{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,9,8]],"date-time":"2024-09-08T07:30:59Z","timestamp":1725780659052},"reference-count":17,"publisher":"IEEE","license":[{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,7,18]],"date-time":"2022-07-18T00:00:00Z","timestamp":1658102400000},"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":[[2022,7,18]]},"DOI":"10.1109\/iisa56318.2022.9904355","type":"proceedings-article","created":{"date-parts":[[2022,9,30]],"date-time":"2022-09-30T19:57:11Z","timestamp":1664567831000},"page":"1-5","source":"Crossref","is-referenced-by-count":2,"title":["Bitcoin Price Prediction and Automated Trading via LSTM Networks and Reinforcement Learning"],"prefix":"10.1109","author":[{"given":"Ioannis","family":"Ntourmas","sequence":"first","affiliation":[{"name":"University of Piraeus,Department of Informatics,Piraeus,Greece,18534"}]},{"given":"Dionisios","family":"Sotiropoulos","sequence":"additional","affiliation":[{"name":"University of Piraeus,Department of Informatics,Piraeus,Greece,18534"}]}],"member":"263","reference":[{"year":"0","author":"velankar","article-title":"Bitcoin price prediction using machine learning","key":"ref10"},{"year":"0","author":"mcnally","article-title":"Prediction the Price of Bitcoin Using Machine Learning","key":"ref11"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1109\/FSKD.2017.8393351"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.3390\/a13050121"},{"year":"0","author":"greaves","article-title":"Using the Bitcoin Transaction Graph to Predict the Price of Bitcoin","key":"ref14"},{"doi-asserted-by":"publisher","key":"ref15","DOI":"10.1109\/CCCS.2018.8586824"},{"doi-asserted-by":"publisher","key":"ref16","DOI":"10.1109\/IC3.2019.8844928"},{"year":"0","author":"azari","article-title":"Bitcoin Price Prediction: An ARIMA Approach","key":"ref17"},{"year":"0","author":"mittal","article-title":"AUTOMATED CRYPTOCURRENCIES PRICES PREDICTION USING MACHINE LEARNING","key":"ref4"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1109\/ICACSIS.2017.8355070"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1162\/neco.1997.9.8.1735"},{"doi-asserted-by":"publisher","key":"ref5","DOI":"10.1109\/ICCCBDA.2019.8725709"},{"doi-asserted-by":"publisher","key":"ref8","DOI":"10.1007\/s00521-021-06548-9"},{"doi-asserted-by":"publisher","key":"ref7","DOI":"10.1109\/72.279181"},{"year":"0","author":"jang","article-title":"An Empirical Study on Modeling and Prediction of Bitcoin Prices With Bayesian Neural Networks Based on Blockchain Information","key":"ref2"},{"year":"0","author":"molina","article-title":"Stock Trading with Recurrent Reinforcement Learning (RRL)","key":"ref1"},{"year":"0","author":"madan","article-title":"Automated Bitcoin Trading via Machine Learning Algorithms","key":"ref9"}],"event":{"name":"2022 13th International Conference on Information, Intelligence, Systems & Applications (IISA)","start":{"date-parts":[[2022,7,18]]},"location":"Corfu, Greece","end":{"date-parts":[[2022,7,20]]}},"container-title":["2022 13th International Conference on Information, Intelligence, Systems &amp; Applications (IISA)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9903994\/9904331\/09904355.pdf?arnumber=9904355","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,10,14]],"date-time":"2022-10-14T20:54:57Z","timestamp":1665780897000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9904355\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,7,18]]},"references-count":17,"URL":"https:\/\/doi.org\/10.1109\/iisa56318.2022.9904355","relation":{},"subject":[],"published":{"date-parts":[[2022,7,18]]}}}