{"id":"https://openalex.org/W2289979157","doi":"https://doi.org/10.1007/978-3-319-29009-6_6","title":"A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series","display_name":"A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series","publication_year":2016,"publication_date":"2016-01-01","ids":{"openalex":"https://openalex.org/W2289979157","doi":"https://doi.org/10.1007/978-3-319-29009-6_6","mag":"2289979157"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-29009-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-29009-6_6","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":"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/A5037889355","display_name":"Rachel Cardell\u2010Oliver","orcid":"https://orcid.org/0000-0003-0590-1003"},"institutions":[{"id":"https://openalex.org/I4210158937","display_name":"Cooperative Research Centre for Water Sensitive Cities","ror":"https://ror.org/04p7aq350","country_code":"AU","type":"nonprofit","lineage":["https://openalex.org/I4210158937"]},{"id":"https://openalex.org/I177877127","display_name":"University of Western Australia","ror":"https://ror.org/047272k79","country_code":"AU","type":"education","lineage":["https://openalex.org/I177877127"]}],"countries":["AU"],"is_corresponding":true,"raw_author_name":"Rachel Cardell-Oliver","raw_affiliation_strings":["CRC for Water Sensitive Cities, PO Box 8000, Clayton, VIC, 3800, Australia","The University of Western Australia, 35 Stirling Highway, Crawley, 6009, Australia"],"affiliations":[{"raw_affiliation_string":"CRC for Water Sensitive Cities, PO Box 8000, Clayton, VIC, 3800, Australia","institution_ids":["https://openalex.org/I4210158937"]},{"raw_affiliation_string":"The University of Western Australia, 35 Stirling Highway, Crawley, 6009, Australia","institution_ids":["https://openalex.org/I177877127"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037889355"],"corresponding_institution_ids":["https://openalex.org/I177877127","https://openalex.org/I4210158937"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.6773,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.64971869,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"109","last_page":"127"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9958000183105469,"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"}},"topics":[{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9958000183105469,"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"}},{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9925000071525574,"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/T10538","display_name":"Data Mining Algorithms and Applications","score":0.9797000288963318,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/habit","display_name":"Habit","score":0.8289294838905334},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7526394724845886},{"id":"https://openalex.org/keywords/smart-meter","display_name":"Smart meter","score":0.670493483543396},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5928571820259094},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5730228424072266},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5523645281791687},{"id":"https://openalex.org/keywords/imperfect","display_name":"Imperfect","score":0.5107755661010742},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.47558748722076416},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4629690647125244},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4383998513221741},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.35081547498703003},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3424323797225952},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.1845763921737671},{"id":"https://openalex.org/keywords/smart-grid","display_name":"Smart grid","score":0.1627652645111084},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.14946189522743225},{"id":"https://openalex.org/keywords/ecology","display_name":"Ecology","score":0.08857503533363342},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.06970122456550598}],"concepts":[{"id":"https://openalex.org/C44670240","wikidata":"https://www.wikidata.org/wiki/Q1299714","display_name":"Habit","level":2,"score":0.8289294838905334},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7526394724845886},{"id":"https://openalex.org/C2779510800","wikidata":"https://www.wikidata.org/wiki/Q1630602","display_name":"Smart meter","level":3,"score":0.670493483543396},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5928571820259094},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5730228424072266},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5523645281791687},{"id":"https://openalex.org/C2780310539","wikidata":"https://www.wikidata.org/wiki/Q12547192","display_name":"Imperfect","level":2,"score":0.5107755661010742},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.47558748722076416},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4629690647125244},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4383998513221741},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.35081547498703003},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3424323797225952},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.1845763921737671},{"id":"https://openalex.org/C10558101","wikidata":"https://www.wikidata.org/wiki/Q689855","display_name":"Smart grid","level":2,"score":0.1627652645111084},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.14946189522743225},{"id":"https://openalex.org/C18903297","wikidata":"https://www.wikidata.org/wiki/Q7150","display_name":"Ecology","level":1,"score":0.08857503533363342},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.06970122456550598},{"id":"https://openalex.org/C542102704","wikidata":"https://www.wikidata.org/wiki/Q183257","display_name":"Psychotherapist","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-29009-6_6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-29009-6_6","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/dbfe8335-d06c-446f-9919-6590737621ca","is_oa":false,"landing_page_url":"https://research-repository.uwa.edu.au/en/publications/dbfe8335-d06c-446f-9919-6590737621ca","pdf_url":null,"source":{"id":"https://openalex.org/S4306402523","display_name":"UWA Profiles and Research Repository (University of Western Australia)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I177877127","host_organization_name":"The University of Western Australia","host_organization_lineage":["https://openalex.org/I177877127"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Cardell-Oliver, R 2016, A Habit Detection Algorithm (HDA) for Discovering Recurrent Patterns in Smart Meter Time Series. in F Janssen, A Chin, M Atzmueller, C Trattner & I Schweizer (eds), Big Data Analytics in the Social and Ubiquitous Context . vol. 9546, Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 9546, Springer, pp. 109-127, 5th International Workshop on Mining Ubiquitous and Social Environments, Nancy, France, 15/09/14. https://doi.org/10.1007/978-3-319-29009-6_6","raw_type":"info:eu-repo/semantics/publishedVersion"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Clean water and sanitation","id":"https://metadata.un.org/sdg/6"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1743874202","https://openalex.org/W1834430000","https://openalex.org/W1979501405","https://openalex.org/W2001829816","https://openalex.org/W2014272633","https://openalex.org/W2042443642","https://openalex.org/W2050503729","https://openalex.org/W2059504991","https://openalex.org/W2064298656","https://openalex.org/W2071893286","https://openalex.org/W2077147343","https://openalex.org/W2088948548","https://openalex.org/W2090035858","https://openalex.org/W2093828155","https://openalex.org/W2106197367","https://openalex.org/W2110893883","https://openalex.org/W2126310301","https://openalex.org/W2144267426","https://openalex.org/W2167611291","https://openalex.org/W2169055640","https://openalex.org/W2394720670","https://openalex.org/W2722650508","https://openalex.org/W6631626397"],"related_works":["https://openalex.org/W2153247772","https://openalex.org/W2374250903","https://openalex.org/W1518397275","https://openalex.org/W2383028537","https://openalex.org/W2322283734","https://openalex.org/W4253829109","https://openalex.org/W2489595710","https://openalex.org/W4200424786","https://openalex.org/W2298012584","https://openalex.org/W2395870155"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2016,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}