DanHAR: Dual Attention Network for multimodal human activity recognition using wearable sensors

Cross-subject transfer learning in human activity recognition systems using generative adversarial networks

(2020) Elnaz Soleimani et al.   NEUROCOMPUTING

Attention-Based Convolutional Neural Network for Weakly Labeled Human Activities’ Recognition With Wearable Sensors

(2019) Kun Wang et al.   IEEE SENSORS JOURNAL

Real-time human activity recognition from accelerometer data using Convolutional Neural Networks

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

(2018) Frédéric Li et al.   SENSORS

Recalibrating Fully Convolutional Networks with Spatial and Channel ‘Squeeze & Excitation’ Blocks

(2018) Abhijit Guha Roy et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

Weakly Supervised Human Activity Recognition From Wearable Sensors by Recurrent Attention Learning

(2018) Jun He et al.   IEEE SENSORS JOURNAL

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

UniMiB SHAR: A Dataset for Human Activity Recognition Using Acceleration Data from Smartphones

(2017) Daniela Micucci et al.   Applied Sciences-Basel

Robust least squares twin support vector machine for human activity recognition

(2016) Reshma Khemchandani et al.   APPLIED SOFT COMPUTING

Depth Context: a new descriptor for human activity recognition by using sole depth sequences

(2016) Mengyuan Liu et al.   NEUROCOMPUTING

Transition-Aware Human Activity Recognition Using Smartphones

(2016) Jorge-L. Reyes-Ortiz et al.   NEUROCOMPUTING

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

Sensor-based human activity recognition system with a multilayered model using time series shapelets

(2015) Li Liu et al.   KNOWLEDGE-BASED SYSTEMS

Features and models for human activity recognition

(2015) Silvia González et al.   NEUROCOMPUTING

A tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Window Size Impact in Human Activity Recognition

(2014) Oresti Banos et al.   SENSORS

The Opportunity challenge: A benchmark database for on-body sensor-based activity recognition

(2013) Ricardo Chavarriaga et al.   PATTERN RECOGNITION LETTERS