{"id":"https://openalex.org/W1966532305","doi":"https://doi.org/10.1007/s00521-009-0266-y","title":"A comparative evaluation of nonlinear dynamics methods for time series prediction","display_name":"A comparative evaluation of nonlinear dynamics methods for time series prediction","publication_year":2009,"publication_date":"2009-04-28","ids":{"openalex":"https://openalex.org/W1966532305","doi":"https://doi.org/10.1007/s00521-009-0266-y","mag":"1966532305"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-009-0266-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-009-0266-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},"type":"article","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/A5004903586","display_name":"Francesco Camastra","orcid":"https://orcid.org/0000-0003-4439-7583"},"institutions":[{"id":"https://openalex.org/I183638586","display_name":"Parthenope University of Naples","ror":"https://ror.org/05pcv4v03","country_code":"IT","type":"education","lineage":["https://openalex.org/I183638586"]},{"id":"https://openalex.org/I71267560","display_name":"University of Naples Federico II","ror":"https://ror.org/05290cv24","country_code":"IT","type":"education","lineage":["https://openalex.org/I71267560"]}],"countries":["IT"],"is_corresponding":true,"raw_author_name":"Francesco Camastra","raw_affiliation_strings":["Department of Applied Science, University of Naples Parthenope, Centro Direzionale Isola C4, 80143, Naples, Italy","University of Naples Parthenope, Centro Direzionale Isola C4, Department of Applied Science, 80143, Naples, Italy#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Applied Science, University of Naples Parthenope, Centro Direzionale Isola C4, 80143, Naples, Italy","institution_ids":["https://openalex.org/I183638586"]},{"raw_affiliation_string":"University of Naples Parthenope, Centro Direzionale Isola C4, Department of Applied Science, 80143, Naples, Italy#TAB#","institution_ids":["https://openalex.org/I71267560"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5021162375","display_name":"Maurizio Filippone","orcid":"https://orcid.org/0000-0001-7294-472X"},"institutions":[{"id":"https://openalex.org/I91136226","display_name":"University of Sheffield","ror":"https://ror.org/05krs5044","country_code":"GB","type":"education","lineage":["https://openalex.org/I91136226"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Maurizio Filippone","raw_affiliation_strings":["Department of Computer Science, University of Sheffield, Regent Court, 211 Portobello Street, Sheffield, S1 4DP, UK","University of Sheffield, Department of Computer Science, Regent Court, 211 Portobello Street, S1 4DP, Sheffield, UK#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, University of Sheffield, Regent Court, 211 Portobello Street, Sheffield, S1 4DP, UK","institution_ids":["https://openalex.org/I91136226"]},{"raw_affiliation_string":"University of Sheffield, Department of Computer Science, Regent Court, 211 Portobello Street, S1 4DP, Sheffield, UK#TAB#","institution_ids":["https://openalex.org/I91136226"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5004903586"],"corresponding_institution_ids":["https://openalex.org/I183638586","https://openalex.org/I71267560"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.9033,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.79573804,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"18","issue":"8","first_page":"1021","last_page":"1029"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9958999752998352,"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/T10320","display_name":"Neural Networks and Applications","score":0.9958999752998352,"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/T10244","display_name":"Chaos control and synchronization","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/3109","display_name":"Statistical and Nonlinear Physics"},"field":{"id":"https://openalex.org/fields/31","display_name":"Physics and Astronomy"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10581","display_name":"Neural dynamics and brain function","score":0.9900000095367432,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.751204252243042},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.6859463453292847},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.6694874167442322},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5813170075416565},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5477144718170166},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43641093373298645},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4004095494747162},{"id":"https://openalex.org/keywords/applied-mathematics","display_name":"Applied