Student Theses and Jobs › Machine Learning and Data Analytics Lab

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We always have open topics for Bachelor and Master Theses, Froschungspraktika, Hochschulpraktika and Master Projects and also open positions for student work (HiWi positions). You can find most of them listed in the tables below. If you do not find a suitable topic in there we would still like to encourage you to contact us and tell us about your ideas.

Please use the contact form below to apply for any of the listed topics, open positions or to propose your own topic. We will then get in contact with you, usually within two days.

Open Research Topics

[B] = More suited for a Bachelor’s Thesis
[M] = More suited for a Master’s Thesis
[P] = More suited for a Project
[I] = Implementation Task (for Computer Science “Master Project” or Medical Engineering “Research Internship” (Forschungspraktikum))

Thesis ID	Scope	Topic	Area	Supervisor
1823	M/P	Implementation and Evaluation of a Perceptual-Cognitive Training Tool for Football Player in Virtual Reality	HCI	Markus Wirth, M. Sc., Stefan Gradl, M. Sc.
1824	B/P	Assessing Action Orientation of Athletes in a Gamified Virtual Environment	HCI	Markus Wirth, M. Sc., Stefan Gradl, M. Sc.
1825	M/P	Applying Congruent and Incongruent Cognitive-Tasks for Performance Improvement in Team Sports (VR)	HCI	Markus Wirth, M. Sc., Stefan Gradl, M. Sc.
1829-114	B/M/I/P	Stress and Biofeedback Relaxation in Virtual Reality	Biosignal Analysis, HCI	Stefan Gradl, M. Sc., Robert Richer, M. Sc., Markus Wirth, M. Sc.
1840	I/P	Design and Development of a Hardware Test Bench for Wearable Sensors (e.g. IMU sensors)	Wearable Computing, Mechanical Engineering	Nils Roth, M. Sc., Arne Küderle, M. Sc., Robert Richer, M. Sc.
1842	I/P	Development of a automated Software Testing Framework for Wearable Sensors (e.g. IMU sensors)	Wearable Computing, DevOps, Software Development	Nils Roth, M. Sc., Arne Küderle, M. Sc., Robert Richer, M. Sc.
1843	B/M	Correlation between Cardiac Pre-Ejection Period (PEP) and alpha-Amylase (currently not offered)	Biomedical Signal Analysis, Health Psychology	Robert Richer, M. Sc., Arne Küderle, M. Sc., Prof. Dr. Nicolas Rohleder
1902	M	Machine Learning Methods for Personalization of Biomechanical Models	Machine Learning, Biomechanical Models	Marlies Nitschke, M. Sc., Eva Dorschky, M. Sc.
1910	B/P/M	Design of accelerator programs in MedTech and Digital Health – Perspective of industry experts and investors in the framework of a qualitative-empirical study	Startup Development, Innovation Management	Philipp Dumbach, M. Sc.
1911	B/P/M	Incubation programs within the European ecosystem – A qualitative-empirical study for analysing the perspective of entrepreneurs and startups	Startup Development, Innovation Management	Philipp Dumbach, M. Sc.
1914	P	Visualisation and Reporting of Long-term Gait Analysis Outcomes (in cooperation with Portabiles HealthCare Technologies)	Signal Processing	Martin Ullrich, M. Sc., Arne Küderle, M. Sc., Dr.-Ing. Felix Kluge
1915	I/P/M	Deep Learning for Anomaly Detection	Deep Learning, Time Series Analysis	An Nguyen, M. Sc.
1916	I/P/M	Deep Learning for Data Augmentation	Deep Learning, Time Series Analysis	An Nguyen, M. Sc.
1917	I/P/M	Conformance Checking for Medical Processes	Process Mining, Data & Process Science	An Nguyen, M. Sc.
1918-114	B/M/P/I	Recognition and Classification of Sex-Specific Differences in the Electrocardiogram of Women (cooperation thesis with Bloomer Tech)	Machine Learning, Signal Processing	Stefan Gradl, M. Sc.
1919-114	B/M/P/I	Influences of the Office Work Environment on Team- and Personal-Stress. Development of a Classification Algorithm for Team-Stress.	Machine Learning	Stefan Gradl, M. Sc.
1921	I/P/M	Building the next generation of gait analysis pipelines (Combine the state of the art of every part of an IMU based Gait Analysis and evaluate the results against existing methods)	Data Analysis. Gait Analysis, Control Theory	Arne Küderle, M. Sc.
1923	B/M	Implementation and Evaluation of Extended Reality Concepts for Exploring Consumer Products based on Computer Tomographic Data.	HCI	Markus Wirth, M. Sc.
1924	M/P	Gait analysis for Parkinson’s disease	Data Analytics / Gait Analysis	Nooshin Haji Ghassemi, Arne Kuederle
1925	B	Improving the performance of DTW as stride segmentation algorithm	Algorithm Implementation / Data Analytics / Python	Arne Küderle, M. Sc.
1926	M	CAD2Image: Image Synthesis using CAD Models to Augment Training Data	Neural Networks / Image Rendering / Python	Philipp Schlieper, M. Sc., Franz Köferl, M. Sc.
1927	I/P	StereoViper – 3D stimuli for assessment and training of stereoacuity	HCI, Computer Vision	Wolfgang Mehringer, M. Sc.
1928	B/M	Detection of semi-standardized tests from free-living gait recordings in Parkinson’s disease	Data Analytics / Gait Analysis	Martin Ullrich, M. Sc.
1929	I/B/P	Simple augmentation of an image database using CAD models to improve deep learning models	Neural Networks / Image Rendering / Python	Franz Köferl, M. Sc.
1930	I/B/P	Increasing stability in GAN training using past exploration	Neural Networks	Franz Köferl, M. Sc.
1931	I/B/P/M	Exploration and Implementation of anomaly segmentation techniques in images	Machine Learning, Neural Networks	Franz Köferl, M. Sc.
1932	I/B/P	Regression in 3D environments by fitting to simple distribution models	Machine Learning, Neural Networks, Point Clouds	Franz Köferl, M. Sc.
2001	I/(B)/M	“Stress in a Box” – A mobile application for acute stress induction (in cooperation with Chair of Health Psychology, FAU)	Mobile App Development, Biomedical Signal Analysis, Health Psychology	Robert Richer, M. Sc., Arne Küderle, M. Sc., Prof. Dr. Nicolas Rohleder

Student Assistant Jobs

Job ID	Topic	Area	Supervisor
J1701	Student helping with the exercises in our courses	Lectures/Exercises	Wolfgang Mehringer, M. Sc.
J1904	Student researcher helping with topics in the field of Deep Learning or/and Process Mining	Research	An Nguyen, M. Sc.
J1905	Student researcher solving regression problems in 3D environments or/and anomaly segmentation in images	Research	Franz Köferl, M. Sc.

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Bachelor's ThesisMaster's ThesisStudent work (HiWi)ForschungspraktikumHochschulpraktikumMaster's Project (Computer Science)

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