Sökning: "Financial Artificial Markets"

Visar resultat 1 - 5 av 24 uppsatser innehållade orden Financial Artificial Markets.

1. 1. Stock Price Predictions for FAANG Companies Using Machine Learning Models

   Kandidat-uppsats, Lunds universitet/Statistiska institutionen

   Författare :Hugo Dahlquist; Fredrik Fourong; [2024]
   Nyckelord :Random Forest; Artificial Neural Networks; Stock prices; Predictions.; Mathematics and Statistics;

   Sammanfattning : The financial industry is one of the highest grossing sectors in the world as it is estimated to represent 24\% of the global economy. As most companies want their asset value to increase, it is of high interest to make good investments which will increase in either the short or long run. LÄS MER

3. 2. An Artificial Neural Network Approach to Algorithmic Trading

   Master-uppsats, Lunds universitet/Matematisk statistik

   Författare :Timmie Bengtsson; [2023]
   Nyckelord :Financial Markets; Machine Learning; Long Short-Term Memory; Gated Recurrent Unit; Recurrent Neural Networks; Time Series Analysis; Algorithmic Trading; Mathematics and Statistics;

   Sammanfattning : The field of machine learning has advanced significantly in recent decades, and, at the same time, computational power has improved to the point where training large machine learning models, such as artificial neural networks, is now accessible. Consequently, there has been a rise in the use of these models within the financial sector, with some firms leveraging them to assist with investment decisions. LÄS MER

4. 3. Artificial Intelligence for Option Pricing

   Master-uppsats, Göteborgs universitet/Institutionen för matematiska vetenskaper

   Författare :Emil Hietanen; [2022-06-19]
   Nyckelord :Options; calls; puts; pricing; artificial neural networks; models; volatility; comparison;

   Sammanfattning : This thesis addresses the issue of vulnerable underlying assumptions used in option pricing methodology. More precisely; underlying assumptions made on the financial assets and markets make option pricing theory vulnerable to changes in the financial framework. LÄS MER

5. 4. Entrepreneurial Ecosystem Challenges for AI Startups Internationalization : Evidence from Emerging Markets Case Studies

   Master-uppsats, Linnéuniversitetet/Institutionen för marknadsföring (MF)

   Författare :Hansika Dahanayake; Claudia Bih Muna; [2022]
   Nyckelord :Internationalization Process; AI Startups; Startups; Entrepreneurial Ecosystem; Social Entrepreneurial Ecosystem; Material Entrepreneurial Ecosystem; Cultural Entrepreneurial Ecosystem; Africa; South Africa; Nigeria;

   Sammanfattning : The process of internationalization may be more difficult for emerging markets' artificial intelligence startups (AI startups) due to several challenges. These challenges include weak institutions, limited financial support, political instability, lack of adequate local infrastructure. LÄS MER

7. 5. Interpretable Outlier Detection in Financial Data : Implementation of Isolation Forest and Model-Specific Feature Importance

   Uppsats för yrkesexamina på avancerad nivå, Uppsala universitet/Avdelningen för beräkningsvetenskap

   Författare :Vilhelm Söderström; Kasper Knudsen; [2022]
   Nyckelord :Outlier Detection; Explainable artificial intelligence; XAI; Isolation Forest; MI-Local-DIFFI;

   Sammanfattning : Market manipulation has increased in line with the number of active players in the financialmarkets. The most common methods for monitoring financial markets are rule-based systems,which are limited to previous knowledge of market manipulation. LÄS MER