{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,27]],"date-time":"2026-03-27T17:12:33Z","timestamp":1774631553356,"version":"3.50.1"},"reference-count":49,"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-nc-nd\/4.0\/"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Open J. Comput. Soc."],"published-print":{"date-parts":[[2024]]},"DOI":"10.1109\/ojcs.2024.3476378","type":"journal-article","created":{"date-parts":[[2024,10,8]],"date-time":"2024-10-08T17:48:33Z","timestamp":1728409713000},"page":"599-611","source":"Crossref","is-referenced-by-count":3,"title":["Polarity Classification of Low Resource Roman Urdu and Movie Reviews Sentiments Using Machine Learning-Based Ensemble Approaches"],"prefix":"10.1109","volume":"5","author":[{"ORCID":"https:\/\/orcid.org\/0009-0000-2476-0627","authenticated-orcid":false,"given":"Muhammad Ehtisham","family":"Hassan","sequence":"first","affiliation":[{"name":"Department of Data Science, Computer Engineering, Ghulam Ishaq Khan Institute, Swabi, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7352-3940","authenticated-orcid":false,"given":"Iffat","family":"Maab","sequence":"additional","affiliation":[{"name":"Digital Content and Media Sciences Research Division, National Institute of Informatics, Tokyo, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8276-8539","authenticated-orcid":false,"given":"Masroor","family":"Hussain","sequence":"additional","affiliation":[{"name":"Department of Data Science, Computer Engineering, Ghulam Ishaq Khan Institute, Swabi, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4793-6239","authenticated-orcid":false,"given":"Usman","family":"Habib","sequence":"additional","affiliation":[{"name":"Software Engineering Department, FAST School of Computing, National University of Computer &amp; Emerging Sciences, Islamabad, Pakistan"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2106-8907","authenticated-orcid":false,"given":"Yutaka","family":"Matsuo","sequence":"additional","affiliation":[{"name":"The University of Tokyo, Tokyo, Japan"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.102055"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2018.01.006"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.csl.2021.101224"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.knosys.2018.12.005"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2019.102141"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.04.038"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/ICACCI.2017.8125990"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICISCE.2017.96"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/IC4ME2.2018.8465606"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-019-09794-5"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-23281-8_1"},{"key":"ref12","first-page":"1310","article-title":"On the difficulty of training recurrent neural networks","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Pascanu","year":"2013"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01174-1_3"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-23943-5_16"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2020.102233"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.32604\/cmes.2022.019535"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3030885"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/app12052694"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.3390\/app12073641"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvoice.2017.11.002"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3150172"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1111\/exsy.12397"},{"issue":"3","key":"ref23","first-page":"26","article-title":"Approaches, tools and applications for sentiment analysis implementation","volume":"125","author":"Alessia","year":"2015","journal-title":"Int. J. Comput. Appl."},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-017-2904-0"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.ijar.2017.10.021"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3115\/1218955.1218990"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TSMCC.2011.2136334"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1038\/s41598-022-09381-9"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.4108\/eai.16-2-2021.168715"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3115\/1118108.1118117"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.dss.2012.05.028"},{"key":"ref32","volume-title":"Mastering Machine Learning With Scikit-Learn","author":"Hackeling","year":"2017"},{"issue":"3","key":"ref33","first-page":"2758","article-title":"A comparative study of TF*IDF, LSI and multi-words for text classification","volume-title":"Expert Syst. Appl.","volume":"38","author":"Zhang","year":"2011"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-019-08409-z"},{"issue":"7","key":"ref35","first-page":"15","article-title":"Automatic cancerous tissue classification using discrete wavelet transformation and support vector machine","volume":"6","author":"Ali","year":"2016","journal-title":"J. Basic Appl. Sci. Res."},{"issue":"9","key":"ref36","article-title":"A tweet sentiment classification approach using a hybrid stacked ensemble technique","volume-title":"Information","volume":"12","author":"Gaye","year":"2021"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/icactm.2019.8776800"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-540-30549-1_43"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2021.102798"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1093\/nar\/gkm217"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2021.115819"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/BF00058655"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1007\/BF00116037"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(05)80023-1"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/34.709601"},{"issue":"1","key":"ref46","first-page":"141","article-title":"Performing natural language processing on roman Urdu datasets","volume":"18","author":"Sharf","year":"2018","journal-title":"Int. J. Comput. Sci. Netw. Secur."},{"key":"ref47","first-page":"142","article-title":"Learning word vectors for sentiment analysis","volume-title":"Proc. 49th Annu. Meeting Assoc. Comput. Linguistics: Hum. Lang. Technol.","author":"Maas","year":"2011"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1186\/s13677-020-00162-1"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3069001"}],"container-title":["IEEE Open Journal of the Computer Society"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/8782664\/10375894\/10707202.pdf?arnumber=10707202","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,27]],"date-time":"2024-11-27T00:43:46Z","timestamp":1732668226000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10707202\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024]]},"references-count":49,"URL":"https:\/\/doi.org\/10.1109\/ojcs.2024.3476378","relation":{},"ISSN":["2644-1268"],"issn-type":[{"value":"2644-1268","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024]]}}}