78 citations · 97 across the 3 of their papers we have counts for
3 papers
q-fin.PM2022★ 1 cited
Metaheuristic Approach to Solve Portfolio Selection Problem
Taylan Kabbani
In this paper, a heuristic method based on TabuSearch and TokenRing Search is being used in order to solve the Portfolio Optimization Problem. The seminal mean-variance model of Ma…
q-fin.TR2022★ 78 cited
Deep Reinforcement Learning Approach for Trading Automation in The Stock Market
Taylan Kabbani, Ekrem Duman
Deep Reinforcement Learning (DRL) algorithms can scale to previously intractable problems. The automation of profit generation in the stock market is possible using DRL, by combini…
q-fin.ST2022★ 18 cited
Predicting The Stock Trend Using News Sentiment Analysis and Technical Indicators in Spark
Taylan Kabbani, Fatih Enes Usta
Predicting the stock market trend has always been challenging since its movement is affected by many factors. Here, we approach the future trend prediction problem as a machine lea…