Interactive Machine Learning

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1. Gernot Bahle; Vitor Fortes Rey; Sizhen Bian; Hymalai Bello; Paul Lukowicz

   Using Privacy Respecting Sound Analysis to Improve Bluetooth Based Proximity Detection for COVID-19 Exposure Tracing and Social Distancing

   In: Sensors - Open Access Journal (Sensors), Vol. 2021, Pages 5604-5604, 16, 8/2021.

2. Sizhen Bian; Siyu Yuan; Vitor Fortes Rey; Paul Lukowicz

   Using Human Body Capacitance Sensing to Monitor Leg Motion Dominated Activities with a Wrist Worn Device

   In: Proceedings of the 3rd International Conference on Activity and Behavior Computing. International Conference on Activity and Behavior Computing …

3. Vitor Fortes Rey; Kamalveer Kaur Garewal; Paul Lukowicz

   Translating Videos into Synthetic Training Data for Wearable Sensor-Based Activity Recognition Systems Using Residual Deep Convolutional Networks.

   In: Applied Sciences, Vol. 11, No. 7, Pages 1-31, MDPI, 2021.

4. Peter Hevesi; Ramprasad Chinnaswamy Devaraj; Matthias Tschöpe; Oliver Petter; Janis Nikolaus Elfert; Vitor Fortes Rey; Marco Hirsch; Paul Lukowicz

   Towards Construction Progress Estimation Based on Images Captured on Site

   In: EAI IndustrialIoT 2020 - 4th EAI International Conference on Industrial IoT Technologies and Applications. EAI International Conference on …

5. Vitor Fortes Rey; Peter Hevesi; Onorina Kovalenko; Paul Lukowicz

   Let there be IMU data: generating training data for wearable, motion sensor based activity recognition from monocular RGB videos

   In: UbiComp/ISWC '19 Adjunct Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings …

6. Sizhen Bian; Vitor Fortes Rey; Peter Hevesi; Paul Lukowicz

   Passive Capacitive based Approach for Full Body Gym Workout Recognition and Counting

   In: IEEE International Conference on Pervasive Computing and Communications. IEEE International Conference on Pervasive Computing and Communications …

7. Sizhen Bian; Vitor Fortes Rey; Junaid Younas; Lukowicz Paul

   Wrist-Worn Capacitive Sensor for Activity and Physical Collaboration Recognition

   In: IEEE International Conference on Pervasive Computing and Communications. IEEE International Conference on Pervasive Computing and Communications …

8. Aziret Satybaldiev; Peter Hevesi; Marco Hirsch; Vitor Fortes Rey; Paul Lukowicz

   CoAT: a web-based, collaborative annotation tool

   In: UbiComp/ISWC '19 Adjunct Adjunct Proceedings of the 2019 ACM International Joint Conference on Pervasive and Ubiquitous Computing and Proceedings …

9. Vitor Fortes Rey; Paul Lukowicz

   Label Propagation: An Unsupervised Similarity Based Method for Integrating New Sensors in Activity Recognition Systems

   In: Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), Vol. 1, No. 3, Pages 94:1-94:24, ACM, New York, NY, …

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