{"id":"https://openalex.org/W4399267973","doi":"https://doi.org/10.1007/978-3-031-60606-9_25","title":"Time Series Representation Learning: A Survey on\u00a0Deep Learning Techniques for\u00a0Time Series Forecasting","display_name":"Time Series Representation Learning: A Survey on\u00a0Deep Learning Techniques for\u00a0Time Series Forecasting","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399267973","doi":"https://doi.org/10.1007/978-3-031-60606-9_25"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-60606-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60606-9_25","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/A5098977776","display_name":"Tobias Schmieg","orcid":null},"institutions":[{"id":"https://openalex.org/I41121874","display_name":"Heilbronn University","ror":"https://ror.org/04g5gcg95","country_code":"DE","type":"education","lineage":["https://openalex.org/I41121874"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Tobias Schmieg","raw_affiliation_strings":["Heilbronn University of Applied Sciences, 74081, Heilbronn, Germany"],"affiliations":[{"raw_affiliation_string":"Heilbronn University of Applied Sciences, 74081, Heilbronn, Germany","institution_ids":["https://openalex.org/I41121874"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5047115531","display_name":"Carsten Lanquillon","orcid":"https://orcid.org/0000-0002-9319-1437"},"institutions":[{"id":"https://openalex.org/I41121874","display_name":"Heilbronn University","ror":"https://ror.org/04g5gcg95","country_code":"DE","type":"education","lineage":["https://openalex.org/I41121874"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Carsten Lanquillon","raw_affiliation_strings":["Heilbronn University of Applied Sciences, 74081, Heilbronn, Germany"],"affiliations":[{"raw_affiliation_string":"Heilbronn University of Applied Sciences, 74081, Heilbronn, Germany","institution_ids":["https://openalex.org/I41121874"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5098977776"],"corresponding_institution_ids":["https://openalex.org/I41121874"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":0.9808,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.69207836,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"422","last_page":"435"},"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.9955999851226807,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11918","display_name":"Forecasting Techniques and Applications","score":0.9951000213623047,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7974029779434204},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7689743041992188},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.6474611163139343},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5793811082839966},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4983508586883545},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.47941869497299194}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7974029779434204},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7689743041992188},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6474611163139343},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5793811082839966},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4983508586883545},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47941869497299194},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","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:10.1007/978-3-031-60606-9_25","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-60606-9_25","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":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":49,"referenced_works":["https://openalex.org/W2025768430","https://openalex.org/W2035922091","https://openalex.org/W2117829824","https://openalex.org/W2163922914","https://openalex.org/W2270070752","https://openalex.org/W2884585870","https://openalex.org/W2946165673","https://openalex.org/W3004417816","https://openalex.org/W3006914608","https://openalex.org/W3022643593","https://openalex.org/W3035548318","https://openalex.org/W3084417819","https://openalex.org/W3094502228","https://openalex.org/W3109271316","https://openalex.org/W3132782787","https://openalex.org/W3138805148","https://openalex.org/W3159230781","https://openalex.org/W3177318507","https://openalex.org/W3198381997","https://openalex.org/W3210395808","https://openalex.org/W3212621389","https://openalex.org/W4220728500","https://openalex.org/W4220748350","https://openalex.org/W4226419953","https://openalex.org/W4282927876","https://openalex.org/W4283459876","https://openalex.org/W4284971318","https://openalex.org/W4285169905","https://openalex.org/W4311765019","https://openalex.org/W4312680530","https://openalex.org/W4313156423","https://openalex.org/W4313306357","https://openalex.org/W4360605326","https://openalex.org/W4366308315","https://openalex.org/W4366308323","https://openalex.org/W4366374741","https://openalex.org/W4376873605","https://openalex.org/W4379618408","https://openalex.org/W4382932790","https://openalex.org/W4383899300","https://openalex.org/W4385173981","https://openalex.org/W4385565515","https://openalex.org/W4385764467","https://openalex.org/W4387848755","https://openalex.org/W4391852467","https://openalex.org/W6600175564","https://openalex.org/W6602909362","https://openalex.org/W6739901393","https://openalex.org/W6819738252"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W3107602296","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}