{"id":"https://openalex.org/W2810265722","doi":"https://doi.org/10.1007/978-3-319-77604-0_1","title":"Nonlinear Forecasting of Energy Futures","display_name":"Nonlinear Forecasting of Energy Futures","publication_year":2018,"publication_date":"2018-05-18","ids":{"openalex":"https://openalex.org/W2810265722","doi":"https://doi.org/10.1007/978-3-319-77604-0_1","mag":"2810265722"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-319-77604-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77604-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","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/A5026961665","display_name":"Germ\u00e1n G. Creamer","orcid":"https://orcid.org/0000-0002-3159-5153"},"institutions":[{"id":"https://openalex.org/I108468826","display_name":"Stevens Institute of Technology","ror":"https://ror.org/02z43xh36","country_code":"US","type":"education","lineage":["https://openalex.org/I108468826"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Germ\u00e1n G. Creamer","raw_affiliation_strings":["School of Business, Stevens Institute of Technology, Hoboken, NJ, 07030, USA"],"affiliations":[{"raw_affiliation_string":"School of Business, Stevens Institute of Technology, Hoboken, NJ, 07030, USA","institution_ids":["https://openalex.org/I108468826"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5026961665"],"corresponding_institution_ids":["https://openalex.org/I108468826"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.02655096,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9983999729156494,"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"}},"topics":[{"id":"https://openalex.org/T11059","display_name":"Market Dynamics and Volatility","score":0.9983999729156494,"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"}},{"id":"https://openalex.org/T12368","display_name":"Grey System Theory Applications","score":0.9883999824523926,"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/T10007","display_name":"Monetary Policy and Economic Impact","score":0.9508000016212463,"subfield":{"id":"https://openalex.org/subfields/2000","display_name":"General Economics, Econometrics and Finance"},"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/granger-causality","display_name":"Granger causality","score":0.829635739326477},{"id":"https://openalex.org/keywords/futures-contract","display_name":"Futures contract","score":0.7232064008712769},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.6599808931350708},{"id":"https://openalex.org/keywords/energy","display_name":"Energy (signal processing)","score":0.48615023493766785},{"id":"https://openalex.org/keywords/lag","display_name":"Lag","score":0.47520408034324646},{"id":"https://openalex.org/keywords/nonlinear-system","display_name":"Nonlinear system","score":0.473409503698349},{"id":"https://openalex.org/keywords/feature-selection","display_name":"Feature selection","score":0.45121246576309204},{"id":"https://openalex.org/keywords/causality","display_name":"Causality (physics)","score":0.45056477189064026},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.4344622492790222},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.3590954542160034},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3247785270214081},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.3080514073371887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.27699658274650574},{"id":"https://openalex.org/keywords/financial-economics","display_name":"Financial economics","score":0.24896475672721863},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1182820200920105}],"concepts":[{"id":"https://openalex.org/C129824826","wikidata":"https://www.wikidata.org/wiki/Q2630107","display_name":"Granger causality","level":2,"score":0.829635739326477},{"id":"https://openalex.org/C106306483","wikidata":"https://www.wikidata.org/wiki/Q183984","display_name":"Futures contract","level":2,"score":0.7232064008712769},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.6599808931350708},{"id":"https://openalex.org/C186370098","wikidata":"https://www.wikidata.org/wiki/Q442787","display_name":"Energy (signal processing)","level":2,"score":0.48615023493766785},{"id":"https://openalex.org/C75778745","wikidata":"https://www.wikidata.org/wiki/Q342626","display_name":"Lag","level":2,"score":0.47520408034324646},{"id":"https://openalex.org/C158622935","wikidata":"https://www.wikidata.org/wiki/Q660848","display_name":"Nonlinear system","level":2,"score":0.473409503698349},{"id":"https://openalex.org/C148483581","wikidata":"https://www.wikidata.org/wiki/Q446488","display_name":"Feature selection","level":2,"score":0.45121246576309204},{"id":"https://openalex.org/C64357122","wikidata":"https://www.wikidata.org/wiki/Q1149766","display_name":"Causality (physics)","level":2,"score":0.45056477189064026},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.4344622492790222},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3590954542160034},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3247785270214081},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.3080514073371887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.27699658274650574},{"id":"https://openalex.org/C106159729","wikidata":"https://www.wikidata.org/wiki/Q2294553","display_name":"Financial economics","level":1,"score":0.24896475672721863},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1182820200920105},{"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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-319-77604-0_1","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-319-77604-0_1","pdf_url":null,"source":{"id":"https://openalex.org/S4210219266","display_name":"Studies in big data","issn_l":"2197-6503","issn":["2197-6503","2197-6511"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319972","host_organization_name":"Springer International Publishing","host_organization_lineage":["https://openalex.org/P4310319972","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer International Publishing","Springer Nature"],"type":"book series"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Studies in Big Data","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":27,"referenced_works":["https://openalex.org/W145994340","https://openalex.org/W1491711721","https://openalex.org/W1513853839","https://openalex.org/W1554944419","https://openalex.org/W1607114662","https://openalex.org/W1945091021","https://openalex.org/W1976557506","https://openalex.org/W1999934019","https://openalex.org/W2023205960","https://openalex.org/W2023592126","https://openalex.org/W2026903979","https://openalex.org/W2027952438","https://openalex.org/W2034707435","https://openalex.org/W2035590166","https://openalex.org/W2046074448","https://openalex.org/W2070533198","https://openalex.org/W2072095417","https://openalex.org/W2130437653","https://openalex.org/W2146904825","https://openalex.org/W2153562738","https://openalex.org/W2154553965","https://openalex.org/W2156909104","https://openalex.org/W2171033594","https://openalex.org/W2178225550","https://openalex.org/W2344192594","https://openalex.org/W2486563685","https://openalex.org/W4245466933"],"related_works":["https://openalex.org/W2200638682","https://openalex.org/W2494020708","https://openalex.org/W2080194917","https://openalex.org/W2230611034","https://openalex.org/W2035792466","https://openalex.org/W2977645287","https://openalex.org/W4251418261","https://openalex.org/W1972675643","https://openalex.org/W2154758532","https://openalex.org/W2133704721"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}