org/I160968435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091732106","display_name":"Maria Munir","orcid":"https://orcid.org/0009-0009-8403-7831"},"institutions":[{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Maria Munir","raw_affiliation_strings":["University of Sargodha, Sargodha, 40100, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Sargodha, Sargodha, 40100, Pakistan","institution_ids":["https://openalex.org/I160968435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072101805","display_name":"Farwa Ihsan","orcid":null},"institutions":[{"id":"https://openalex.org/I160968435","display_name":"University of Sargodha","ror":"https://ror.org/0086rpr26","country_code":"PK","type":"education","lineage":["https://openalex.org/I160968435"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Farwa Ihsan","raw_affiliation_strings":["University of Sargodha, Sargodha, 40100, Pakistan"],"affiliations":[{"raw_affiliation_string":"University of Sargodha, Sargodha, 40100, Pakistan","institution_ids":["https://openalex.org/I160968435"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044437776","display_name":"Atia Javaid","orcid":null},"institutions":[{"id":"https://openalex.org/I16076960","display_name":"COMSATS University Islamabad","ror":"https://ror.org/00nqqvk19","country_code":"PK","type":"education","lineage":["https://openalex.org/I16076960"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Atia Javaid","raw_affiliation_strings":["COMSATS University Islamabad, Islamabad, 44000, Pakistan"],"affiliations":[{"raw_affiliation_string":"COMSATS University Islamabad, Islamabad, 44000, Pakistan","institution_ids":["https://openalex.org/I16076960"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032041406","display_name":"Muhammad Asif","orcid":"https://orcid.org/0000-0001-6770-3884"},"institutions":[{"id":"https://openalex.org/I174731842","display_name":"Islamia University of Bahawalpur","ror":"https://ror.org/002rc4w13","country_code":"PK","type":"education","lineage":["https://openalex.org/I174731842"]}],"countries":["PK"],"is_corresponding":false,"raw_author_name":"Muhammad Asif","raw_affiliation_strings":["The Islamia University of Bahawalpur, Bahawalpur, 63100, Pakistan"],"affiliations":[{"raw_affiliation_string":"The Islamia University of Bahawalpur, Bahawalpur, 63100, Pakistan","institution_ids":["https://openalex.org/I174731842"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5090753143"],"corresponding_institution_ids":["https://openalex.org/I16076960"],"apc_list":null,"apc_paid":null,"fwci":5.9544,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.96421956,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"521","last_page":"533"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9053000211715698,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.9053000211715698,"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":[{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.6118087768554688},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.48256176710128784},{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.47044768929481506},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3083665668964386},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12774664163589478},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08579576015472412}],"concepts":[{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.6118087768554688},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.48256176710128784},{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.47044768929481506},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3083665668964386},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12774664163589478},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08579576015472412}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-030-22354-0_46","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-030-22354-0_46","pdf_url":null,"source":{"id":"https://openalex.org/S2764905038","display_name":"Advances in intelligent systems and computing","issn_l":"2194-5357","issn":["2194-5357","2194-5365"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Advances in Intelligent Systems and Computing","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W2342107842","https://openalex.org/W2402641134","https://openalex.org/W2482255915","https://openalex.org/W2552464054","https://openalex.org/W2597560131","https://openalex.org/W2599285715","https://openalex.org/W2729222988","https://openalex.org/W2739283086","https://openalex.org/W2743680082","https://openalex.org/W2747580724","https://openalex.org/W2750304600","https://openalex.org/W2784005192","https://openalex.org/W2789768939","https://openalex.org/W2793500626","https://openalex.org/W2807616400","https://openalex.org/W2809213424","https://openalex.org/W2897451807","https://openalex.org/W3124621140"],"related_works":["https://openalex.org/W3107474891","https://openalex.org/W2381935838","https://openalex.org/W2146076056","https://openalex.org/W2883887418","https://openalex.org/W2517004435","https://openalex.org/W2167440101","https://openalex.org/W3116896278","https://openalex.org/W1902766772","https://openalex.org/W2132784128","https://openalex.org/W4286960226"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}