Essays about: "Kiar Fatah"

Found 2 essays containing the words Kiar Fatah.

1. 1. Hierarchical Portfolio Allocation with Community Detection

   University essay from KTH/Matematik (Avd.)

   Author : Kiar Fatah; Taariq Nazar; [2022]
   Keywords : Portfolio Allocation; Hierarchical Clustering; Graph Theory; Community Detection; Modern Portfolio Theory; Portföljallokering; Hierarkisk klustring; Grafteori; Community Detection; Modern Portföljteori;

   Abstract : Traditionally, practitioners use modern portfolio theory to invest optimally. Its appeal lies in its mathematical simplicity and elegance. However, despite its beauty, the theory it is plagued with many problems, which are in combination called the Markowitz curse. READ MORE

3. 2. Stock Market Prediction With Deep Learning

   University essay from KTH/Skolan för elektroteknik och datavetenskap (EECS)

   Author : Kiar Fatah; Taariq Nazar; [2020]
   Keywords : Stock Market Prediction; Time Series Analy-sis; Long Short Term Memory; Principal Component Analysis; Transfer Learning;

   Abstract : Due to the unpredictability of the stock market,forecasting stock prices is a challenging task. In this project,we will investigate the performance of the machine learningalgorithm LSTM for stock market prediction. The algorithmwill be based only on historical numerical data and technicalindicators for IBM and FORD. READ MORE