Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework - Ashfaq, Nazish; Khan, Muhammad Hassan; Nisar, Muhammad Adeel (Information (Basel), 2024)
Keywords: Accuracy; Activities of daily living; Algorithms; Analysis; Classification; Data augmentation; Datasets; Deep learning; ensemble deep network; Exercise; Heart rate; human activity recognition; Literature reviews; Machine learning; Methods; Motion sensors; multimodal time series data; Neural networks; Sensors; Smartphones; Time series; Wearable technology; Germany