Student Projects
Master Student project at Ruhr West University of Applied Sciences.
| Students | Ivan Cedric Mabou and Franck Wafo |
| Supervision | M. Sc. Stephan Lehmler |
| Project site | https://gitlab.hs-ruhrwest.de/ |
This study focused on the application of Transfer Learning (TL) to Sentiment Analysis (SA) using pre-trained word embeddings, as well as the transfer of different neural layers. We investigated and demonstrated the extent to which the domain and the task influence TL performance in SA. We conducted transfer experiments on three datasets, one of which was chosen as the source dataset and the others as the target datasets. We also considered two tasks: Binary SA and Multi- label SA. First, we performed transfer learning based on a binary SA. Second, we performed transfer learning based on a multi- label SA. Our observations show that even a less semantically similar dataset can provide better text classification than a highly similar dataset. Moreover, we found that the accuracy value after multi-label SA was lower than that of binary SA.
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Tim Büttel, Jonas Peltzer, Pierre Pospiech, Jannik Schremmern |
| Supervision | Tim Sziburis, Susanne Blex, Felix Grün, Prof. Dr. Ioannis Iossifidis |
| Project site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/eeg-emg-gamecontroller |
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Marvin Maciejewski, Stefan Fohs, Tristan Rienow |
| Supervision | Prof. Dr. Ioannis Iossifidis |
| Project site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/eeg-emg-gamecontroller |
live demo
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Philipp Lösch, Lars Telöken, Ralf Wenzel, Alex Wichmann |
| Supervision | Prof. Dr. Ioannis Iossifidis |
| Project site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/eeg-emg-gamecontroller |
live demo
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Nils Biernacki, Lukas Kandora, Katharina Stefanski, Philipp Student |
| Supervision | M.Sc. Nique Schmidt and Prof. Dr. Ioannis Iossifidis |
| Project site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/eeg-emg-gamecontroller |
live demo
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Lars Buck, Tim Habermann |
| Supervision | M.Sc. Stephan Lehmler, Prof. Dr. Ioannis Iossifidis |
| Project site |
The project aim to create a dialog bot with an animated avatar able to have a casual conversation and to assist the user. The dialog bot is supposed to enrich the social live especially of elders people.
live demo
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Merih Türkoglu, Matthias Weibrecht |
| Supervision | Prof. Dr. Ioannis Iossifidis |
| Project site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/generic-gesture-recognition-and-classification-for-game-vr-control |
The goal of this project is to develop a gesture recognition based on common webcams and low budget hardware to implement hand gesture control in any application.
live demo
Student project within the module “Autonomous Systems” at Ruhr West University of Applied Sciences.
| Students | Alexander Klee, Mahdi El Mesoudy,Jan Dehlen |
| Supervision | M.Sc. Felix Grün and M.Sc. Stephan Lehmer |
| Prozent site | https://gitlab.hs-ruhrwest.de/iSystemsStudentProjects/2020/ml-based-stockmarket-prediction |
live demo of the command line tool
