Ontology highlight
ABSTRACT:
SUBMITTER: Stoean C
PROVIDER: S-EPMC6786832 | biostudies-literature | 2019
REPOSITORIES: biostudies-literature
Stoean Catalin C Paja Wiesław W Stoean Ruxandra R Sandita Adrian A
PloS one 20191010 10
Stock price prediction is a popular yet challenging task and deep learning provides the means to conduct the mining for the different patterns that trigger its dynamic movement. In this paper, the task is to predict the close price for 25 companies enlisted at the Bucharest Stock Exchange, from a novel data set introduced herein. Towards this scope, two traditional deep learning architectures are designed in comparison: a long short-memory network and a temporal convolutional neural model. Based ...[more]