{"id":"https://openalex.org/W4213344775","doi":"https://doi.org/10.1007/s42979-021-01000-0","title":"Forecasting ATM Cash Demand Before and During the COVID-19 Pandemic Using an Extensive Evaluation of Statistical and Machine Learning Models","display_name":"Forecasting ATM Cash Demand Before and During the COVID-19 Pandemic Using an Extensive Evaluation of Statistical and Machine Learning Models","publication_year":2022,"publication_date":"2022-02-15","ids":{"openalex":"https://openalex.org/W4213344775","doi":"https://doi.org/10.1007/s42979-021-01000-0","pmid":"https://pubmed.ncbi.nlm.nih.gov/35194582"},"language":"en","primary_location":{"id":"doi:10.1007/s42979-021-01000-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-01000-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-01000-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"bronze","oa_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-01000-0.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010590227","display_name":"Alireza Fallahtafti","orcid":null},"institutions":[{"id":"https://openalex.org/I83328450","display_name":"Miami University","ror":"https://ror.org/05nbqxr67","country_code":"US","type":"education","lineage":["https://openalex.org/I83328450"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Alireza Fallahtafti","raw_affiliation_strings":["Department of Information Systems and Analytics, Farmer School of Business, Miami University, Oxford, OH 45056 USA","Department of Information Systems and Analytics, Farmer School of Business, Miami University, Oxford, OH, 45056, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Systems and Analytics, Farmer School of Business, Miami University, Oxford, OH 45056 USA","institution_ids":["https://openalex.org/I83328450"]},{"raw_affiliation_string":"Department of Information Systems and Analytics, Farmer School of Business, Miami University, Oxford, OH, 45056, USA","institution_ids":["https://openalex.org/I83328450"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5041776081","display_name":"Mohammadreza Aghaaminiha","orcid":"https://orcid.org/0000-0003-4748-3823"},"institutions":[{"id":"https://openalex.org/I4210106879","display_name":"Ohio University","ror":"https://ror.org/01jr3y717","country_code":"US","type":"education","lineage":["https://openalex.org/I4210106879"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Mohammadreza Aghaaminiha","raw_affiliation_strings":["Department of Chemical Biomolecular Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","Department of Chemical Biomolecular Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Chemical Biomolecular Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","institution_ids":["https://openalex.org/I4210106879"]},{"raw_affiliation_string":"Department of Chemical Biomolecular Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA","institution_ids":["https://openalex.org/I4210106879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017476085","display_name":"Sara Akbarghanadian","orcid":null},"institutions":[{"id":"https://openalex.org/I4210106879","display_name":"Ohio University","ror":"https://ror.org/01jr3y717","country_code":"US","type":"education","lineage":["https://openalex.org/I4210106879"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Sara Akbarghanadian","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","institution_ids":["https://openalex.org/I4210106879"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA","institution_ids":["https://openalex.org/I4210106879"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070711605","display_name":"Gary R. Weckman","orcid":"https://orcid.org/0000-0002-2445-4934"},"institutions":[{"id":"https://openalex.org/I4210106879","display_name":"Ohio University","ror":"https://ror.org/01jr3y717","country_code":"US","type":"education","lineage":["https://openalex.org/I4210106879"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Gary R. Weckman","raw_affiliation_strings":["Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA"],"raw_orcid":"https://orcid.org/0000-0002-2445-4934","affiliations":[{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH 45701 USA","institution_ids":["https://openalex.org/I4210106879"]},{"raw_affiliation_string":"Department of Industrial and Systems Engineering, Russ College of Engineering and Technology, Ohio University, Athens, OH, 45701, USA","institution_ids":["https://openalex.org/I4210106879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5070711605"],"corresponding_institution_ids":["https://openalex.org/I4210106879"],"apc_list":{"value":2890,"currency":"USD","value_usd":2890},"apc_paid":null,"fwci":1.7975,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.84924913,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"3","issue":"2","first_page":"164","last_page":"164"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11326","display_name":"Stock Market Forecasting Methods","score":0.607699990272522,"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":0.607699990272522,"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/T11918","display_name":"Forecasting Techniques and Applications","score":0.09809999912977219,"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/T11711","display_name":"COVID-19 Pandemic Impacts","score":0.05739999935030937,"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/autoregressive-integrated-moving-average","display_name":"Autoregressive integrated moving average","score":0.8744755983352661},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6694177985191345},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.6466130018234253},{"id":"https://openalex.org/keywords/econometrics","display_name":"Econometrics","score":0.5204480290412903},{"id":"https://openalex.org/keywords/demand-forecasting","display_name":"Demand forecasting","score":0.5170760154724121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4898378551006317},{"id":"https://openalex.org/keywords/cash","display_name":"Cash","score":0.4844355881214142},{"id":"https://openalex.org/keywords/volatility","display_name":"Volatility (finance)","score":0.4838922917842865},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4671803116798401},{"id":"https://openalex.org/keywords/time-series","display_name":"Time series","score":0.43731021881103516},{"id":"https://openalex.org/keywords/autoregressive-model","display_name":"Autoregressive model","score":0.42834991216659546},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.38521701097488403},{"id":"https://openalex.org/keywords/operations-research","display_name":"Operations research","score":0.26801490783691406},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.1800876259803772},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1441948413848877},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.10388892889022827}],"concepts":[{"id":"https://openalex.org/C24338571","wikidata":"https://www.wikidata.org/wiki/Q2566298","display_name":"Autoregressive integrated moving average","level":3,"score":0.8744755983352661},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6694177985191345},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.6466130018234253},{"id":"https://openalex.org/C149782125","wikidata":"https://www.wikidata.org/wiki/Q160039","display_name":"Econometrics","level":1,"score":0.5204480290412903},{"id":"https://openalex.org/C193809577","wikidata":"https://www.wikidata.org/wiki/Q3409300","display_name":"Demand forecasting","level":2,"score":0.5170760154724121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4898378551006317},{"id":"https://openalex.org/C2778083465","wikidata":"https://www.wikidata.org/wiki/Q693464","display_name":"Cash","level":2,"score":0.4844355881214142},{"id":"https://openalex.org/C91602232","wikidata":"https://www.wikidata.org/wiki/Q756115","display_name":"Volatility (finance)","level":2,"score":0.4838922917842865},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4671803116798401},{"id":"https://openalex.org/C151406439","wikidata":"https://www.wikidata.org/wiki/Q186588","display_name":"Time series","level":2,"score":0.43731021881103516},{"id":"https://openalex.org/C159877910","wikidata":"https://www.wikidata.org/wiki/Q2202883","display_name":"Autoregressive model","level":2,"score":0.42834991216659546},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.38521701097488403},{"id":"https://openalex.org/C42475967","wikidata":"https://www.wikidata.org/wiki/Q194292","display_name":"Operations research","level":1,"score":0.26801490783691406},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.1800876259803772},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1441948413848877},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.10388892889022827},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s42979-021-01000-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-01000-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-01000-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},{"id":"pmid:35194582","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35194582","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN computer science","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:8853245","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/8853245","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"SN Comput Sci","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.1007/s42979-021-01000-0","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s42979-021-01000-0","pdf_url":"https://link.springer.com/content/pdf/10.1007/s42979-021-01000-0.pdf","source":{"id":"https://openalex.org/S4210174798","display_name":"SN Computer Science","issn_l":"2661-8907","issn":["2661-8907","2662-995X"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319965","host_organization_name":"Springer Nature","host_organization_lineage":["https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Nature"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"SN Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.8399999737739563,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4213344775.pdf","grobid_xml":"https://content.openalex.org/works/W4213344775.grobid-xml"},"referenced_works_count":35,"referenced_works":["https://openalex.org/W25059716","https://openalex.org/W190147199","https://openalex.org/W988335224","https://openalex.org/W1583309649","https://openalex.org/W1966676388","https://openalex.org/W1975794540","https://openalex.org/W1985377234","https://openalex.org/W1991898226","https://openalex.org/W1996862194","https://openalex.org/W2000765441","https://openalex.org/W2014928429","https://openalex.org/W2067688816","https://openalex.org/W2080819414","https://openalex.org/W2086034862","https://openalex.org/W2089523953","https://openalex.org/W2144212877","https://openalex.org/W2162123965","https://openalex.org/W2170681242","https://openalex.org/W2172064003","https://openalex.org/W2337938457","https://openalex.org/W2743003626","https://openalex.org/W2750973274","https://openalex.org/W2783395064","https://openalex.org/W2794778778","https://openalex.org/W2890376446","https://openalex.org/W2898909450","https://openalex.org/W2903137905","https://openalex.org/W2913280151","https://openalex.org/W2921404182","https://openalex.org/W3022643593","https://openalex.org/W3025481510","https://openalex.org/W3035130140","https://openalex.org/W3132782787","https://openalex.org/W3193379702","https://openalex.org/W6680962578"],"related_works":["https://openalex.org/W4362597605","https://openalex.org/W1574414179","https://openalex.org/W4297676672","https://openalex.org/W3009056573","https://openalex.org/W2922073769","https://openalex.org/W4281702477","https://openalex.org/W2490526372","https://openalex.org/W4376166922","https://openalex.org/W4378510483","https://openalex.org/W4221142204"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":4}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
