Team › Machine Learning and Data Analytics Lab

Prof. Dr. Björn Eskofier

Address:

Room 01.014
Email: bjoern.eskofier@fau.de

Irene Steinheimer

Address:

Room 01.017
Phone number: +49 9131 85 28990
Email: irene.steinheimer@fau.de

Office hours: Consultation hours: Please make an appointment by e-mail.

Dr.-Ing. Christopher Mutschler

Phone number: +49 (0) 911 / 58061 3253
Email: christopher.mutschler@fau.de

Dipl.-Phys. Heike Leutheuser

Address:

Room 01.026
Email: heike.leutheuser@fau.de

Kai-Chun Liu, M.Sc.

Address:

Room 01.020
Phone number: +49 9131 85 20289
Email: kai-chun.liu@fau.de

Dr. Lisa Walter, PhD

Phone number: +49 9131 85-26861
Email: lisa.ann.walter@fau.de

Dr.-Ing. Matthias Ring

Address:

Room 01.016
Phone number: +49 9131 85 20285
Email: matthias.ring@fau.de

Wassila Dib

Address:

Room 01.020
Email: wassila.dib@fau.de

An Nguyen, M. Sc.

Address:

Room 01.015
Phone number: +49 9131 85 20284
Email: an.nguyen@fau.de

Anh Tuan Nguyen, M. Sc.

Address:

Room 01.019
Phone number: +49 9131 85 20286
Email: tuan.nguyen@fau.de

Arne Küderle, M. Sc.

Address:

Room 01.020
Phone number: +49 9131 85 20288
Email: arne.kuederle@fau.de

Christine Martindale, M. Sc.

Address:

Room 01.012
Phone number: +49 9131 85 27921
Email: christine.f.martindale@fau.de

Eva Dorschky, M. Sc.

Address:

Room 01.024
Phone number: +49 9131 85 27890
Email: eva.dorschky@fau.de

Felix Kluge, M. Sc.

Address:

Room 01.012
Phone number: +49 9131 85 27921
Email: felix.kluge@fau.de

Franz Köferl, M. Sc.

Address:

Room 01.015
Phone number: +49 9131 85 20284
Email: franz.koeferl@fau.de

Imrana Abdullahi Yari, M. Sc.

Address:

Room 01.020
Phone number: +49 9131 85 20288
Email: imrana.yari.abdullahi@fau.de

Ivanna Timotius, M. Sc.

Address:

Room 01.019
Phone number: +49 9131 85 20286
Email: ivanna.timotius@fau.de

Jennifer Maier, M. Sc.

Address:

Room 09.157
Phone number: +49 9131 85 27891
Email: jennifer.maier@fau.de

Julius Hannink, M. Sc.

Address:

Room 01.012
Phone number: +49 9131 85 27921
Email: julius.hannink@fau.de

Maike Stöve, M. Sc.

Address:

Room 01.024
Phone number: +49 9131 85 27890
Email: maike.stoeve@fau.de

Malte Ollenschläger, M. Sc.

Address:

Room 01.012
Phone number: +49 9131 85 27921
Email: malte.ollenschlaeger@fau.de

Markus Wirth, M. Sc.

Address:

Room 01.025
Phone number: +49 9131 85 27830
Email: markus.wirth@fau.de

Markus Zrenner, M. Sc.

Address:

Room 01.026
Phone number: +49 9131 85 20162
Email: markus.zrenner@fau.de

Marlies Nitschke, M. Sc.

Address:

Room 01.024
Phone number: +49 9131 85 27890
Email: marlies.nitschke@fau.de

Martin Ullrich, M. Sc.

Address:

Room 01.026
Phone number: +49 9131 85 20159
Email: martin.ullrich@fau.de

Dipl.-Ing. Nicolas Witt

Address:

Room 01.020
Email: nicolas.witt@fau.de

Nils Roth, M. Sc.

Address:

Room 01.026
Phone number: +49 9131 85 20159
Email: nils.roth@fau.de

Nooshin Haji Ghassemi, M. Sc.

Address:

Room 01.019
Email: nooshin.haji@fau.de

Dipl.-Ing. Peter Blank

Address:

Room 01.024
Phone number: +49 9131 85 27890
Email: peter.blank@fau.de

Philipp Dumbach, M. Sc.

Address:

Room ZiMT / EG
Phone number: +49 9131 85-26836
Email: philipp.dumbach@fau.de

Philipp Schlieper, M. Sc.

Address:

Room 01.020
Phone number: +49 9131 85 20287
Email: philipp.schlieper@fau.de

Robert Richer, M. Sc.

Address:

Room 01.026
Phone number: +49 9131 85 20162
Email: robert.richer@fau.de

Sebastian Wankerl, M. Sc.

Address:

Room 01.020
Phone number: +49 9131 85 20288
Email: sebastian.wankerl@fau.de

Stefan Gradl, M. Sc.

Address:

Room 01.025
Phone number: +49 9131 85 27830
Email: stefan.gradl@fau.de

Wolfgang Mehringer, M. Sc.

