{"id":"https://openalex.org/W2158286838","doi":"https://doi.org/10.1007/978-3-642-04277-5_31","title":"Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction","display_name":"Adaptive Ensemble Models of Extreme Learning Machines for Time Series Prediction","publication_year":2009,"publication_date":"2009-01-01","ids":{"openalex":"https://openalex.org/W2158286838","doi":"https://doi.org/10.1007/978-3-642-04277-5_31","mag":"2158286838"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-642-04277-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_31","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/A5082403181","display_name":"Mark van Heeswijk","orcid":null},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI","NL"],"is_corresponding":true,"raw_author_name":"Mark van Heeswijk","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016015556","display_name":"Yoan Mich\u00e9","orcid":null},"institutions":[{"id":"https://openalex.org/I4210124956","display_name":"Grenoble Images Parole Signal Automatique","ror":"https://ror.org/02wrme198","country_code":"FR","type":"facility","lineage":["https://openalex.org/I106785703","https://openalex.org/I1294671590","https://openalex.org/I4210124956","https://openalex.org/I899635006","https://openalex.org/I899635006"]},{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I106785703","display_name":"Institut polytechnique de Grenoble","ror":"https://ror.org/05sbt2524","country_code":"FR","type":"education","lineage":["https://openalex.org/I106785703","https://openalex.org/I899635006"]}],"countries":["FI","FR"],"is_corresponding":false,"raw_author_name":"Yoan Miche","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","INPG Grenoble - Gipsa-Lab, UMR 5216, Grenoble, France"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"INPG Grenoble - Gipsa-Lab, UMR 5216, Grenoble, France","institution_ids":["https://openalex.org/I4210124956","https://openalex.org/I106785703"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071913114","display_name":"Tiina Lindh\u2010Knuutila","orcid":"https://orcid.org/0000-0001-5936-9513"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]},{"id":"https://openalex.org/I1297971548","display_name":"International Computer Science Institute","ror":"https://ror.org/01ewh7m12","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I1297971548"]},{"id":"https://openalex.org/I95457486","display_name":"University of California, Berkeley","ror":"https://ror.org/01an7q238","country_code":"US","type":"education","lineage":["https://openalex.org/I95457486"]}],"countries":["FI","US"],"is_corresponding":false,"raw_author_name":"Tiina Lindh-Knuutila","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","International Computer Science Institute of University of California, Berkeley, USA"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]},{"raw_affiliation_string":"International Computer Science Institute of University of California, Berkeley, USA","institution_ids":["https://openalex.org/I1297971548","https://openalex.org/I95457486"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063543149","display_name":"P.A.J. Hilbers","orcid":"https://orcid.org/0000-0002-8805-5633"},"institutions":[{"id":"https://openalex.org/I83019370","display_name":"Eindhoven University of Technology","ror":"https://ror.org/02c2kyt77","country_code":"NL","type":"education","lineage":["https://openalex.org/I83019370"]}],"countries":["NL"],"is_corresponding":false,"raw_author_name":"Peter A. J. Hilbers","raw_affiliation_strings":["Eindhoven University of Technology, Eindhoven, The Netherlands"],"affiliations":[{"raw_affiliation_string":"Eindhoven University of Technology, Eindhoven, The Netherlands","institution_ids":["https://openalex.org/I83019370"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030983114","display_name":"Timo Honkela","orcid":"https://orcid.org/0000-0003-0917-2020"},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Timo Honkela","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085424325","display_name":"Erkki Oja","orcid":null},"institutions":[{"id":"https://openalex.org/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Erkki Oja","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]}]},{"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/I133731052","display_name":"University of Helsinki","ror":"https://ror.org/040af2s02","country_code":"FI","type":"education","lineage":["https://openalex.org/I133731052"]}],"countries":["FI"],"is_corresponding":false,"raw_author_name":"Amaury Lendasse","raw_affiliation_strings":["Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland"],"affiliations":[{"raw_affiliation_string":"Adaptive Informatics Research Centre, Helsinki University of Technology, TKK, Finland","institution_ids":["https://openalex.org/I133731052"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5082403181"],"corresponding_institution_ids":["https://openalex.org/I133731052","https://openalex.org/I83019370"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":null,"fwci":4.3315,"has_fulltext":false,"cited_by_count":107,"citation_normalized_percentile":{"value":0.95358902,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"305","last_page":"314"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12676","display_name":"Machine Learning and ELM","score":1.0,"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/T10320","display_name":"Neural Networks and Applications","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"}},{"id":"https://openalex.org/T11612","display_name":"Stochastic Gradient Optimization Techniques","score":0.9771999716758728,"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":0.8520481586456299},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.7978326082229614},{"id":"https://openalex.org/keywords/ensemble-learning","display_name":"Ensemble learning","score":0.5495100617408752},{"id":"https://openalex.org/keywords/extreme-learning-machine","display_name":"Extreme learning machine","score":0.546516478061676},{"id":"https://openalex.org/keywords/ensemble-forecasting","display_name":"Ensemble forecasting","score":0.538899302482605},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5077434778213501},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47566384077072144},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.46271321177482605},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.39725521206855774},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10207456350326538}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8520481586456299},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.7978326082229614},{"id":"https://openalex.org/C45942800","wikidata":"https://www.wikidata.org/wiki/Q245652","display_name":"Ensemble learning","level":2,"score":0.5495100617408752},{"id":"https://openalex.org/C2780150128","wikidata":"https://www.wikidata.org/wiki/Q21948731","display_name":"Extreme learning machine","level":3,"score":0.546516478061676},{"id":"https://openalex.org/C119898033","wikidata":"https://www.wikidata.org/wiki/Q3433888","display_name":"Ensemble forecasting","level":2,"score":0.538899302482605},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5077434778213501},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47566384077072144},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.46271321177482605},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.39725521206855774},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10207456350326538},{"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":5,"locations":[{"id":"doi:10.1007/978-3-642-04277-5_31","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-642-04277-5_31","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:pure.tue.nl:openaire_cris_publications/6696e814-3622-4ab3-9498-e3b81912a2e3","is_oa":false,"landing_page_url":"https://research.tue.nl/en/publications/6696e814-3622-4ab3-9498-e3b81912a2e3","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"van Heeswijk, M, Miche, Y, Lindh-Knuutila, T, Hilbers, P A J, Honkela, T, Oja, E & Lendasse, A 2009, Adaptive ensemble models of extreme learning machines for time series prediction. in Artificial Neural Networks - ICANN 2009 - 19th International Conference, Proceedings: PART 2. Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), vol. 5769 LNCS, pp. 305-314, 19th International Conference on Artificial Neural Networks, ICANN 2009, Limassol, Cyprus, 14/09/09. https://doi.org/10.1007/978-3-642-04277-5_31","raw_type":"info:eu-repo/semantics/publishedVersion"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.378.566","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.378.566","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/Publication127.pdf","raw_type":"text"},{"id":"pmh:oai:pure.tue.nl:studenttheses/7c93ac80-3f70-46b3-9573-2de7953f4e40","is_oa":false,"landing_page_url":"https://research.tue.nl/en/studentTheses/7c93ac80-3f70-46b3-9573-2de7953f4e40","pdf_url":null,"source":{"id":"https://openalex.org/S4406922641","display_name":"TU/e Research Portal","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":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":""},{"id":"pmh:tue:oai:pure.tue.nl:publications/6696e814-3622-4ab3-9498-e3b81912a2e3","is_oa":false,"landing_page_url":"https://research.tue.nl/nl/publications/6696e814-3622-4ab3-9498-e3b81912a2e3","pdf_url":null,"source":{"id":"https://openalex.org/S4306401843","display_name":"Data Archiving and Networked Services (DANS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1322597698","host_organization_name":"Royal Netherlands Academy of Arts and Sciences","host_organization_lineage":["https://openalex.org/I1322597698"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Artificial Neural Networks - ICANN 2009 - 19th International Conference, Proceedings: PART 2, 305 - 314","raw_type":"info:eu-repo/semantics/conferencepaper"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W13338109","https://openalex.org/W1496317909","https://openalex.org/W1506806321","https://openalex.org/W1521989125","https://openalex.org/W1532044016","https://openalex.org/W1650765400","https://openalex.org/W1689787558","https://openalex.org/W1730893042","https://openalex.org/W1883866996","https://openalex.org/W1975846642","https://openalex.org/W1995945562","https://openalex.org/W2000636639","https://openalex.org/W2028072219","https://openalex.org/W2029027380","https://openalex.org/W2063186542","https://openalex.org/W2099468963","https://openalex.org/W2111072639","https://openalex.org/W2124776405","https://openalex.org/W2129155333","https://openalex.org/W2135293965","https://openalex.org/W2141695047","https://openalex.org/W2147243899","https://openalex.org/W2150884987","https://openalex.org/W2159350554","https://openalex.org/W2182067096","https://openalex.org/W2482318024","https://openalex.org/W2502391678","https://openalex.org/W2896916590","https://openalex.org/W2898519191","https://openalex.org/W2912934387","https://openalex.org/W3146803896","https://openalex.org/W4212883601","https://openalex.org/W4240369198","https://openalex.org/W4299837303"],"related_works":["https://openalex.org/W2794896638","https://openalex.org/W2891633941","https://openalex.org/W3202800081","https://openalex.org/W2119012848","https://openalex.org/W2622688551","https://openalex.org/W3101614107","https://openalex.org/W1550175370","https://openalex.org/W1909207154","https://openalex.org/W4390971112","https://openalex.org/W3036530763"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":9},{"year":2019,"cited_by_count":5},{"year":2018,"cited_by_count":7},{"year":2017,"cited_by_count":5},{"year":2016,"cited_by_count":8},{"year":2015,"cited_by_count":13},{"year":2014,"cited_by_count":14},{"year":2013,"cited_by_count":15},{"year":2012,"cited_by_count":10}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}