{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T18:42:47Z","timestamp":1775068967323,"version":"3.50.1"},"reference-count":48,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2024,1,1]],"date-time":"2024-01-01T00:00:00Z","timestamp":1704067200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"name":"Artificial Intelligence and Computer Science Laboratory funded by National Funds through the FCT\/MCTES","award":["UIDB\/00027\/2020"],"award-info":[{"award-number":["UIDB\/00027\/2020"]}]},{"name":"Centro ALGORITMI","award":["UIDB\/00319\/2020"],"award-info":[{"award-number":["UIDB\/00319\/2020"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/access.2024.3509022","type":"journal-article","created":{"date-parts":[[2024,11,29]],"date-time":"2024-11-29T18:57:03Z","timestamp":1732906623000},"page":"182296-182309","source":"Crossref","is-referenced-by-count":3,"title":["Using Machine Learning to Predict Wine Quality and Prices: A Demonstrative Case Using a Large Tabular Database"],"prefix":"10.1109","volume":"12","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-3476-364X","authenticated-orcid":false,"given":"Diogo","family":"Oliveira Moreira","sequence":"first","affiliation":[{"name":"Faculty of Engineering, University of Porto, Porto, Portugal"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4709-1718","authenticated-orcid":false,"given":"Lu\u00eds","family":"Paulo Reis","sequence":"additional","affiliation":[{"name":"LIACC\/LASI—Artificial Intelligence and Computer Science Laboratory, Faculty of Engineering, University of Porto, Porto, Portugal"}]},{"given":"Paulo","family":"Cortez","sequence":"additional","affiliation":[{"name":"Department of Information Systems, ALGORITMI\/LASI, University of Minho, Guimarães, Portugal"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Wine Report 2020","year":"2020"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2017.22"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2017.18"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1093\/acref\/9780198609902.001.0001"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1017\/S1931436100001449"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2016.1"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1080\/09571260500053608"},{"key":"ref8","volume-title":"Hedonic Pricing","author":"Hargrave","year":"2021"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2009.05.016"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/j.1475-4932.1995.tb01870.x"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1111\/j.1468-0297.2008.02148.x"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2015.17"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/fermentation4040084"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1080\/00036846.2018.1472740"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2019.41"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1684\/1\/012067"},{"key":"ref17","first-page":"11","article-title":"Wine quality analysis using machine learning algorithms","volume-title":"Micro-Electronics and Telecommunication Engineering","author":"Gupta","year":"2020"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1504\/ijsami.2021.118129"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/foods11193072"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.5815\/ijisa.2022.05.04"},{"key":"ref21","volume-title":"Predicting wine prices from wine labels","author":"Ray","year":"2012"},{"key":"ref22","volume-title":"Classification on wine informatics","author":"Le","year":"2015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.18201\/ijisae.265954"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/FSKD.2017.8392918"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ASONAM.2018.8508776"},{"issue":"2","key":"ref26","first-page":"25","article-title":"Wine quality classification with multilayer perceptron","volume":"10","author":"Agrawal","year":"2018","journal-title":"Int. J. Internet, Broadcast. Commun. (IJIBC)"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.23919\/ICACT.2018.8323674"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.26599\/BDMA.2019.9020014"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1017\/jwe.2020.16"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-13-7403-6_23"},{"issue":"5","key":"ref31","article-title":"Identification of appropriate machine learning algorithm to predict wine quality","volume":"5","author":"Korade","year":"2021","journal-title":"Int. J. Sci. Res. Eng. Manage."},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.matpr.2021.02.229"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.9781\/ijimai.2021.04.006"},{"issue":"1","key":"ref34","article-title":"Quality prediction for wine using machine learning","volume":"12","author":"Rao","year":"2022","journal-title":"UGC Care Group I Listed J."},{"key":"ref35","volume-title":"Application of machine learning to predict quality of Portuguese wine based on sensory preferences","author":"do Nascimento","year":"2022"},{"key":"ref36","article-title":"Prediction of red wine quality using one-dimensional convolutional neural networks","author":"Di","year":"2022","journal-title":"arXiv:2208.14008"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.mlwa.2022.100261"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ASIANCON55314.2022.9908870"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.rico.2023.100219"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.11591\/ijai.v12.i2.pp747-754"},{"key":"ref41","volume-title":"About Vivino","year":"2024"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1111\/j.1467-9353.2008.00422.x"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1023\/B:STCO.0000035301.49549.88"},{"issue":"4","key":"ref44","first-page":"43","article-title":"Another look at forecast-accuracy metrics for intermittent demand","volume":"4","author":"Hyndman","year":"2006","journal-title":"Foresight, Int. J. Appl. Forecasting"},{"key":"ref45","first-page":"43","article-title":"Regression error characteristic curves","volume-title":"Proc. 20th Int. Conf. Mach. Learn. (ICML)","author":"Bi"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10275-5"},{"issue":"1","key":"ref47","first-page":"3133","article-title":"Do we need hundreds of classifiers to solve real world classification problems?","volume":"15","author":"Delgado","year":"2014","journal-title":"J. Mach. Learn. Res."},{"key":"ref48","first-page":"4765","article-title":"A unified approach to interpreting model predictions","volume-title":"Proc. Annu. Conf. Neural Inf. Process. Syst.","author":"Lundberg"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10380310\/10771775.pdf?arnumber=10771775","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,12,12]],"date-time":"2024-12-12T06:43:02Z","timestamp":1733985782000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10771775\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":48,"URL":"https:\/\/doi.org\/10.1109\/access.2024.3509022","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}