{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,7,20]],"date-time":"2025-07-20T04:33:57Z","timestamp":1752986037321,"version":"3.28.0"},"reference-count":36,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T00:00:00Z","timestamp":1702512000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,12,14]],"date-time":"2023-12-14T00:00:00Z","timestamp":1702512000000},"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":[[2023,12,14]]},"DOI":"10.1109\/bcd57833.2023.10466319","type":"proceedings-article","created":{"date-parts":[[2024,3,19]],"date-time":"2024-03-19T18:11:47Z","timestamp":1710871907000},"page":"162-169","source":"Crossref","is-referenced-by-count":2,"title":["Hyper Parameter Classification on Deep Learning Model for Cryptocurrency Price Prediction"],"prefix":"10.1109","author":[{"given":"Jongyeop","family":"Kim","sequence":"first","affiliation":[{"name":"Georgia Southern University,Department of Information Technology,Statesboro,GA,U.S.A"}]},{"given":"Jongho","family":"Seol","sequence":"additional","affiliation":[{"name":"Middle Georgia State University,Department of Information Technology,Macon,GA,U.S.A"}]},{"given":"Tasnim Akter","family":"Onisha","sequence":"additional","affiliation":[{"name":"Georgia Southern University,Department of Information Technology,Statesboro,GA,U.S.A"}]},{"given":"Yiming","family":"Ji","sequence":"additional","affiliation":[{"name":"Georgia Southern University,Department of Information Technology,Statesboro,GA,U.S.A"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MC.2017.3571064"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TEM.2019.2948861"},{"volume-title":"Mastering Bitcoin: Unlocking Digital Cryptocurrencies","year":"2015","author":"Antonopoulos","key":"ref3"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.5493"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3177888"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.3390\/ai2040030"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.3390\/a13050121"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1016\/j.buildenv.2022.109536"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/fractalfract7020203"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CITSM52892.2021.9588947"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.3390\/computers11110167"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/MACS48846.2019.9024772"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/a15070230"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/JSYST.2019.2927707"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2022.116804"},{"article-title":"A Comparison between ARIMA, LSTM, and GRU for Time Series Forecasting","volume-title":"ACAI 2019: 2019 2nd International Conference on Algorithms, Computing and Artificial Intelligence","author":"Peter","key":"ref16"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.3390\/electronics10030287"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-31353-0_5"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/SANER50967.2021.00091"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/icassp.2013.6638947"},{"article-title":"Sequence to sequence learning with Neural Networks","year":"2014a","author":"Sutskever","key":"ref21"},{"article-title":"Character-level convolutional networks for text classification","year":"2016","author":"Zhang","key":"ref22"},{"article-title":"Attention is all you need","year":"2023","author":"Vaswani","key":"ref23"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-642-24797-2_4"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.5555\/3042817.3043083"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/SoutheastCon51012.2023.10115167"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.18653\/v1\/P19-1285"},{"article-title":"Tensorflow: Large-scale machine learning on heterogeneous distributed systems","year":"2016","author":"Abadi","key":"ref29"},{"issue":"1","key":"ref30","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"Srivastava","year":"2014","journal-title":"The journal of machine learning research"},{"key":"ref31","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","volume-title":"international conference on machine learning","author":"Gal"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/3-540-49430-8_3"},{"volume-title":"Deep learning","year":"2016","author":"Goodfellow","key":"ref33"},{"article-title":"Illustrated Guide to LSTMs and GRUs: A step by Step explanation","year":"2018","author":"Phi","key":"ref34"},{"article-title":"Understanding lstm networks","year":"2015","author":"Olah","key":"ref35"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1201\/9781003107026-5"}],"event":{"name":"2023 IEEE\/ACIS 8th International Conference on Big Data, Cloud Computing, and Data Science (BCD)","start":{"date-parts":[[2023,12,14]]},"location":"Hochimin City, Vietnam","end":{"date-parts":[[2023,12,16]]}},"container-title":["2023 IEEE\/ACIS 8th International Conference on Big Data, Cloud Computing, and Data Science (BCD)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10466269\/10466270\/10466319.pdf?arnumber=10466319","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,3,26]],"date-time":"2024-03-26T15:53:58Z","timestamp":1711468438000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10466319\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,12,14]]},"references-count":36,"URL":"https:\/\/doi.org\/10.1109\/bcd57833.2023.10466319","relation":{},"subject":[],"published":{"date-parts":[[2023,12,14]]}}}