Address:

Room 01.025
Phone number: +49 9131 85 27830
Email: wolfgang.mehringer@fau.de

Annette Hagengruber

Lars Heppert

Jonas Wagner

Address:

Room 01.016
Phone number: +49 9131 85 20285
Email: jon.wagner@fau.de

Christoph Feldner

Job title: Bachelor's Thesis
Working group: Real-time terrain classification using inertial sensor data

Daniel Krauß

Job title: Bachelor's Thesis
Working group: Heart Rate Variability Analysis for Unsupervised Tilt Table Testing during Daily-life Activities

Felix Tuchnitz

Job title: Master's Project
Working group: Node.js-based Sensor Library Framework for a Data Concentrator in Home Monitoring

Jannis Wolf

Job title: Bachelor's Thesis
Working group: Learning on Synthesized Inertial Sensor Data for Human Movement Analysis

Kevin Rätsch

Job title: Bachelor's Thesis
Working group: Clustering of physical activity patterns in COPD patients

Luca Abel

Job title: Bachelor's Thesis
Working group: Classification and prediction of acute stress-induced response patterns

Luis Durner

Job title: Bachelor's Thesis
Working group: Development of a Virtual Reality Tool for Measuring the Strabismus Angle

Sophie Wagner

Job title: Bachelor's Thesis
Working group: Development and Evaluation of Musical Instrument Recognition Algorithms

Stefan Fischer

Job title: Bachelor's Thesis
Working group: Macro analysis of free-living gait in Parkinson's Disease

Insa Suchantke

Job title: Bachelor's Thesis
Working group: Application for controlling a wearable electrostimulator for prediction of migraine attacks

Leonie Pflaum

Job title: Bachelor's Thesis
Working group: Development and Evaluation of Embedded Classification and Intelligent Sensor Management for Power Saving in Wearable Sensor Systems

Michael Hopfengärtner

Job title: Master's Thesis
Working group: An open-source sensor platform for analysis of group dynamics

Philipp Schlieper

Job title: Master's Thesis
Working group: The Effects of Sub-Sensory Mechanical Foot Sole Stimulation on Postural Control of Healthy Recreational Athletes

Sophia Leierseder

Job title: Bachelor's Thesis
Working group: Continuous Blood Pressure Measurement During Daily-life Activities Using Pulse Transit Time

Bachelor Thesis
Summer Semester 2018

Sebastian Doerrich
Development of a Flow-Rating for Exercises based on
Tracking and Event Data
Christoph Feldner
Real-Time terrain classification using inertial sensor data
Rebecca Felsheim
Power-aware on-line gait-analysis on shoe-mounted inertial sensor
Philipp Joneck
Development and Evaluation of Activity Recognition Algorithms Using Foot Worn Inertial Sensors During Home-Monitoring Applications
Daniel Krauß
Heart Rate Variability Analysis for Unsupervised Tilt Table Testing during Daily-life Activities
Sophia Leierseder
Continuous Blood Pressure Measurement During Daily-life Activities Using Pulse Transit Time
Melanie Mai
Detecting Respiratory Effort- Related Arousals in Polysomnographic Data Using Intelligent Pattern Recognition
Leonie Pflaum
Development and Evaluation of Embedded Classification and Intelligent Sensor Management for Power Saving in Wearable Sensor Systems
Antonia Popp
Towards a Mixed Reality Cardiology Workplace
Navid Roux
Visualization of Biomechanical Parameters Using SCAPE
Jean-Phillip Schaller
Embedded Signal Processing and Classification on an Instrumented Table Tennis Racket
Jannis Wolf
Learning of Synthesized Inertial Sensor Data for Human Movement Analysis

Winter Semester 2017/18

Veronika Koch
Evaluation of Inertial Sensor Based Orientation Estimation for Sports Applications
Daniel Martin
Probabilistic Ball Contact Detection in Soccer
Hannes Schreiter
Inertial Sensor Based Analysis of Mountain Biking
Luisa Theelke
Application for Augmented Reality in Soccer Training
Frauke Wilm
Entwicklung einer Android-basierten Smartphone Applikation zur Prognostizierung von Migräneattacken
Johanna Brosig
Semi-supervised techniques for combined activity recognition and gait analysis

Master Thesis
Summer Semester 2018

Katharina Aholt
A mobile solution for home-based assessment of rhythmic auditory stimulation of gait
Michael Hopfengärtner
An open-source sensor platform for analysis of group dynamics
Tim Hamann
Recognition of basic letter elements during handwriting with Deep Learning
Stefan Kormann
Master Thesis, Performance Monitoring and Feedback for Swim Training
Katrin Raab
Prediction of maneuvers in traffic as a sequence of Interactions utilizing Machine Learning

Winter Semester 2017/18

Robin Backhaus
From Idea to Realisation – Student Software Projects at Universities
Sebastian Fichte
Design and Implementation of an Interface for a Community-based Learning Platform
Philipp Schlieper
The Effects of Sub-Sensory Mechanical Foot Sole Stimulation on Postural Control of Healthy Recreational Athletes
Valerie Wiedemann
Biofeedback based stress reduction in mental health applications

Summer Semester 2017

Katharina Full
Good Learning – Analyzing Meetings of Sloan Fellows (in cooperation with MIT Media Lab)