Publications
Dissertation
Journal Paper / Book Section
Beyond Position-Awareness – Extending a Self-Adaptive Fall Detection System (2019)
newNECTAR: Collaborative Active Learning for Knowledge-based Probabilistic Activity Recognition (2019)
Position-Aware Activity Recognition with Wearable Devices (2017)
Self-Tracking Reloaded: Applying Process Mining to Personalized Health Care from Labeled Sensor Data (2016)
Conference Paper
Hips Do Lie! A Position-Aware Mobile Fall Detection System (2018)
Published in: Pervasive Computing and Communications
(Christian Krupitzer, Timo Sztyler, Janick Edinger, Martin Breitbach, Heiner Stuckenschmidt and Christian Becker)
NECTAR: Knowledge-based Collaborative Active Learning for Activity Recognition (2018)
Recognizing Grabbing Actions from Inertial and Video Sensor Data in a Warehouse Scenario (2017)
Online Personalization of Cross-Subjects based Activity Recognition Models on Wearable Devices (2017)
Unsupervised Recognition of Interleaved Activities of Daily Living through Ontological and Probabilistic Reasoning
On-body Localization of Wearable Devices: An Investigation of Position-Aware Activity Recognition (2016)
Workshop / Demo Paper
Vision and Acceleration Modalities: Partners for Recognizing Complex Activities (2019)
Modeling and Reasoning with ProbLog: An Application in Recognizing Complex Activities (2018)
Towards Systematic Benchmarking of Activity Recognition Algorithms (2018)
Improving Motion-based Activity Recognition with Ego-centric Vision (2018)
Towards Real World Activity Recognition from Wearable Devices (2017)
A Smart Data Annotation Tool for Multi-Sensor Activity Recognition (2017)
Exploring a Multi-Sensor Picking Process in the Future Warehouse (2016)
Discovery of Personal Processes from Labeled Sensor Data (2015)