{"id":"https://openalex.org/W4413220198","doi":"https://doi.org/10.1007/978-3-031-92575-7_9","title":"Machine-Learning-Based Determination of\u00a0Steinian Shrinkage Targets and\u00a0Levels in\u00a0Forecast Combination","display_name":"Machine-Learning-Based Determination of\u00a0Steinian Shrinkage Targets and\u00a0Levels in\u00a0Forecast Combination","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4413220198","doi":"https://doi.org/10.1007/978-3-031-92575-7_9"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-92575-7_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92575-7_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210196675","display_name":"Lecture notes in operations research","issn_l":"2731-040X","issn":["2731-040X","2731-0418"],"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":"Lecture Notes in Operations Research","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/A5113794674","display_name":"M Fuchs","orcid":"https://orcid.org/0009-0005-6547-0016"},"institutions":[{"id":"https://openalex.org/I199417121","display_name":"Catholic University of Eichst\u00e4tt-Ingolstadt","ror":"https://ror.org/00mx91s63","country_code":"DE","type":"education","lineage":["https://openalex.org/I199417121"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Marco Fuchs","raw_affiliation_strings":["Catholic University of Eichst\u00e4tt-Ingolstadt, Ingolstadt, Germany"],"raw_orcid":"https://orcid.org/0009-0005-6547-0016","affiliations":[{"raw_affiliation_string":"Catholic University of Eichst\u00e4tt-Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I199417121"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036566936","display_name":"Thomas Setzer","orcid":"https://orcid.org/0000-0002-9241-2648"},"institutions":[{"id":"https://openalex.org/I199417121","display_name":"Catholic University of Eichst\u00e4tt-Ingolstadt","ror":"https://ror.org/00mx91s63","country_code":"DE","type":"education","lineage":["https://openalex.org/I199417121"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Thomas Setzer","raw_affiliation_strings":["Catholic University of Eichst\u00e4tt-Ingolstadt, Ingolstadt, Germany"],"raw_orcid":"https://orcid.org/0000-0002-9241-2648","affiliations":[{"raw_affiliation_string":"Catholic University of Eichst\u00e4tt-Ingolstadt, Ingolstadt, Germany","institution_ids":["https://openalex.org/I199417121"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5113794674"],"corresponding_institution_ids":["https://openalex.org/I199417121"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.45581356,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"60","last_page":"65"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9397000074386597,"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"}},"topics":[{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9397000074386597,"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/T11801","display_name":"Reservoir Engineering and Simulation Methods","score":0.9104999899864197,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/shrinkage","display_name":"Shrinkage","score":0.9255778789520264},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4615063965320587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45472633838653564},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38752782344818115},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.3402567505836487}],"concepts":[{"id":"https://openalex.org/C180145272","wikidata":"https://www.wikidata.org/wiki/Q7504144","display_name":"Shrinkage","level":2,"score":0.9255778789520264},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4615063965320587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45472633838653564},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38752782344818115},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.3402567505836487}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-92575-7_9","is_oa":false,"landing_page_url":"https://doi.org/10.1007/978-3-031-92575-7_9","pdf_url":null,"source":{"id":"https://openalex.org/S4210196675","display_name":"Lecture notes in operations research","issn_l":"2731-040X","issn":["2731-040X","2731-0418"],"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":"Lecture Notes in Operations Research","raw_type":"book-chapter"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W1605276600","https://openalex.org/W1986528915","https://openalex.org/W1990512452","https://openalex.org/W2073976919","https://openalex.org/W2108731026","https://openalex.org/W2165408259","https://openalex.org/W2509512661","https://openalex.org/W3037073799","https://openalex.org/W3090263657"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W4387369504","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}