Latest Research in Context-Aware Activity Recognition Systems

Top Research Topics in Context-Aware Activity Recognition Systems

• Context-Aware Activity Recognition Systems — 9 papers
• Machine Learning — 5 papers
• Human Pose and Action Recognition — 4 papers
• Artificial Intelligence — 3 papers
• Indoor and Outdoor Localization Technologies — 3 papers
• Non-Invasive Vital Sign Monitoring — 2 papers
• Signal Processing — 2 papers
• Time Series Analysis and Forecasting — 1 papers
• Human-Computer Interaction — 1 papers
• Social Robot Interaction and HRI — 1 papers

Highest-Cited Papers

1. Adaptive Convolutional Neural Network-Enhanced Scale-Fusion Network for Human Activity Recognition Using Wearable Sensors
2. Explainable attention-guided deep learning for physiological signal processing in body area networks
3. MICA-Net: A Multimodal Cross-Attention Network for Human Action Recognition
4. Coverage-Aware Virtual IMU Augmentation for Low-Resource Human Activity Recognition
5. Domain Generalization for Smartphone-Based Human Activity Recognition: A Systematic Analysis of Components and Interactions
6. Comparative Analysis of Metaheuristic Feature Selection in SVM-Based Human Activity Recognition
7. A Statistic-Augmented Neural Network for change point detection and type identification
8. EdgeHAR: An Edge-Native Compact Sensor Foundation Model for Human Activity Recognition
9. Oto-Meal: Earable Sensing with PPG and IMU for Personalized Meal Awareness
10. Lightweight spiking neural networks for human activity recognition on resource-constrained edge wearable devices
11. RevalExo: A Functional Daily-Activity Benchmark for Inertial and Visual Locomotion Mode Recognition in Older Adults and Clinical Cohorts
12. Self-Supervised IMU-Based Human Activity Recognition with Deep Spatio-Temporal Feature Extraction and Adaptive Feature Fusion
13. Robust Continuous Human Activity Recognition Using Deep Learning and Distributed Radar Sensors
14. DMART-HAR: Dynamic Multimodal Transformer Learning for Cross-Domain Human Activity Recognition
15. PovNet+: a deep learning architecture for socially assistive robots to learn and assist with multiple activities of daily living
16. Deployment-Oriented Evaluation of Lightweight IMU-Based Human Activity Recognition: On-Device Efficiency and Streaming Feasibility
17. MAPFL: Modular Adaptive Personalised Federated Learning From Visual Sentiment to Physical Activity
18. Anthropometry-aware chest-worn inertial sensing for pediatric activity assessment using a school-badge device
19. TransfHAR: Self-Supervised Wrist Representations for On-Demand Activity Recognition
20. Quantum-Assisted Memory-Efficient Training for Parameter-Intensive Wi-Fi-Based Human Activity Recognition