Time Series Analysis and Forecasting
13 works in the bibliography carry this topic. Each used an Axivity accelerometer to collect data, or evaluated one as an instrument.
2026
- Essential time series characteristics for human motion analysis based on Self-Organizing Map clustering (opens in new tab)
Feature Anchors for Time-Series Sensor-Based Human Activity Recognition
2025
Exploración de patrones en series temporales de datos inerciales usando técnicas de segmentación no supervisada
2024
- Adaptive Hierarchical Classification for Human Activity Recognition Using Inertial Measurement Unit (IMU) Time-Series Data (opens in new tab)
- Contrast All the Time: Learning Time Series Representation from Temporal Consistency (opens in new tab)
- Exploring raw data transformations on inertial sensor data to model user expertise when learning psychomotor skills (opens in new tab)
- SelfPAB: large-scale pre-training on accelerometer data for human activity recognition (opens in new tab)
- Towards Learning Discrete Representations via Self-Supervision for Wearables-Based Human Activity Recognition (opens in new tab)
2023
2018
2017
Learning deep features for kNN-based human activity recognition.