Timilehin B. Aderinola
Timilehin B. Aderinola has 1 paper in the ChatPPG research atlas (2026) and 7 co-authors in the atlas. Main topics: accelerometer, fall-detection, foundation-model-evaluation, domain-shift, data-scarcity, wearable.
Papers
- Beyond Simulated Benchmarks: Evaluating Motion Representations for Fall Detection Under Real-World Data Scarcity2026 · arXiv preprint
Real falls are rare: collecting 100 of them takes about 100,000 days of monitoring. This paper compares interval-based, kernel-based, symbolic and foundation model representations of accelerometer data for fall detection when labelled real-world falls are scarce.
- Published: arXiv preprint, 2026
- Signals: accelerometer
- Comparison: interval, kernel, symbolic and FM representations