{"id":"https://openalex.org/W4285066165","doi":"https://doi.org/10.1007/978-3-031-08333-4_27","title":"Efficient Large-Scale Machine Learning Techniques for Rapid Motif Discovery in Energy Data Streams","display_name":"Efficient Large-Scale Machine Learning Techniques for Rapid Motif Discovery in Energy Data Streams","publication_year":2022,"publication_date":"2022-01-01","ids":{"openalex":"https://openalex.org/W4285066165","doi":"https://doi.org/10.1007/978-3-031-08333-4_27"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-08333-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08333-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://inria.hal.science/hal-04317195","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5038635595","display_name":"Kalliopi Klelia Lykothanasi","orcid":null},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]},{"id":"https://openalex.org/I99464096","display_name":"KU Leuven","ror":"https://ror.org/05f950310","country_code":"BE","type":"education","lineage":["https://openalex.org/I99464096"]}],"countries":["BE","GR"],"is_corresponding":true,"raw_author_name":"K. K. Lykothanasi","raw_affiliation_strings":["Computer Engineering and Informatics Department, University of Patras, Patras, Greece","Department of Computer Science, KU Leuven, Leuven, Belgium","KU Leuven - CS - Department of Computer Science (Departement Computerwetenschappen\r\nCelestijnenlaan 200A B-3001 Leuven - Belgium)","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Computer Science, KU Leuven, Leuven, Belgium","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"KU Leuven - CS - Department of Computer Science (Departement Computerwetenschappen\r\nCelestijnenlaan 200A B-3001 Leuven - Belgium)","institution_ids":["https://openalex.org/I99464096"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065914489","display_name":"Spyros Sioutas","orcid":"https://orcid.org/0000-0003-1825-5565"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"S. Sioutas","raw_affiliation_strings":["Computer Engineering and Informatics Department, University of Patras, Patras, Greece","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":"https://orcid.org/0000-0003-1825-5565","affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5086706681","display_name":"Kostas Tsichlas","orcid":"https://orcid.org/0000-0003-4107-9520"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"K. Tsichlas","raw_affiliation_strings":["Computer Engineering and Informatics Department, University of Patras, Patras, Greece","Department of Computer Engineering and Informatics [Patras] (Greece)"],"raw_orcid":"https://orcid.org/0000-0003-4107-9520","affiliations":[{"raw_affiliation_string":"Computer Engineering and Informatics Department, University of Patras, Patras, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"Department of Computer Engineering and Informatics [Patras] (Greece)","institution_ids":["https://openalex.org/I174878644"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5038635595"],"corresponding_institution_ids":["https://openalex.org/I174878644","https://openalex.org/I99464096"],"apc_list":null,"apc_paid":null,"fwci":0.4038,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51042753,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":"331","last_page":"342"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987000226974487,"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":0.9987000226974487,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.9961000084877014,"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/T13083","display_name":"Advanced Text Analysis Techniques","score":0.9940000176429749,"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/streams","display_name":"STREAMS","score":0.695472002029419},{"id":"https://openalex.org/keywords/motif","display_name":"Motif (music)","score":0.6733691692352295},{"id":"https://openalex.org/keywords/data-stream-mining","display_name":"Data stream mining","score":0.5037991404533386},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5020723342895508},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42747095227241516},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.41690075397491455},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3246461749076843},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.28018051385879517},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.17607933282852173},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1641908586025238},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.11066296696662903},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.0887620747089386}],"concepts":[{"id":"https://openalex.org/C42090638","wikidata":"https://www.wikidata.org/wiki/Q4048907","display_name":"STREAMS","level":2,"score":0.695472002029419},{"id":"https://openalex.org/C32276052","wikidata":"https://www.wikidata.org/wiki/Q908349","display_name":"Motif (music)","level":2,"score":0.6733691692352295},{"id":"https://openalex.org/C89198739","wikidata":"https://www.wikidata.org/wiki/Q3079880","display_name":"Data stream mining","level":2,"score":0.5037991404533386},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5020723342895508},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42747095227241516},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.41690075397491455},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3246461749076843},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.28018051385879517},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.17607933282852173},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1641908586025238},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.11066296696662903},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0887620747089386},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/978-3-031-08333-4_27","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-08333-4_27","pdf_url":null,"source":{"id":"https://openalex.org/S4210185096","display_name":"IFIP advances in information and communication technology","issn_l":"1868-422X","issn":["1868-422X","1868-4238"],"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":"IFIP Advances in Information and Communication Technology","raw_type":"book-chapter"},{"id":"pmh:oai:HAL:hal-04317195v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04317195","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2022, Hersonissos, Greece. pp.331-342, &#x27E8;10.1007/978-3-031-08333-4_27&#x27E9;","raw_type":"Conference papers"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04317195v1","is_oa":true,"landing_page_url":"https://inria.hal.science/hal-04317195","pdf_url":null,"source":{"id":"https://openalex.org/S4406922461","display_name":"SPIRE - Sciences Po Institutional REpository","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"18th IFIP International Conference on Artificial Intelligence Applications and Innovations (AIAI), Jun 2022, Hersonissos, Greece. pp.331-342, &#x27E8;10.1007/978-3-031-08333-4_27&#x27E9;","raw_type":"Conference papers"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","score":0.8500000238418579,"id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":20,"referenced_works":["https://openalex.org/W168840469","https://openalex.org/W1479651931","https://openalex.org/W1996944908","https://openalex.org/W2086052667","https://openalex.org/W2097481773","https://openalex.org/W2101926813","https://openalex.org/W2122538988","https://openalex.org/W2123910460","https://openalex.org/W2157331557","https://openalex.org/W2344234701","https://openalex.org/W2465358378","https://openalex.org/W2565341511","https://openalex.org/W2943271466","https://openalex.org/W2980112973","https://openalex.org/W3097951970","https://openalex.org/W3099873379","https://openalex.org/W3102977103","https://openalex.org/W4212781518","https://openalex.org/W4251880332","https://openalex.org/W6682889407"],"related_works":["https://openalex.org/W3170299350","https://openalex.org/W2010317732","https://openalex.org/W2368410102","https://openalex.org/W2368037387","https://openalex.org/W2061705145","https://openalex.org/W193205649","https://openalex.org/W190186656","https://openalex.org/W2377079823","https://openalex.org/W2902352756","https://openalex.org/W4293083682"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
