{"id":"https://openalex.org/W2887417140","doi":"https://doi.org/10.1007/978-3-319-97982-3_23","title":"Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data","display_name":"Deep Online Hierarchical Unsupervised Learning for Pattern Mining from Utility Usage Data","publication_year":2018,"publication_date":"2018-08-10","ids":{"openalex":"https://openalex.org/W2887417140","doi":"https://doi.org/10.1007/978-3-319-97982-3_23","mag":"2887417140"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-97982-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-97982-3_23","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":true,"oa_status":"green","oa_url":"http://eprints.bournemouth.ac.uk/30874/1/UKCI18.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5103229131","display_name":"Saad Mohamad","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":true,"raw_author_name":"Saad Mohamad","raw_affiliation_strings":["Department of Computing, Bournemouth University, Poole, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020872541","display_name":"Damla Arifo\u011flu","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Damla Arifoglu","raw_affiliation_strings":["Department of Computing, Bournemouth University, Poole, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025609927","display_name":"C. Mansouri","orcid":null},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Chemseddine Mansouri","raw_affiliation_strings":["Department of Computing, Bournemouth University, Poole, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5063662012","display_name":"Abdelhamid Bouchachia","orcid":"https://orcid.org/0000-0002-1980-5517"},"institutions":[{"id":"https://openalex.org/I9300472","display_name":"Bournemouth University","ror":"https://ror.org/05wwcw481","country_code":"GB","type":"education","lineage":["https://openalex.org/I9300472"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Abdelhamid Bouchachia","raw_affiliation_strings":["Department of Computing, Bournemouth University, Poole, UK"],"affiliations":[{"raw_affiliation_string":"Department of Computing, Bournemouth University, Poole, UK","institution_ids":["https://openalex.org/I9300472"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5103229131"],"corresponding_institution_ids":["https://openalex.org/I9300472"],"apc_list":null,"apc_paid":null,"fwci":2.3677,"has_fulltext":true,"cited_by_count":3,"citation_normalized_percentile":{"value":0.88028943,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"276","last_page":"290"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9993000030517578,"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"}},{"id":"https://openalex.org/T12761","display_name":"Data Stream Mining Techniques","score":0.9959999918937683,"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/computer-science","display_name":"Computer science","score":0.7604884505271912},{"id":"https://openalex.org/keywords/deep-belief-network","display_name":"Deep belief network","score":0.7126038074493408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6457517147064209},{"id":"https://openalex.org/keywords/latent-dirichlet-allocation","display_name":"Latent Dirichlet allocation","score":0.6030290126800537},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.6019121408462524},{"id":"https://openalex.org/keywords/unsupervised-learning","display_name":"Unsupervised learning","score":0.5502340197563171},{"id":"https://openalex.org/keywords/raw-data","display_name":"Raw data","score":0.5290082097053528},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5184412002563477},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5135798454284668},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.493995726108551},{"id":"https://openalex.org/keywords/hierarchical-clustering","display_name":"Hierarchical clustering","score":0.4650505781173706},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4564942419528961},{"id":"https://openalex.org/keywords/dynamic-bayesian-network","display_name":"Dynamic Bayesian network","score":0.42942702770233154},{"id":"https://openalex.org/keywords/big-data","display_name":"Big data","score":0.4105730354785919},{"id":"https://openalex.org/keywords/topic-model","display_name":"Topic model","score":0.38386547565460205},{"id":"https://openalex.org/keywords/bayesian-probability","display_name":"Bayesian probability","score":0.3658168315887451}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7604884505271912},{"id":"https://openalex.org/C97385483","wikidata":"https://www.wikidata.org/wiki/Q16954980","display_name":"Deep belief network","level":3,"score":0.7126038074493408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6457517147064209},{"id":"https://openalex.org/C500882744","wikidata":"https://www.wikidata.org/wiki/Q269236","display_name":"Latent Dirichlet