333 citations · 608 across the 18 of their papers we have counts for
8 papers · 1 filter
Clustering and attention model based for intelligent trading
Mimansa Rana, Nanxiang Mao, Ming Ao +3
The foreign exchange market has taken an important role in the global financial market. While foreign exchange trading brings high-yield opportunities to investors, it also brings…
Feature importance recap and stacking models for forex price prediction
Yunze Li, Yanan Xie, Chen Yu +3
Forex trading is the largest market in terms of qutantitative trading. Traditionally, traders refer to technical analysis based on the historical data to make decisions and trade.…
Text Mining of Stocktwits Data for Predicting Stock Prices
Mukul Jaggi, Priyanka Mandal, Shreya Narang +2
Stock price prediction can be made more efficient by considering the price fluctuations and understanding the sentiments of people. A limited number of models understand financial…
A Survey of Forex and Stock Price Prediction Using Deep Learning
Zexin Hu, Yiqi Zhao, Matloob Khushi
The prediction of stock and foreign exchange (Forex) had always been a hot and profitable area of study. Deep learning application had proven to yields better accuracy and return i…
Feature Learning for Stock Price Prediction Shows a Significant Role of Analyst Rating
Jaideep Singh, Matloob Khushi
To reject the Efficient Market Hypothesis a set of 5 technical indicators and 23 fundamental indicators was identified to establish the possibility of generating excess returns on…
Wavelet Denoised-ResNet CNN and LightGBM Method to Predict Forex Rate of Change
Yiqi Zhao, Matloob Khushi
Foreign Exchange (Forex) is the largest financial market in the world. The daily trading volume of the Forex market is much higher than that of stock and futures markets. Therefore…
Event-Driven LSTM For Forex Price Prediction
Ling Qi, Matloob Khushi, Josiah Poon
The majority of studies in the field of AI guided financial trading focus on purely applying machine learning algorithms to continuous historical price and technical analysis data.…
GA-MSSR: Genetic Algorithm Maximizing Sharpe and Sterling Ratio Method for RoboTrading
Zezheng Zhang, Matloob Khushi
Foreign exchange is the largest financial market in the world, and it is also one of the most volatile markets. Technical analysis plays an important role in the forex market and t…