Wearable Sensor-Based Human Activity Recognition Using Hybrid Deep Learning Techniques

Human Activity Recognition Based on Wearable Sensor Using Hierarchical Deep LSTM Networks

(2019) LuKun Wang et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Distributed Consensus Algorithm for Events Detection in Cyber-Physical Systems

(2019) Shancang Li et al.   IEEE Internet of Things Journal

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

(2018) Andrey Ignatov   APPLIED SOFT COMPUTING

Deep learning algorithms for human activity recognition using mobile and wearable sensor networks: State of the art and research challenges

(2018) Henry Friday Nweke et al.   EXPERT SYSTEMS WITH APPLICATIONS

A two-stage locality-sensitive hashing based approach for privacy-preserving mobile service recommendation in cross-platform edge environment

(2018) Lianyong Qi et al.   Future Generation Computer Systems-The International Journal of eScience

A robust human activity recognition system using smartphone sensors and deep learning

(2018) Mohammed Mehedi Hassan et al.   Future Generation Computer Systems-The International Journal of eScience

A robust convolutional neural network for online smartphone-based human activity recognition

(2018) Bandar Almaslukh et al.   JOURNAL OF INTELLIGENT & FUZZY SYSTEMS

Efficient dense labelling of human activity sequences from wearables using fully convolutional networks

(2018) Rui Yao et al.   PATTERN RECOGNITION

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Wearable Computing for Internet of Things: A Discriminant Approach for Human Activity Recognition

(2018) Wei Lu et al.   IEEE Internet of Things Journal

$L1$ -Norm Batch Normalization for Efficient Training of Deep Neural Networks

(2018) Shuang Wu et al.   IEEE Transactions on Neural Networks and Learning Systems

Deep Recurrent Neural Networks for Human Activity Recognition

(2017) Abdulmajid Murad et al.   SENSORS

Human activity recognition with smartphone sensors using deep learning neural networks

(2016) Charissa Ann Ronao et al.   EXPERT SYSTEMS WITH APPLICATIONS

Wearable Inertial Sensors for Human Motion Analysis: A Review

(2016) Irvin Hussein Lopez-Nava et al.   IEEE SENSORS JOURNAL

From action to activity: Sensor-based activity recognition

(2016) Ye Liu et al.   NEUROCOMPUTING

The joint use of sequence features combination and modified weighted SVM for improving daily activity recognition

(2016) Bilal M’hamed Abidine et al.   PATTERN ANALYSIS AND APPLICATIONS

Convolutional neural random fields for action recognition

(2016) Caihua Liu et al.   PATTERN RECOGNITION

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

(2016) Francisco Ordóñez et al.   SENSORS

Deep learning

(2015) Yann LeCun et al.   NATURE

A Survey on Human Activity Recognition using Wearable Sensors

(2012) Oscar D. Lara et al.   IEEE Communications Surveys and Tutorials

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE