{"id":"https://openalex.org/W2000154965","doi":"https://doi.org/10.1007/11494669_123","title":"Input Selection for Long-Term Prediction of Time Series","display_name":"Input Selection for Long-Term Prediction of Time Series","publication_year":2005,"publication_date":"2005-01-01","ids":{"openalex":"https://openalex.org/W2000154965","doi":"https://doi.org/10.1007/11494669_123","mag":"2000154965"},"language":"en","primary_location":{"id":"doi:10.1007/11494669_123","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11494669_123","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/A5046290278","display_name":"Jarkko Tikka","orcid":null},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":true,"raw_author_name":"Jarkko Tikka","raw_affiliation_strings":["Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074593755","display_name":"Jaakko Hollm\u00e9n","orcid":"https://orcid.org/0000-0002-1912-712X"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Jaakko Hollm\u00e9n","raw_affiliation_strings":["Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland","institution_ids":["https://openalex.org/I32943570"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5083632408","display_name":"Amaury Lendasse","orcid":"https://orcid.org/0000-0001-5410-4751"},"institutions":[{"id":"https://openalex.org/I32943570","display_name":"Helsinki Institute for Information Technology","ror":"https://ror.org/05kph4940","country_code":"FI","type":"facility","lineage":["https://openalex.org/I133731052","https://openalex.org/I32943570","https://openalex.org/I9927081"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Amaury Lendasse","raw_affiliation_strings":["Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland"],"affiliations":[{"raw_affiliation_string":"Laboratory of Computer and, Information Science, Helsinki University of Technology, P.O. Box 5400, FI-02015, HUT, Finland","institution_ids":[]},{"raw_affiliation_string":"Laboratory of Computer and Information Science, Helsinki University of Technology, Hut, Finland","institution_ids":["https://openalex.org/I32943570"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5046290278"],"corresponding_institution_ids":["https://openalex.org/I32943570"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":1.7905,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.8513061,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1002","last_page":"1009"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9983999729156494,"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":0.9983999729156494,"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":0.9921000003814697,"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/T10320","display_name":"Neural Networks and Applications","score":0.9894000291824341,"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/autoregressive-model","display_name":"Autoregressive model","score":0.726555585861206},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6533890962600708},{"id":"https://openalex.org/keywords/term","display_name":"Term (time)","score":0.5744572281837463},{"id":"https://openalex.org/keywords/selection","display_name":"Selection (genetic algorithm)","score":0.566706657409668},{"id":"https://openalex.org/keywords/long-term-prediction","display_name":"Long-term prediction","score":0.5550447702407837},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5268189907073975},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5204668045043945},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5062045454978943},{"id":"https://openalex.org/keywords/linear-prediction","display_name":"Linear prediction","score":0.45429790019989014},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43155401945114136},{"id":"https://openalex.org/keywords/linear-model","display_name":"Linear model","score":0.4298512041568756},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4146224558353424},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.37051182985305786},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3446011245250702},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.300784707069397},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.2484804093837738},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.18524980545043945}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.726555585861206},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6533890962600708},{"id":"https://openalex.org/C61797465","wikidata":"https://www.wikidata.org/wiki/Q1188986","display_name":"Term (time)","level":2,"score":0.5744572281837463},{"id":"https://openalex.org/C81917197","wikidata":"https://www.wikidata.org/wiki/Q628760","display_name":"Selection (genetic algorithm)","level":2,"score":0.566706657409668},{"id":"https://openalex.org/C2776537626","wikidata":"https://www.wikidata.org/wiki/Q4047883","display_name":"Long-term prediction","level":2,"score":0.5550447702407837},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5268189907073975},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5204668045043945},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5062045454978943},{"id":"https://openalex.org/C131109320","wikidata":"https://www.wikidata.org/wiki/Q581012","display_name":"Linear prediction","level":2,"score":0.45429790019989014},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43155401945114136},{"id":"https://openalex.org/C163175372","wikidata":"https://www.wikidata.org/wiki/Q3339222","display_name":"Linear model","level":2,"score":0.4298512041568756},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4146224558353424},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.37051182985305786},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3446011245250702},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.300784707069397},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.2484804093837738},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.18524980545043945},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"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/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"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/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/11494669_123","is_oa":false,"landing_page_url":"https://doi.org/10.1007/11494669_123","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:CiteSeerX.psu:10.1.1.103.6853","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.103.6853","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.cis.hut.fi/tikka/Tikka2005.pdf","raw_type":"text"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.377.7563","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.377.7563","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://research.ics.aalto.fi/eiml/Publications/Publication12.pdf","raw_type":"text"}],"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/W48332454","https://openalex.org/W1480376833","https://openalex.org/W1554663460","https://openalex.org/W1554944419","https://openalex.org/W1995945562","https://openalex.org/W2036053217","https://openalex.org/W2052441401","https://openalex.org/W2156088636","https://openalex.org/W2159966158","https://openalex.org/W2164303714","https://openalex.org/W2896916590","https://openalex.org/W3106889297","https://openalex.org/W4388297464"],"related_works":["https://openalex.org/W2349019353","https://openalex.org/W2154965898","https://openalex.org/W2018248418","https://openalex.org/W2372497976","https://openalex.org/W3013859646","https://openalex.org/W2325790386","https://openalex.org/W4251112647","https://openalex.org/W2015977711","https://openalex.org/W2809775826","https://openalex.org/W2375884488"],"abstract_inverted_index":null,"counts_by_year":[{"year":2014,"cited_by_count":1},{"year":2012,"cited_by_count":4}],"updated_date":"2026-04-04T16:13:02.066488","created_date":"2025-10-10T00:00:00"}
