4 citations · 15 across the 8 of their papers we have counts for
8 papers
Left-Right Swapping and Upper-Lower Limb Pairing for Robust Multi-Wearable Workout Activity Detection
Jonas Van Der Donckt, Jeroen Van Der Donckt, Sofie Van Hoecke
This work presents the solution of the Signal Sleuths team for the 2024 HASCA WEAR challenge. The challenge focuses on detecting 18 workout activities (and the null class) using ac…
Magnitude and Rotation Invariant Detection of Transportation Modes with Missing Data Modalities
Jeroen Van Der Donckt, Jonas Van Der Donckt, Sofie Van Hoecke
This work presents the solution of the Signal Sleuths team for the 2024 SHL recognition challenge. The challenge involves detecting transportation modes using shuffled, non-overlap…
Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring
Jonas Van Der Donckt, Nicolas Vandenbussche, Jeroen Van Der Donckt +7
Chronic disease management and follow-up are vital for realizing sustained patient well-being and optimal health outcomes. Recent advancements in wearable sensing technologies, par…
MinMaxLTTB: Leveraging MinMax-Preselection to Scale LTTB
Jeroen Van Der Donckt, Jonas Van Der Donckt, Michael Rademaker +1
Visualization plays an important role in analyzing and exploring time series data. To facilitate efficient visualization of large datasets, downsampling has emerged as a well-estab…
Data Point Selection for Line Chart Visualization: Methodological Assessment and Evidence-Based Guidelines
Jonas Van Der Donckt, Jeroen Van Der Donckt, Michael Rademaker +1
Time series visualization plays a crucial role in identifying patterns and extracting insights across various domains. However, as datasets continue to grow in size, visualizing th…
Plotly-Resampler: Effective Visual Analytics for Large Time Series
Jonas Van Der Donckt, Jeroen Van Der Donckt, Emiel Deprost +1
Visual analytics is arguably the most important step in getting acquainted with your data. This is especially the case for time series, as this data type is hard to describe and ca…