{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,5,12]],"date-time":"2026-05-12T16:17:25Z","timestamp":1778602645069,"version":"3.51.4"},"reference-count":61,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/access.2025.3551307","type":"journal-article","created":{"date-parts":[[2025,3,14]],"date-time":"2025-03-14T13:55:22Z","timestamp":1741960522000},"page":"53621-53639","source":"Crossref","is-referenced-by-count":24,"title":["A Dual Output Temporal Convolutional Network With Attention Architecture for Stock Price Prediction and Risk Assessment"],"prefix":"10.1109","volume":"13","author":[{"ORCID":"https:\/\/orcid.org\/0009-0005-9139-3261","authenticated-orcid":false,"given":"Arindam Kishor","family":"Biswas","sequence":"first","affiliation":[{"name":"Master’s in Business Analytics, University of the Cumberlands, Williamsburg, KY, USA"}]},{"given":"Md Shariful Alam","family":"Bhuiyan","sequence":"additional","affiliation":[{"name":"Ketner School of Business, Trine University, Angola, MI, USA"}]},{"ORCID":"https:\/\/orcid.org\/0009-0001-7390-3046","authenticated-orcid":false,"given":"Md Nazmul Hossain","family":"Mir","sequence":"additional","affiliation":[{"name":"Master of Science in Cybersecurity, Washington University of Science and Technology, Alexandria, VA, USA"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4308-8527","authenticated-orcid":false,"given":"Ashifur","family":"Rahman","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, Bangladesh University of Business and Technology (BUBT), Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-5738-1631","authenticated-orcid":false,"given":"M. F.","family":"Mridha","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, American International University-Bangladesh, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8676-6338","authenticated-orcid":false,"given":"Md Rashedul","family":"Islam","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Engineering, University of Asia Pacific, Dhaka, Bangladesh"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0030-3859","authenticated-orcid":false,"given":"Yutaka","family":"Watanobe","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, The University of Aizu, Aizuwakamatsu, Japan"}]}],"member":"263","reference":[{"issue":"1","key":"ref1","article-title":"Ai-driven predictive analytics in finance: Transforming risk assessment and decision-making","volume":"7","author":"Javaid","year":"2024","journal-title":"Adv. Comput. Sci."},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.62304\/jbedpm.v3i4.148"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2020.08.019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2021.02.046"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2869225"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/fi15080255"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/app13031429"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-6636-0_23"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3399548"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.47738\/jdmdc.v1i1.1"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2019.2935504"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2021.3077537"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/s00500-020-04954-0"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.03.011"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2021.111379"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2020.3004284"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/ijfs7020026"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.cosrev.2019.08.001"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106384"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106181"},{"key":"ref22","article-title":"Forecasting gold price returns: A time series analysis","author":"Cansu","year":"2023"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/COMPSAC61105.2024.00038"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.3390\/machines12060380"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/I2CT51068.2021.9418057"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1155\/2014\/614342"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICAC51239.2020.9357288"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1080\/03610918.2018.1458138"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/UKSim.2014.67"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.12.028"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.3390\/info11060332"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1734\/1\/012058"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ITT51279.2020.9320871"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/MIUCC55081.2022.9781756"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/s11063-020-10400-x"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-981-16-3915-9_10"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"351","DOI":"10.1007\/978-1-4471-7452-3_12","article-title":"Recurrent neural networks","volume-title":"Neural Networks and Statistical Learning","author":"Du","year":"2019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1162\/neco.1997.9.8.1735"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-09179-4"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-021-10579-8"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-023-09369-0"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.3390\/math11030590"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120346"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.32996\/jbms.2024.6.2.9"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3452426"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1117\/12.2682556"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3671151.3671336"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1049\/gtd2.12798"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1016\/j.procs.2022.01.149"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1145\/3308560.3317701"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s00521-021-05958-z"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.3390\/electronics11101516"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1016\/j.ipm.2023.103358"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.2991\/978-94-6463-198-2_59"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.3390\/agriculture12020256"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.jfranklin.2019.01.046"},{"issue":"6","key":"ref57","first-page":"272","article-title":"Neural models of demands for electricity-prediction and risk assessment","volume":"88","author":"Protasiewicz","year":"2012","journal-title":"Elect. Rev."},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCIA49625.2020.00010"},{"key":"ref59","article-title":"Stock prices of mastercard and visa (2008\u20132024): Comprehensive historical data for financial analysis and market research","author":"Contributor","year":"2024"},{"key":"ref60","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref61","article-title":"2019\u20132024 us stock market data: 5-year trends in crypto, stocks, metals, and energy markets","author":"Kumar","year":"2023"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/10820123\/10926189.pdf?arnumber=10926189","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,7,16]],"date-time":"2025-07-16T17:40:29Z","timestamp":1752687629000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10926189\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/access.2025.3551307","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}