yldrm et al financ innov 2021 7 1 financial innovation https doi org 10 1186 s40854 020 00220 2 research open access forecasting directional movement of forex data using lstm ...
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...Yldrm et al financ innov financial innovation https doi org s research open access forecasting directional movement of forex data using lstm with technical and macroeconomic indicators deniz can ismail hakk toroslu ugo fiore correspondence abstract ceng metu edu tr department computer foreign exchange is a special market that entails both high risks engineering middle east profit opportunities for traders it also very simple since university ankara turkey by just predicting the direction rate between two currencies full list author information however incorrect predictions in may cause much higher losses than other available at end typical markets prediction requirement makes problem article quite different from time series problems this work we used popular deep learning tool called long short term memory which has been shown to be effective many make utilized sets namely macroeco nomic indicator world fundamental analysis are main techniques they use those respectively our proposed h...