{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,10]],"date-time":"2026-04-10T16:40:05Z","timestamp":1775839205325,"version":"3.50.1"},"reference-count":30,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,8,30]],"date-time":"2023-08-30T00:00:00Z","timestamp":1693353600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,8,30]],"date-time":"2023-08-30T00:00:00Z","timestamp":1693353600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009154","name":"University of Windsor","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009154","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,8,30]]},"DOI":"10.1109\/icac57885.2023.10275201","type":"proceedings-article","created":{"date-parts":[[2023,10,16]],"date-time":"2023-10-16T17:58:56Z","timestamp":1697479136000},"page":"1-6","source":"Crossref","is-referenced-by-count":2,"title":["Comparison of Prophet with Machine Learning Regression Models for Long and Short-Term Manufacturing Forecasting"],"prefix":"10.1109","author":[{"given":"Syeda Sitara","family":"Wishal Fatima","sequence":"first","affiliation":[{"name":"Mechanical, Automotive, and Materials Engineering University of Windsor,Windsor,ON,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Afshin","family":"Rahimi","sequence":"additional","affiliation":[{"name":"Mechanical, Automotive, and Materials Engineering University of Windsor,Windsor,ON,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Khizer","family":"Hayat","sequence":"additional","affiliation":[{"name":"Engineering Team IFIVEO Canada Inc.,Windsor,ON,Canada"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref13","article-title":"Statistical methods for machine learning: Discover how to transform data into knowledge with Python","author":"brownlee","year":"2018","journal-title":"Machine Learning Mastery"},{"key":"ref12","author":"ljung","year":"1998","journal-title":"System Identification"},{"key":"ref15","first-page":"2231","article-title":"A comparative study of training algorithms for supervised machine learning","volume":"2","author":"bhavsar","year":"0","journal-title":"International Journal of Soft Computing and Engineering (IJSCE)"},{"key":"ref14","author":"goodfellow","year":"2016","journal-title":"Deep Learning"},{"key":"ref30","author":"hyndman","year":"2016","journal-title":"Cross-validation for time series"},{"key":"ref11","author":"rafferty","year":"2021","journal-title":"Forecasting Time Series Data with Facebook Prophet"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1080\/00031305.2017.1380080"},{"key":"ref2","author":"box","year":"2015","journal-title":"Time Series Analysis Forecasting and Control"},{"key":"ref1","article-title":"Forecasting: principles and practice","author":"hyndman","year":"2018","journal-title":"Otexts"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2939672.2939785"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jjimei.2022.100058"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1023\/A:1010933404324"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-15035-8_108"},{"key":"ref24","article-title":"Catboost: unbiased boosting with categorical features","volume":"31","author":"prokhorenkova","year":"2018","journal-title":"Advances in neural information processing systems"},{"key":"ref23","article-title":"Lightgbm: A highly efficient gradient boosting decision tree","volume":"30","author":"ke","year":"2017","journal-title":"Advances in neural information processing systems"},{"key":"ref26","article-title":"Outliers in Statistical Data","author":"barnett","year":"1994","journal-title":"Wiley Series in Probability and Statistics"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.2307\/1266761"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2017.04.013"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIDS.2019.8862141"},{"key":"ref21","first-page":"267","article-title":"Regression shrinkage and selection via the lasso","volume":"58","author":"robert","year":"1994","journal-title":"Journal of the Royal Statistical Society Series B"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1214\/09-SS054"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.ins.2008.07.024"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.csda.2017.11.003"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.01.314"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/risks7010026"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2006.06.015"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.cageo.2022.105126"},{"key":"ref3","author":"waller","year":"2013","journal-title":"Data Science Predictive Analytics and Big Data A Revolution That Will Transform Supply Chain Design and Management"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1111\/joes.12429"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICRITO48877.2020.9197864"}],"event":{"name":"2023 28th International Conference on Automation and Computing (ICAC)","location":"Birmingham, United Kingdom","start":{"date-parts":[[2023,8,30]]},"end":{"date-parts":[[2023,9,1]]}},"container-title":["2023 28th International Conference on Automation and Computing (ICAC)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10275139\/10275143\/10275201.pdf?arnumber=10275201","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,11,6]],"date-time":"2023-11-06T18:58:10Z","timestamp":1699297090000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10275201\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,8,30]]},"references-count":30,"URL":"https:\/\/doi.org\/10.1109\/icac57885.2023.10275201","relation":{},"subject":[],"published":{"date-parts":[[2023,8,30]]}}}