{"id":"https://openalex.org/W2272092822","doi":"https://doi.org/10.1007/978-3-642-40728-4_5","title":"Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification","display_name":"Applying General-Purpose Data Reduction Techniques for Fast Time Series Classification","publication_year":2013,"publication_date":"2013-01-01","ids":{"openalex":"https://openalex.org/W2272092822","doi":"https://doi.org/10.1007/978-3-642-40728-4_5","mag":"2272092822"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-40728-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40728-4_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":"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/A5043003448","display_name":"Stefanos Ougiaroglou","orcid":"https://orcid.org/0000-0003-1094-2520"},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Stefanos Ougiaroglou","raw_affiliation_strings":["Department of Applied Informatics, University of Macedonia, 156 Egnatia St, GR-54006, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, 156 Egnatia St, GR-54006, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025885391","display_name":"Leonidas Karamitopoulos","orcid":"https://orcid.org/0000-0003-1030-676X"},"institutions":[{"id":"https://openalex.org/I77990126","display_name":"Alexander Technological Educational Institute of Thessaloniki","ror":"https://ror.org/04h36ea57","country_code":"GR","type":"education","lineage":["https://openalex.org/I77990126"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Leonidas Karamitopoulos","raw_affiliation_strings":["Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065248985","display_name":"Christos Tatoglou","orcid":null},"institutions":[{"id":"https://openalex.org/I77990126","display_name":"Alexander Technological Educational Institute of Thessaloniki","ror":"https://ror.org/04h36ea57","country_code":"GR","type":"education","lineage":["https://openalex.org/I77990126"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Christos Tatoglou","raw_affiliation_strings":["Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089769845","display_name":"Georgios Evangelidis","orcid":"https://orcid.org/0000-0003-1639-2152"},"institutions":[{"id":"https://openalex.org/I192756129","display_name":"University of Macedonia","ror":"https://ror.org/05fg6gr82","country_code":"GR","type":"education","lineage":["https://openalex.org/I192756129"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Georgios Evangelidis","raw_affiliation_strings":["Department of Applied Informatics, University of Macedonia, 156 Egnatia St, GR-54006, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Department of Applied Informatics, University of Macedonia, 156 Egnatia St, GR-54006, Thessaloniki, Greece","institution_ids":["https://openalex.org/I192756129"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5032970498","display_name":"Dimitris A. Dervos","orcid":"https://orcid.org/0000-0002-5441-0086"},"institutions":[{"id":"https://openalex.org/I77990126","display_name":"Alexander Technological Educational Institute of Thessaloniki","ror":"https://ror.org/04h36ea57","country_code":"GR","type":"education","lineage":["https://openalex.org/I77990126"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Dimitris A. Dervos","raw_affiliation_strings":["Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece"],"affiliations":[{"raw_affiliation_string":"Information Technology Department, Alexander TEI of Thessaloniki, GR-57400, Sindos, Thessaloniki, Greece","institution_ids":["https://openalex.org/I77990126"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5043003448"],"corresponding_institution_ids":["https://openalex.org/I192756129"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.25286104,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"34","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9997000098228455,"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":0.9997000098228455,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9908999800682068,"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/T12761","display_name":"Data Stream Mining Techniques","score":0.989799976348877,"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":0.8115619421005249},{"id":"https://openalex.org/keywords/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7730982303619385},{"id":"https://openalex.org/keywords/data-reduction","display_name":"Data reduction","score":0.7294175624847412},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.6146059036254883},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5673406720161438},{"id":"https://openalex.org/keywords/reduction","display_name":"Reduction (mathematics)","score":0.5576450824737549},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.5366183519363403},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5351204872131348},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.5042694807052612},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4671328365802765},{"id":"https://openalex.org/keywords/parametric-statistics","display_name":"Parametric statistics","score":0.4489915072917938},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3662669360637665},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.36049431562423706},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.09608736634254456},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.08323216438293457}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8115619421005249},{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7730982303619385},{"id":"https://openalex.org/C153914771","wikidata":"https://www.wikidata.org/wiki/Q5227343","display_name":"Data reduction","level":2,"score":0.7294175624847412},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.6146059036254883},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5673406720161438},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.5576450824737549},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.5366183519363403},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5351204872131348},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.5042694807052612},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4671328365802765},{"id":"https://openalex.org/C117251300","wikidata":"https://www.wikidata.org/wiki/Q1849855","display_name":"Parametric statistics","level":2,"score":0.4489915072917938},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3662669360637665},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.36049431562423706},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.09608736634254456},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.08323216438293457},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-642-40728-4_5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-40728-4_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"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1491931038","https://openalex.org/W1967001541","https://openalex.org/W1994410331","https://openalex.org/W2036557187","https://openalex.org/W2038827046","https://openalex.org/W2039260438","https://openalex.org/W2067098334","https://openalex.org/W2068514419","https://openalex.org/W2092617083","https://openalex.org/W2098759488","https://openalex.org/W2136870399","https://openalex.org/W2147169507","https://openalex.org/W2151537585"],"related_works":["https://openalex.org/W3176621072","https://openalex.org/W2995475466","https://openalex.org/W2356785732","https://openalex.org/W4239033281","https://openalex.org/W4380789568","https://openalex.org/W3095373396","https://openalex.org/W1993351602","https://openalex.org/W2170142494","https://openalex.org/W1570939702","https://openalex.org/W4210425385"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}