{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,7]],"date-time":"2026-03-07T19:02:43Z","timestamp":1772910163632,"version":"3.50.1"},"reference-count":18,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825870","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"6894-6903","source":"Crossref","is-referenced-by-count":1,"title":["Stock Movement Prediction Using Mamba And Ensemble Learning"],"prefix":"10.1109","author":[{"given":"Halil \u0130brahim","family":"Akg\u00fcn","sequence":"first","affiliation":[{"name":"TOBB University,Department of Computer Engineering,Ankara,Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ahmet Murat","family":"\u00d6zbayo\u011flu","sequence":"additional","affiliation":[{"name":"TOBB University,Department of Computer Engineering,Ankara,Turkey"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","author":"Shi","year":"2024","journal-title":"MambaStock: Selective state space model for stock prediction"},{"issue":"2","key":"ref2","first-page":"383","volume":"25","author":"Fama","year":"1970","journal-title":"Efficient Capital Markets, Journal of Finance"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1023\/A:1022627411411"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/5.726791"},{"key":"ref5","volume-title":"Long Short-term Memory. Neural Computation","author":"Hochreiter","year":"1997"},{"key":"ref6","article-title":"Attention is all you need","author":"Vaswani","year":"2017","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106181"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2020.106384"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2018.04.024"},{"key":"ref10","article-title":"On the difficulty of training recurrent neural networks","author":"Pascanu","year":"2013"},{"key":"ref11","author":"Bahdanau","year":"2014","journal-title":"Neural machine translation by jointly learning to align and translate"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1115\/1.3662552"},{"key":"ref13","article-title":"Efficiently modeling long sequences with structured state spaces","author":"Gu","year":"2021"},{"key":"ref14","volume-title":"Modeling Sequences with Structured State Spaces","author":"Gu","year":"2023"},{"key":"ref15","first-page":"1474","article-title":"Hippo: Recurrent memory with optimal polynomial projections","volume":"33","author":"Gu","year":"2020","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref16","article-title":"Simplified state space layers for sequence modeling","author":"Smith","year":"2022"},{"key":"ref17","article-title":"Mamba: Linear-time sequence modeling with selective state spaces","author":"Gu","year":"2023"},{"key":"ref18","author":"Fu","year":"2022","journal-title":"Hungry hungry hippos: Towards language modeling with state space models"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","location":"Washington, DC, USA","start":{"date-parts":[[2024,12,15]]},"end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825870.pdf?arnumber=10825870","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T08:30:14Z","timestamp":1737102614000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825870\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":18,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825870","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}