Deep learning algorithms for classification of financial time series data

Stock trading markets are infamous for being unstable and complicated, and there is much enthusiasm by many to search for a dependable, unerring model that can be used to trade the stock markets. Long short-term memory (LSTM) networks are a variant of recurrent neural networks (RNN) and are effec...

Full description

Bibliographic Details
Main Author: Lim, Kai Wei
Other Authors: Ponnuthurai Nagaratnam Suganthan
Format: Final Year Project (FYP)
Language:English
Published: Nanyang Technological University 2020
Subjects:
Online Access:https://hdl.handle.net/10356/140312