{"id":"https://openalex.org/W2021208891","doi":"https://doi.org/10.1007/s11063-012-9244-y","title":"A New Multiplicative Seasonal Neural Network Model Based on Particle Swarm Optimization","display_name":"A New Multiplicative Seasonal Neural Network Model Based on Particle Swarm Optimization","publication_year":2012,"publication_date":"2012-09-17","ids":{"openalex":"https://openalex.org/W2021208891","doi":"https://doi.org/10.1007/s11063-012-9244-y","mag":"2021208891"},"language":"en","primary_location":{"id":"doi:10.1007/s11063-012-9244-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-012-9244-y","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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 Processing Letters","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/A5009221069","display_name":"\u00c7a\u011fda\u015f Hakan Alada\u011f","orcid":"https://orcid.org/0000-0002-3953-7601"},"institutions":[{"id":"https://openalex.org/I66514158","display_name":"Hacettepe University","ror":"https://ror.org/04kwvgz42","country_code":"TR","type":"education","lineage":["https://openalex.org/I66514158"]}],"countries":["TR"],"is_corresponding":true,"raw_author_name":"Cagdas Hakan Aladag","raw_affiliation_strings":["Department of Statistics, Faculty of Science, Hacettepe University, 06800, Ankara, Turkey","Department of Statistics, Faculty of Science, Hacettepe University, Ankara, Turkey 06800#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Hacettepe University, 06800, Ankara, Turkey","institution_ids":["https://openalex.org/I66514158"]},{"raw_affiliation_string":"Department of Statistics, Faculty of Science, Hacettepe University, Ankara, Turkey 06800#TAB#","institution_ids":["https://openalex.org/I66514158"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058573292","display_name":"Ufuk Yolcu","orcid":"https://orcid.org/0000-0002-0172-3353"},"institutions":[{"id":"https://openalex.org/I148202161","display_name":"Giresun University","ror":"https://ror.org/05szaq822","country_code":"TR","type":"education","lineage":["https://openalex.org/I148202161"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Ufuk Yolcu","raw_affiliation_strings":["Department of Statistics, Faculty of Arts and Science, Giresun University, 28000, Giresun, Turkey","Department of Statistics, Faculty of Arts and Science, Giresun University, Giresun, Turkey 28000#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Arts and Science, Giresun University, 28000, Giresun, Turkey","institution_ids":["https://openalex.org/I148202161"]},{"raw_affiliation_string":"Department of Statistics, Faculty of Arts and Science, Giresun University, Giresun, Turkey 28000#TAB#","institution_ids":["https://openalex.org/I148202161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5000447912","display_name":"Erol E\u011frio\u011flu","orcid":"https://orcid.org/0000-0003-4301-4149"},"institutions":[{"id":"https://openalex.org/I227306068","display_name":"Ondokuz May\u0131s University","ror":"https://ror.org/028k5qw24","country_code":"TR","type":"education","lineage":["https://openalex.org/I227306068"]}],"countries":["TR"],"is_corresponding":false,"raw_author_name":"Erol Egrioglu","raw_affiliation_strings":["Department of Statistics, Faculty of Arts and Science, University of Ondokuz Mayis, 55139, Samsun, Turkey","Department of Statistics, Faculty of Arts and Science, University of Ondokuz Mayis, Samsun, Turkey 55139#TAB#"],"affiliations":[{"raw_affiliation_string":"Department of Statistics, Faculty of Arts and Science, University of Ondokuz Mayis, 55139, Samsun, Turkey","institution_ids":["https://openalex.org/I227306068"]},{"raw_affiliation_string":"Department of Statistics, Faculty of Arts and Science, University of Ondokuz Mayis, Samsun, Turkey 55139#TAB#","institution_ids":["https://openalex.org/I227306068"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5009221069"],"corresponding_institution_ids":["https://openalex.org/I66514158"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":3.3121,"has_fulltext":false,"cited_by_count":36,"citation_normalized_percentile":{"value":0.91869757,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"37","issue":"3","first_page":"251","last_page":"262"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9995999932289124,"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"}},"topics":[{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.9995999932289124,"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/T11052","display_name":"Energy Load and Power Forecasting","score":0.996399998664856,"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":0.993399977684021,"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/artificial-neural-network","display_name":"Artificial neural