Sector influence aware stock trend prediction using 3D convolutional neural network

Sector influence aware stock trend prediction using 3D convolutional neural network

Stock price prediction is a difficult task. This article takes on this challenge and proposes a 3D Convolutional Neural Network based approach to classify the directional trends in a stock’s price. To do that, five companies from a sector are grouped together, and the overall trend in each is predic...

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Bibliographic Details
Main Authors: Siddhant Sinha, Shambhavi Mishra, Vipul Mishra, Tanveer Ahmed
Format: Article
Language:English
Published: Elsevier 2022-04-01
Series:Journal of King Saud University: Computer and Information Sciences
Subjects:
Stock trend classification
Deep learning
Trading
Convolutional neural network
Technical indicators
Ensemble learning
Online Access:http://www.sciencedirect.com/science/article/pii/S1319157822000416

Internet

http://www.sciencedirect.com/science/article/pii/S1319157822000416

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