4 citations · 5 across the 8 of their papers we have counts for
5 papers · 1 filter
Credit Card Fraud Detection
Iva Popova, Hamza A. A. Gardi
Credit card fraud remains a significant challenge due to class imbalance and fraudsters mimicking legitimate behavior. This study evaluates five machine learning models - Logistic…
Reinforcement Learning Agent for a 2D Shooter Game
Thomas Ackermann, Moritz Spang, Hamza A. A. Gardi
Reinforcement learning agents in complex game environments often suffer from sparse rewards, training instability, and poor sample efficiency. This paper presents a hybrid training…
Evaluating the printability of stl files with ML
Janik Henn, Adrian Hauptmannl, Hamza A. A. Gardi
3D printing has long been a technology for industry professionals and enthusiasts willing to tinker or even build their own machines. This stands in stark contrast to today's marke…
Linear Dimensionality Reduction for Word Embeddings in Tabular Data Classification
Liam Ressel, Hamza A. A. Gardi
The Engineers' Salary Prediction Challenge requires classifying salary categories into three classes based on tabular data. The job description is represented as a 300-dimensional…
Comparison of different Artificial Neural Networks for Bitcoin price forecasting
Silas Baumann, Karl A. Busch, Hamza A. A. Gardi
This study investigates the impact of varying sequence lengths on the accuracy of predicting cryptocurrency returns using Artificial Neural Networks (ANNs). Utilizing the Mean Abso…