network","score":0.7654559016227722},{"id":"https://openalex.org/keywords/particle-swarm-optimization","display_name":"Particle swarm optimization","score":0.7307289838790894},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6020047068595886},{"id":"https://openalex.org/keywords/heuristic","display_name":"Heuristic","score":0.584192156791687},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.5547477006912231},{"id":"https://openalex.org/keywords/multiplicative-function","display_name":"Multiplicative function","score":0.547549843788147},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5243889689445496},{"id":"https://openalex.org/keywords/population","display_name":"Population","score":0.4139520525932312},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3483524024486542},{"id":"https://openalex.org/keywords/mathematical-optimization","display_name":"Mathematical optimization","score":0.3414621949195862},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.316966712474823},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.16728654503822327}],"concepts":[{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.7654559016227722},{"id":"https://openalex.org/C85617194","wikidata":"https://www.wikidata.org/wiki/Q2072794","display_name":"Particle swarm optimization","level":2,"score":0.7307289838790894},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6020047068595886},{"id":"https://openalex.org/C173801870","wikidata":"https://www.wikidata.org/wiki/Q201413","display_name":"Heuristic","level":2,"score":0.584192156791687},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.5547477006912231},{"id":"https://openalex.org/C42747912","wikidata":"https://www.wikidata.org/wiki/Q1048447","display_name":"Multiplicative function","level":2,"score":0.547549843788147},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5243889689445496},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.4139520525932312},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3483524024486542},{"id":"https://openalex.org/C126255220","wikidata":"https://www.wikidata.org/wiki/Q141495","display_name":"Mathematical optimization","level":1,"score":0.3414621949195862},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.316966712474823},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.16728654503822327},{"id":"https://openalex.org/C149923435","wikidata":"https://www.wikidata.org/wiki/Q37732","display_name":"Demography","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},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"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":2,"locations":[{"id":"doi:10.1007/s11063-012-9244-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11063-012-9244-y","pdf_url":null,"source":{"id":"https://openalex.org/S140962798","display_name":"Neural Processing Letters","issn_l":"1370-4621","issn":["1370-4621","1573-773X"],"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 Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:eprints.lancs.ac.uk:139544","is_oa":false,"landing_page_url":"https://eprints.lancs.ac.uk/id/eprint/139544/","pdf_url":null,"source":{"id":"https://openalex.org/S4306401916","display_name":"Lancaster EPrints (Lancaster University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I67415387","host_organization_name":"Lancaster University","host_organization_lineage":["https://openalex.org/I67415387"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Journal Article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W1510142830","https://openalex.org/W1586335931","https://openalex.org/W1820051232","https://openalex.org/W2007141058","https://openalex.org/W2016646227","https://openalex.org/W2044459470","https://openalex.org/W2050263393","https://openalex.org/W2068773846","https://openalex.org/W2077019318","https://openalex.org/W2083422648","https://openalex.org/W2084782227","https://openalex.org/W2117014758","https://openalex.org/W2122561198","https://openalex.org/W2138410623","https://openalex.org/W2152195021","https://openalex.org/W2402846924"],"related_works":["https://openalex.org/W2138535970","https://openalex.org/W2242271381","https://openalex.org/W2378555542","https://openalex.org/W2170286667","https://openalex.org/W2357809648","https://openalex.org/W2143904013","https://openalex.org/W2990514669","https://openalex.org/W2381421930","https://openalex.org/W2107133805","https://openalex.org/W2393723963"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":5},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":2},{"year":2018,"cited_by_count":1},{"year":2017,"cited_by_count":4},{"year":2016,"cited_by_count":1},{"year":2015,"cited_by_count":2},{"year":2014,"cited_by_count":5},{"year":2013,"cited_by_count":1}],"updated_date":"2026-04-22T08:38:42.863108","created_date":"2025-10-10T00:00:00"}