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Reinforcement Learning for Financial Portfolio Management: A study of Neural Networks for Reinforcement Learning on currency exchange market
(2021)
Portfolio management is the process of continually reallocating funds into financial instruments, aiming to maximize the return. This paper presents a Reinforcement Learning framework where an agent interacts with the ...
How can financial institutions more efficiently prevent credit-card fraud and AML using AI and machine learning technologies?
(2021)
As society and payments are getting increasingly digitized and most of financial transactions are done by credit-card or wire-transfer, the focus on financial crime, fraud and Anti-Money Laundering is becoming a focus point ...
Transforming musical audio data into visual art : a study of machine learning methods to simulate Wassily Kandinsky’s process of creating visual art from sounds
(2022)
Data is used in nearly all aspects of life, and is becoming more and more advanced. There are machine learning models and algorithms used in advancing human life, in modifying behaviour, and protecting data from harm. This ...
Car sales analysis in the Nordic Countries
(2023)
Sales forecasting is an essential component of business intelligence and, artificial intelligence and predictive analytics are now essential tools for companies to predict market trends and forecast sales volumes.
In ...