{"id":"https://openalex.org/W4404635077","doi":"https://doi.org/10.1016/j.neucom.2024.128939","title":"Deep echo state network with projection-encoding for multi-step time series prediction","display_name":"Deep echo state network with projection-encoding for multi-step time series prediction","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4404635077","doi":"https://doi.org/10.1016/j.neucom.2024.128939"},"language":"en","primary_location":{"id":"doi:10.1016/j.neucom.2024.128939","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.128939","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","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/A5100455363","display_name":"Tao Li","orcid":"https://orcid.org/0000-0003-0104-3494"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Li","raw_affiliation_strings":["College of Advanced Manufacturing, Nanchang University, Nanchang 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Advanced Manufacturing, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038099302","display_name":"Zhijun Guo","orcid":"https://orcid.org/0000-0001-8630-431X"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhijun Guo","raw_affiliation_strings":["College of Information Engineering, Nanchang University, Nanchang 330031, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100340556","display_name":"Qian Li","orcid":"https://orcid.org/0000-0001-9931-9043"},"institutions":[{"id":"https://openalex.org/I141649914","display_name":"Nanchang University","ror":"https://ror.org/042v6xz23","country_code":"CN","type":"education","lineage":["https://openalex.org/I141649914"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Qian Li","raw_affiliation_strings":["College of Advanced Manufacturing, Nanchang University, Nanchang 330031, China"],"raw_orcid":"https://orcid.org/0000-0001-9931-9043","affiliations":[{"raw_affiliation_string":"College of Advanced Manufacturing, Nanchang University, Nanchang 330031, China","institution_ids":["https://openalex.org/I141649914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5100340556"],"corresponding_institution_ids":["https://openalex.org/I141649914"],"apc_list":{"value":2470,"currency":"USD","value_usd":2470},"apc_paid":null,"fwci":1.3245,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8450645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"617","issue":null,"first_page":"128939","last_page":"128939"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12611","display_name":"Neural Networks and Reservoir Computing","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/T12611","display_name":"Neural Networks and Reservoir Computing","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/T10502","display_name":"Advanced Memory and Neural Computing","score":0.9829999804496765,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10320","display_name":"Neural Networks and Applications","score":0.9790999889373779,"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/series","display_name":"Series (stratigraphy)","score":0.6649260520935059},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6607158184051514},{"id":"https://openalex.org/keywords/echo-state-network","display_name":"Echo state network","score":0.6368482112884521},{"id":"https://openalex.org/keywords/echo","display_name":"Echo (communications protocol)","score":0.6220731139183044},{"id":"https://openalex.org/keywords/projection","display_name":"Projection (relational algebra)","score":0.5546504259109497},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5399091839790344},{"id":"https://openalex.org/keywords/state","display_name":"State (computer science)","score":0.5353743433952332},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48971179127693176},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.48173263669013977},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.42682546377182007},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.4051138162612915},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3493664860725403},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3429300785064697},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.2561360001564026},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.2498255968093872},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.07898202538490295}],"concepts":[{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.6649260520935059},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6607158184051514},{"id":"https://openalex.org/C172025690","wikidata":"https://www.wikidata.org/wiki/Q5332763","display_name":"Echo state network","level":4,"score":0.6368482112884521},{"id":"https://openalex.org/C2779426996","wikidata":"https://www.wikidata.org/wiki/Q18389128","display_name":"Echo (communications protocol)","level":2,"score":0.6220731139183044},{"id":"https://openalex.org/C57493831","wikidata":"https://www.wikidata.org/wiki/Q3134666","display_name":"Projection (relational algebra)","level":2,"score":0.5546504259109497},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5399091839790344},{"id":"https://openalex.org/C48103436","wikidata":"https://www.wikidata.org/wiki/Q599031","display_name":"State (computer science)","level":2,"score":0.5353743433952332},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48971179127693176},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.48173263669013977},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.42682546377182007},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.4051138162612915},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3493664860725403},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3429300785064697},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.2561360001564026},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.2498255968093872},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.07898202538490295},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"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":1,"locations":[{"id":"doi:10.1016/j.neucom.2024.128939","is_oa":false,"landing_page_url":"https://doi.org/10.1016/j.neucom.2024.128939","pdf_url":null,"source":{"id":"https://openalex.org/S45693802","display_name":"Neurocomputing","issn_l":"0925-2312","issn":["0925-2312","1872-8286"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Neurocomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","display_name":"Climate action","score":0.699999988079071}],"awards":[{"id":"https://openalex.org/G1131808791","display_name":null,"funder_award_id":"62163026","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1318077801","display_name":null,"funder_award_id":"20224BAB212019","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G3638752","display_name":null,"funder_award_id":"62303206","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4671482621","display_name":null,"funder_award_id":"20224BAB212018","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G6660222018","display_name":null,"funder_award_id":"20242BAB25090","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"},{"id":"https://openalex.org/G7509407387","display_name":null,"funder_award_id":"20242BAB25086","funder_id":"https://openalex.org/F4320322665","funder_display_name":"Natural Science Foundation of Jiangxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322665","display_name":"Natural Science Foundation of Jiangxi Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1970978817","https://openalex.org/W2033932982","https://openalex.org/W2077019318","https://openalex.org/W2118706537","https://openalex.org/W2897446518","https://openalex.org/W2910157298","https://openalex.org/W2945523840","https://openalex.org/W2950032177","https://openalex.org/W2963121266","https://openalex.org/W2968196960","https://openalex.org/W2973093569","https://openalex.org/W2975924256","https://openalex.org/W2996451395","https://openalex.org/W2999047536","https://openalex.org/W3006369376","https://openalex.org/W3010938659","https://openalex.org/W3016711424","https://openalex.org/W3022431777","https://openalex.org/W3040211378","https://openalex.org/W3041279471","https://openalex.org/W3107328345","https://openalex.org/W3111531697","https://openalex.org/W3130816426","https://openalex.org/W3137520600","https://openalex.org/W3184431899","https://openalex.org/W4200568879","https://openalex.org/W4225413933","https://openalex.org/W4283727603","https://openalex.org/W4288786190","https://openalex.org/W4306803852","https://openalex.org/W4310135833","https://openalex.org/W4390991059","https://openalex.org/W6758224466","https://openalex.org/W6772761695"],"related_works":["https://openalex.org/W1473737476","https://openalex.org/W2949162897","https://openalex.org/W2061432289","https://openalex.org/W2276571074","https://openalex.org/W3216623288","https://openalex.org/W2351280436","https://openalex.org/W2561494732","https://openalex.org/W4390599063","https://openalex.org/W1607430432","https://openalex.org/W4403661568"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-02-03T00:53:05.648605","created_date":"2025-10-10T00:00:00"}