{"id":"https://openalex.org/W7051883554","doi":null,"title":"Practical time series analysis prediction with statistics and machine learning","display_name":"Practical time series analysis prediction with statistics and machine learning","publication_year":null,"publication_date":null,"ids":{"openalex":"https://openalex.org/W7051883554"},"language":"en","primary_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031531048","doi":null,"is_oa":true,"landing_page_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","pdf_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"volume":null,"type":"article","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","any_repository_has_fulltext":null},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5016957476","display_name":"Aileen Nielsen","orcid":"https://orcid.org/0000-0002-4389-322X","observed_orcids":["https://orcid.org/0000-0002-4389-322X"]},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Nielsen, Aileen","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":["https://openalex.org/A5016957476"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":true,"cited_by_count":8,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T12205","display_name":"Time Series Analysis and Forecasting","score":0.8999000191688538,"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":0.8999000191688538,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.09149999916553497,"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/T11326","display_name":"Stock Market Forecasting Methods","score":0.005400000140070915,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/time-series-analysis","display_name":"time series analysis","score":0.9570000171661377},{"id":"https://openalex.org/keywords/time-series-forecasting","display_name":"time series forecasting","score":0.8849999904632568},{"id":"https://openalex.org/keywords/statistical-forecasting","display_name":"statistical forecasting","score":0.5559999942779541},{"id":"https://openalex.org/keywords/machine-learning-forecasting","display_name":"machine learning forecasting","score":0.8109999895095825}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6371999979019165},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.6351000070571899},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6039999723434448},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5855000019073486},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4909999966621399},{"id":"https://openalex.org/C2986587452","wikidata":"https://www.wikidata.org/wiki/Q938438","display_name":"Statistical analysis","level":2,"score":0.35830000042915344},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3224000036716461},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.3190999925136566},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2619999945163727},{"id":"https://openalex.org/C2982736386","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Statistical learning","level":2,"score":0.26010000705718994},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25870001316070557}],"mesh":[],"locations_count":1,"locations":[{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031531048","doi":null,"is_oa":true,"landing_page_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","pdf_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:aleph.bib-bvb.de:BVB01-031531048","doi":null,"is_oa":true,"landing_page_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","pdf_url":"http://digitale-objekte.hbz-nrw.de/storage2/2021/03/29/file_17/9013674.pdf","source":null,"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W7051883554.pdf","grobid_xml":"https://content.openalex.org/works/W7051883554.grobid-xml"},"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2547038263","https://openalex.org/W7115938160","https://openalex.org/W7117116728","https://openalex.org/W2537722414","https://openalex.org/W4241837397","https://openalex.org/W3143836532","https://openalex.org/W7025032937","https://openalex.org/W7034075583","https://openalex.org/W7034603347","https://openalex.org/W6959757003"],"abstract_inverted_index":null,"counts_by_year":[{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3}],"updated_date":"2026-10-28T10:33:24.094632","created_date":"2025-10-10T00:00:00"}