Autonomous self-evolving forecasting models for price movement in high frequency trading: Evidence from Taiwan
Author:
Affiliation:
1. Department of Computer Science and Information Engineering, National University of Kaohsiung, Nanzih District, Kaohsiung, Taiwan
2. Department of Information Management, Ming Chuan University, Taipei 111, Taiwan
Abstract
Publisher
IOS Press
Subject
Artificial Intelligence,Computer Vision and Pattern Recognition,Theoretical Computer Science
Reference39 articles.
1. Introduction to financial forecasting;Abu-Mostafa;Applied Intelligence,1996
2. A hybrid approach based on neural networks and genetic algorithms for detecting temporal patterns in stock markets;Kim;Applied Soft Computing,2007
3. A. Tsantekidis et al., Forecasting stock prices from the limit order book using convolutional neural networks, in: Proceedings of the 2017 IEEE 19th Conference on Business Informatics (CBI), Thessaloniki, 2017, pp. 7–12.
4. Will high-frequency trading practices transform the financial markets in the Asia Pacific Region;Kauffman;Financial Innovation,2015
5. Statistical theory of the continuous double auction;Smith;Quantitative Finance,2003
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