allocation","level":3,"score":0.6030290126800537},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.6019121408462524},{"id":"https://openalex.org/C8038995","wikidata":"https://www.wikidata.org/wiki/Q1152135","display_name":"Unsupervised learning","level":2,"score":0.5502340197563171},{"id":"https://openalex.org/C132964779","wikidata":"https://www.wikidata.org/wiki/Q2110223","display_name":"Raw data","level":2,"score":0.5290082097053528},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5184412002563477},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5135798454284668},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.493995726108551},{"id":"https://openalex.org/C92835128","wikidata":"https://www.wikidata.org/wiki/Q1277447","display_name":"Hierarchical clustering","level":3,"score":0.4650505781173706},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4564942419528961},{"id":"https://openalex.org/C82142266","wikidata":"https://www.wikidata.org/wiki/Q3456604","display_name":"Dynamic Bayesian network","level":3,"score":0.42942702770233154},{"id":"https://openalex.org/C75684735","wikidata":"https://www.wikidata.org/wiki/Q858810","display_name":"Big data","level":2,"score":0.4105730354785919},{"id":"https://openalex.org/C171686336","wikidata":"https://www.wikidata.org/wiki/Q3532085","display_name":"Topic model","level":2,"score":0.38386547565460205},{"id":"https://openalex.org/C107673813","wikidata":"https://www.wikidata.org/wiki/Q812534","display_name":"Bayesian probability","level":2,"score":0.3658168315887451},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-319-97982-3_23","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-97982-3_23","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"},{"id":"pmh:oai:eprints.bournemouth.ac.uk:30874","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.bournemouth.ac.uk/30874/1/UKCI18.pdf","source":{"id":"https://openalex.org/S4306400187","display_name":"Bournemouth University Research Online (Bournemouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9300472","host_organization_name":"Bournemouth University","host_organization_lineage":["https://openalex.org/I9300472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"}],"best_oa_location":{"id":"pmh:oai:eprints.bournemouth.ac.uk:30874","is_oa":true,"landing_page_url":null,"pdf_url":"http://eprints.bournemouth.ac.uk/30874/1/UKCI18.pdf","source":{"id":"https://openalex.org/S4306400187","display_name":"Bournemouth University Research Online (Bournemouth University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I9300472","host_organization_name":"Bournemouth University","host_organization_lineage":["https://openalex.org/I9300472"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference or Workshop Item"},"sustainable_development_goals":[{"score":0.9100000262260437,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W2887417140.pdf","grobid_xml":"https://content.openalex.org/works/W2887417140.grobid-xml"},"referenced_works_count":42,"referenced_works":["https://openalex.org/W69112019","https://openalex.org/W1479651931","https://openalex.org/W1584534630","https://openalex.org/W1726806267","https://openalex.org/W1880262756","https://openalex.org/W1981276685","https://openalex.org/W1994042232","https://openalex.org/W1994616650","https://openalex.org/W1996944908","https://openalex.org/W1997229236","https://openalex.org/W2016897865","https://openalex.org/W2023302299","https://openalex.org/W2025423356","https://openalex.org/W2064925916","https://openalex.org/W2072128103","https://openalex.org/W2086052667","https://openalex.org/W2106996050","https://openalex.org/W2123585936","https://openalex.org/W2123910460","https://openalex.org/W2131634249","https://openalex.org/W2132991226","https://openalex.org/W2136922672","https://openalex.org/W2151729265","https://openalex.org/W2153125595","https://openalex.org/W2164577899","https://openalex.org/W2165599843","https://openalex.org/W2166851633","https://openalex.org/W2167985623","https://openalex.org/W2255051834","https://openalex.org/W2317255732","https://openalex.org/W2418133265","https://openalex.org/W2533488116","https://openalex.org/W2765800996","https://openalex.org/W2919115771","https://openalex.org/W2921676705","https://openalex.org/W2950614003","https://openalex.org/W2963611890","https://openalex.org/W2981738470","https://openalex.org/W3099873379","https://openalex.org/W3102977103","https://openalex.org/W4213096653","https://openalex.org/W4231109964"],"related_works":["https://openalex.org/W2769501189","https://openalex.org/W4315588616","https://openalex.org/W4312773271","https://openalex.org/W2888805565","https://openalex.org/W2962686197","https://openalex.org/W2207653751","https://openalex.org/W3005513013","https://openalex.org/W2611137333","https://openalex.org/W4389543811","https://openalex.org/W4291700620"],"abstract_inverted_index":null,"counts_by_year":[{"year":2019,"cited_by_count":3}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}