Student Works
2024
- Alskaf, Abdulsamad: Interactive Learning Environments with Large Language Models: Development, Implementation, and Evaluation in Computer Science Education, ongoing.
- Heinrich, Nico: Validity of Induced Emotions through Facial Expressions of a Virtual Animated Agent in Social Contexts, ongoing.
2023
- Krumbiegel, Hannes: Automated Detection of Word Stress in Russian Texts
- Li, Yanze: Comparison and Analysis of Convolutional Networks and Graph Convolutional Networks in Facial Expression Recognition
2022
- Böttcher, Julian: Evaluation of Attack Methods on Neural Cybersecurity Anomaly Detectors for Industrial Controls
- Werner, Laura: Gender Bias in Machine Learning - An Analysis of Fairness Identification Tools
2021
- Hübler, Bastian: Multimodal Attention and Emotion Analysis of Video Data to Support Digital Teaching Formats
- Schnorrenberger, Pascal: Comparison of Classification Algorithms for Predicting Vaccination Willingness
- Hofmeister, Thilo: Combining Semantics, Ontology, and Knowledge for Precise News Filtering
2020
- Schulz, Rico: Investigating Applications of Neural Networks with Small Data for Detection of Layer Boundaries in Geological Cross Sections
- Dressel, Samuel: A Study on Emotion Recognition Using Human Voice with Recurrent Neural Networks
- Reitz, Martin: Ensemble Learning in Engine Development
2019
- Nguyen, Tu Quy: Edge Detection in 2-Dimensional Geo-Objects
2024
- Jing, Yitong: The Power of Context: An In-Depth Analysis of Large Language Models and Their Evaluation Using Customized Benchmark Sets, ongoing.
2023
- Al Nomer, Simon: Investigation of Various Neural Networks for Emotion Recognition Through Facial Features
2020
- Böttcher, Julian: Comparison of Current Variants of the "NeuroEvolution of Augmented Topologies (NEAT)" Algorithm
2018
- Krumbiegel, Hannes: A Study of the Species Adaptive Genetic Algorithm
- Dressel, Samuel: A Study on Combinatorial Optimization with Ant Algorithms
Completed Projects
As part of the Digital Fellowship Program, Volker Göhler (TUBAF) and Dr. Stefanie Walter (HSMW) examined the suitability of isometric virtual spaces for digital group work.
Duration: 01.07.2022 - 31.08.2023
From May to August, we welcomed Ms. Sherry Robinson in Freiberg for her internship in the RISE Germany program of the DAAD.
She worked with Mr. Göhler on affective systems and human-robot interfaces.
From May to August, we welcomed Ms. Garima Yadav to Freiberg for her internship in the RISE Germany program of the DAAD.
She collaborated with Mr. Göhler on concept maps, graph neural networks, and empathic reasoning with large language models.