{"id":"https://openalex.org/W1870183092","doi":"https://doi.org/10.1007/978-3-642-31488-9_5","title":"Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry","display_name":"Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry","publication_year":2012,"publication_date":"2012-01-01","ids":{"openalex":"https://openalex.org/W1870183092","doi":"https://doi.org/10.1007/978-3-642-31488-9_5","mag":"1870183092"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-31488-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-31488-9_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"conference-paper","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/A5100332465","display_name":"Hongyan Liu","orcid":"https://orcid.org/0000-0002-4902-1078"},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Hongyan Liu","raw_affiliation_strings":["Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104265385","display_name":"Zhiyuan Yao","orcid":null},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Zhiyuan Yao","raw_affiliation_strings":["Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5004902352","display_name":"Tomas Eklund","orcid":null},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Tomas Eklund","raw_affiliation_strings":["Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#","institution_ids":["https://openalex.org/I183173800"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5111873004","display_name":"Barbro Back","orcid":null},"institutions":[{"id":"https://openalex.org/I130217899","display_name":"\u00c5bo Akademi University","ror":"https://ror.org/029pk6x14","country_code":"FI","type":"education","lineage":["https://openalex.org/I130217899"]},{"id":"https://openalex.org/I183173800","display_name":"Turku Centre for Computer Science","ror":"https://ror.org/00vy7ed73","country_code":"FI","type":"facility","lineage":["https://openalex.org/I130217899","https://openalex.org/I155660961","https://openalex.org/I183173800"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Barbro Back","raw_affiliation_strings":["Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland","institution_ids":["https://openalex.org/I130217899","https://openalex.org/I183173800"]},{"raw_affiliation_string":"Department of Information Technologies, Turku Centre for Computer Science, \u00c5bo Akademi University, Turku, Finland#TAB#","institution_ids":["https://openalex.org/I183173800"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.732,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.66144244,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"52","last_page":"66"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9980000257492065,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10799","display_name":"Data Visualization and Analytics","score":0.9945999979972839,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9642999768257141,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electricity","display_name":"Electricity","score":0.8244856595993042},{"id":"https://openalex.org/keywords/profiling","display_name":"Profiling (computer programming)","score":0.7342817783355713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7112663984298706},{"id":"https://openalex.org/keywords/software-deployment","display_name":"Software deployment","score":0.6997866034507751},{"id":"https://openalex.org/keywords/energy-consumption","display_name":"Energy consumption","score":0.502044677734375},{"id":"https://openalex.org/keywords/consumption","display_name":"Consumption (sociology)","score":0.49413827061653137},{"id":"https://openalex.org/keywords/demand-response","display_name":"Demand response","score":0.4340587854385376},{"id":"https://openalex.org/keywords/electricity-retailing","display_name":"Electricity retailing","score":0.4230138659477234},{"id":"https://openalex.org/keywords/environmental-economics","display_name":"Environmental economics","score":0.3993307054042816},{"id":"https://openalex.org/keywords/electricity-market","display_name":"Electricity market","score":0.39497214555740356},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.3654232919216156},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.35800930857658386},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35185807943344116},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.08168551325798035}],"concepts":[{"id":"https://openalex.org/C206658404","wikidata":"https://www.wikidata.org/wiki/Q12725","display_name":"Electricity","level":2,"score":0.8244856595993042},{"id":"https://openalex.org/C187191949","wikidata":"https://www.wikidata.org/wiki/Q1138496","display_name":"Profiling (computer programming)","level":2,"score":0.7342817783355713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7112663984298706},{"id":"https://openalex.org/C105339364","wikidata":"https://www.wikidata.org/wiki/Q2297740","display_name":"Software deployment","level":2,"score":0.6997866034507751},{"id":"https://openalex.org/C2780165032","wikidata":"https://www.wikidata.org/wiki/Q16869822","display_name":"Energy consumption","level":2,"score":0.502044677734375},{"id":"https://openalex.org/C30772137","wikidata":"https://www.wikidata.org/wiki/Q5164762","display_name":"Consumption (sociology)","level":2,"score":0.49413827061653137},{"id":"https://openalex.org/C2779438525","wikidata":"https://www.wikidata.org/wiki/Q5255048","display_name":"Demand response","level":3,"score":0.4340587854385376},{"id":"https://openalex.org/C57101690","wikidata":"https://www.wikidata.org/wiki/Q2356921","display_name":"Electricity retailing","level":4,"score":0.4230138659477234},{"id":"https://openalex.org/C134560507","wikidata":"https://www.wikidata.org/wiki/Q753291","display_name":"Environmental economics","level":1,"score":0.3993307054042816},{"id":"https://openalex.org/C146733006","wikidata":"https://www.wikidata.org/wiki/Q676081","display_name":"Electricity market","level":3,"score":0.39497214555740356},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.3654232919216156},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.35800930857658386},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35185807943344116},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.08168551325798035},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-642-31488-9_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-31488-9_5","pdf_url":null,"source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},{"id":"pmh:oai:pure.atira.dk:publications/4fcd67a1-3f70-479d-af88-65125b3f428f","is_oa":false,"landing_page_url":"https://research.abo.fi/en/publications/4fcd67a1-3f70-479d-af88-65125b3f428f","pdf_url":null,"source":{"id":"https://openalex.org/S4406923060","display_name":"\u00c5bo Akademi University Research Portal","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Liu, H, Yao, Z, Eklund, T & Back, B 2012, Electricity Consumption Time Series Profiling: A Data Mining Application in Energy Industry. in P Perner (ed.), Advances in Data Mining: Applications and Theoretical Aspects. Springer, pp. \u2013, conference, 01/01/12.","raw_type":"info:eu-repo/semantics/conferenceObject"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.5699999928474426,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W179104928","https://openalex.org/W1249474216","https://openalex.org/W1482753234","https://openalex.org/W1497366301","https://openalex.org/W1503025338","https://openalex.org/W1532221965","https://openalex.org/W1554663460","https://openalex.org/W1570131942","https://openalex.org/W1598201578","https://openalex.org/W1600704669","https://openalex.org/W1679913846","https://openalex.org/W1753408070","https://openalex.org/W1946508598","https://openalex.org/W1977117746","https://openalex.org/W2016381774","https://openalex.org/W2039958785","https://openalex.org/W2088055268","https://openalex.org/W2110802877","https://openalex.org/W2112878746","https://openalex.org/W2121364101","https://openalex.org/W2126308807","https://openalex.org/W2135368631","https://openalex.org/W2140190241","https://openalex.org/W2156088636","https://openalex.org/W2166068205","https://openalex.org/W2171197832","https://openalex.org/W2303394219","https://openalex.org/W2410516313","https://openalex.org/W2485189944","https://openalex.org/W2488565713","https://openalex.org/W4237222446","https://openalex.org/W4245176872","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W4385343797","https://openalex.org/W2518703924","https://openalex.org/W2383435403","https://openalex.org/W2378481139","https://openalex.org/W2524312265","https://openalex.org/W2348317328","https://openalex.org/W2240974977","https://openalex.org/W3121454543","https://openalex.org/W1012893270","https://openalex.org/W2376032710"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2021,"cited_by_count":2},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":1},{"year":2015,"cited_by_count":1},{"year":2014,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}