{"id":"https://openalex.org/W2059167275","doi":"https://doi.org/10.1007/s00521-003-0391-y","title":"Combinatorial time series forecasting based on clustering algorithms and neural networks","display_name":"Combinatorial time series forecasting based on clustering algorithms and neural networks","publication_year":2004,"publication_date":"2004-01-25","ids":{"openalex":"https://openalex.org/W2059167275","doi":"https://doi.org/10.1007/s00521-003-0391-y","mag":"2059167275"},"language":"en","primary_location":{"id":"doi:10.1007/s00521-003-0391-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-003-0391-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 &amp; 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/A5010526989","display_name":"Costas Siriopoulos","orcid":"https://orcid.org/0000-0003-1368-7182"},"institutions":[{"id":"https://openalex.org/I174878644","display_name":"University of Patras","ror":"https://ror.org/017wvtq80","country_code":"GR","type":"education","lineage":["https://openalex.org/I174878644"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"C. Siriopoulos","raw_affiliation_strings":["Dept. of Business Administration, University of Patras, 26500, Rion, Greece","University of Patras, Dept. of Business Administration, Greece"],"affiliations":[{"raw_affiliation_string":"Dept. of Business Administration, University of Patras, 26500, Rion, Greece","institution_ids":["https://openalex.org/I174878644"]},{"raw_affiliation_string":"University of Patras, Dept. of Business Administration, Greece","institution_ids":["https://openalex.org/I174878644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5037927126","display_name":"Athanasios Sfetsos","orcid":"https://orcid.org/0000-0003-1906-8059"},"institutions":[{"id":"https://openalex.org/I4210133773","display_name":"Institute of Nuclear and Particle Physics","ror":"https://ror.org/03znpfq81","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044","https://openalex.org/I4210133773"]},{"id":"https://openalex.org/I203474044","display_name":"National Centre of Scientific Research \"Demokritos\"","ror":"https://ror.org/038jp4m40","country_code":"GR","type":"facility","lineage":["https://openalex.org/I203474044"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"A. Sfetsos","raw_affiliation_strings":["NCSR Demokritos, EREL-INTR-P, 15310, Ag. Paraskevi, Greece","EREL-INTR-P, NCSR Demokritos, Greece#TAB#"],"affiliations":[{"raw_affiliation_string":"NCSR Demokritos, EREL-INTR-P, 15310, Ag. Paraskevi, Greece","institution_ids":["https://openalex.org/I203474044","https://openalex.org/I4210133773"]},{"raw_affiliation_string":"EREL-INTR-P, NCSR Demokritos, Greece#TAB#","institution_ids":["https://openalex.org/I203474044"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5010526989"],"corresponding_institution_ids":["https://openalex.org/I174878644"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.2866,"has_fulltext":false,"cited_by_count":19,"citation_normalized_percentile":{"value":0.57079459,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":"13","issue":"1","first_page":"56","last_page":"64"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.9987999796867371,"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":0.9987999796867371,"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/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/T11270","display_name":"Complex Systems and Time Series Analysis","score":0.9944999814033508,"subfield":{"id":"https://openalex.org/subfields/2002","display_name":"Economics and Econometrics"},"field":{"id":"https://openalex.org/fields/20","display_name":"Economics, Econometrics and Finance"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.7839651703834534},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7346387505531311},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.580244243144989},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.5371663570404053},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.5147159695625305},{"id":"https://openalex.org/keywords/range","display_name":"Range (aeronautics)","score":0.4538206160068512},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.4198142886161804},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.39973658323287964},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.36330646276474},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34107500314712524}],"concepts":[{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.7839651703834534},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7346387505531311},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.580244243144989},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.5371663570404053},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.5147159695625305},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.4538206160068512},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.4198142886161804},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.39973658323287964},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36330646276474},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34107500314712524},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","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":1,"locations":[{"id":"doi:10.1007/s00521-003-0391-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s00521-003-0391-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 &amp; Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1524374222","https://openalex.org/W1572930125","https://openalex.org/W1576064560","https://openalex.org/W1676500486","https://openalex.org/W1694833408","https://openalex.org/W1721263272","https://openalex.org/W1923975227","https://openalex.org/W1966840186","https://openalex.org/W1967646346","https://openalex.org/W1971784203","https://openalex.org/W1977653081","https://openalex.org/W1991848143","https://openalex.org/W2010681209","https://openalex.org/W2019207321","https://openalex.org/W2041178263","https://openalex.org/W2048890562","https://openalex.org/W2094793254","https://openalex.org/W2103911250","https://openalex.org/W2110485445","https://openalex.org/W2113076747","https://openalex.org/W2123696440","https://openalex.org/W2148704940","https://openalex.org/W2153694513","https://openalex.org/W2154197098","https://openalex.org/W2155379062","https://openalex.org/W2155399784","https://openalex.org/W2307891255","https://openalex.org/W2313953460","https://openalex.org/W2405845269","https://openalex.org/W3123021517","https://openalex.org/W4239414618"],"related_works":["https://openalex.org/W2242271381","https://openalex.org/W2378555542","https://openalex.org/W2357809648","https://openalex.org/W2990514669","https://openalex.org/W2381421930","https://openalex.org/W2393723963","https://openalex.org/W2150798635","https://openalex.org/W2080650820","https://openalex.org/W1964982224","https://openalex.org/W2354329565"],"abstract_inverted_index":null,"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":2},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1},{"year":2013,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