mathematics","score":0.3775131106376648},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2768237888813019},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.23034948110580444}],"concepts":[{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.751204252243042},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6859463453292847},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.6694874167442322},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5813170075416565},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5477144718170166},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43641093373298645},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4004095494747162},{"id":"https://openalex.org/C28826006","wikidata":"https://www.wikidata.org/wiki/Q33521","display_name":"Applied mathematics","level":1,"score":0.3775131106376648},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2768237888813019},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.23034948110580444},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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}],"mesh":[],"locations_count":5,"locations":[{"id":"doi:10.1007/s00521-009-0266-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-009-0266-y","pdf_url":null,"source":{"id":"https://openalex.org/S147897268","display_name":"Neural Computing and Applications","issn_l":"0941-0643","issn":["0941-0643","1433-3058"],"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":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neural Computing and Applications","raw_type":"journal-article"},{"id":"pmh:oai:eprints.whiterose.ac.uk:10045","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400854","display_name":"White Rose Research Online (University of Leeds, The University of Sheffield, University of York)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I2800616092","host_organization_name":"White Rose University Consortium","host_organization_lineage":["https://openalex.org/I2800616092"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":"","raw_type":"Article"},{"id":"pmh:oai:CiteSeerX.psu:10.1.1.722.3710","is_oa":false,"landing_page_url":"http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.722.3710","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"http://www.eurecom.fr/%7Efilippon/Publications/nca09.pdf","raw_type":"text"},{"id":"pmh:oai:eprints.gla.ac.uk:56335","is_oa":false,"landing_page_url":"http://eprints.gla.ac.uk/56335/","pdf_url":null,"source":{"id":"https://openalex.org/S4210235606","display_name":"ENLIGHTEN (Jurnal Bimbingan dan Konseling Islam)","issn_l":"2622-8912","issn":["2622-8912","2622-8920"],"is_oa":false,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Articles"},{"id":"pmh:oai:ricerca.uniparthenope.it:11367/15678","is_oa":false,"landing_page_url":"http://hdl.handle.net/11367/15678","pdf_url":null,"source":{"id":"https://openalex.org/S4377196432","display_name":"CINECA IRIS Institutial research information system (Parthenope University of Naples)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I183638586","host_organization_name":"Parthenope University of Naples","host_organization_lineage":["https://openalex.org/I183638586"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W1485383500","https://openalex.org/W1510073064","https://openalex.org/W1517729176","https://openalex.org/W1545848227","https://openalex.org/W1549386224","https://openalex.org/W1560724230","https://openalex.org/W1576520375","https://openalex.org/W1982132919","https://openalex.org/W1984391316","https://openalex.org/W1993216012","https://openalex.org/W1998727969","https://openalex.org/W2001631692","https://openalex.org/W2004021828","https://openalex.org/W2029401646","https://openalex.org/W2031365860","https://openalex.org/W2037570051","https://openalex.org/W2054658115","https://openalex.org/W2068844879","https://openalex.org/W2081978764","https://openalex.org/W2082612263","https://openalex.org/W2112081648","https://openalex.org/W2113623444","https://openalex.org/W2121594221","https://openalex.org/W2127905518","https://openalex.org/W2142635246","https://openalex.org/W2148603752","https://openalex.org/W2168175751","https://openalex.org/W2492895468","https://openalex.org/W2798649148","https://openalex.org/W2798982815","https://openalex.org/W2799061466","https://openalex.org/W2800750158","https://openalex.org/W2896916590","https://openalex.org/W3023786531","https://openalex.org/W4205687621","https://openalex.org/W4210509282","https://openalex.org/W4238721329","https://openalex.org/W4253175466","https://openalex.org/W4285719527","https://openalex.org/W4388215482"],"related_works":["https://openalex.org/W2349019353","https://openalex.org/W2154965898","https://openalex.org/W1995849744","https://openalex.org/W2622688551","https://openalex.org/W3147276099","https://openalex.org/W1550175370","https://openalex.org/W2119012848","https://openalex.org/W1995384429","https://openalex.org/W2896232477","https://openalex.org/W1990205660"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":4},{"year":2017,"cited_by_count":2},{"year":2016,"cited_by_count":2},{"year":2015,"cited_by_count":5},{"year":2014,"cited_by_count":3},{"year":2012,"cited_by_count":2}],"updated_date":"2026-04-05T17:49:38.594831","created_date":"2025-10-10T00:00:00"}