Sensor-based Human Activity Recognition Using Graph LSTM and Multi-task Classification Model

Comparing Sampling Strategies for Tackling Imbalanced Data in Human Activity Recognition

(2022) Fayez Alharbi et al.   SENSORS

Continual Learning in Sensor-based Human Activity Recognition: an Empirical Benchmark Analysis

(2021) Saurav Jha et al.   INFORMATION SCIENCES

Similarity Embedding Networks for Robust Human Activity Recognition

(2021) Chenglin Li et al.   ACM Transactions on Knowledge Discovery from Data

Part-wise Spatio-temporal Attention Driven CNN-based 3D Human Action Recognition

(2021) Chhavi Dhiman et al.   ACM Transactions on Multimedia Computing Communications and Applications

Human Activity Recognition from Multiple Sensors Data Using Multi-fusion Representations and CNNs

(2020) Farzan Majeed Noori et al.   ACM Transactions on Multimedia Computing Communications and Applications

A Benchmark Dataset and Comparison Study for Multi-modal Human Action Analytics

(2020) Jiaying Liu et al.   ACM Transactions on Multimedia Computing Communications and Applications

Unsupervised Human Activity Recognition Using the Clustering Approach: A Review

(2020) Paola Ariza Colpas et al.   SENSORS

Weakly-supervised sensor-based activity segmentation and recognition via learning from distributions

(2020) Hangwei Qian et al.   ARTIFICIAL INTELLIGENCE

A Semisupervised Recurrent Convolutional Attention Model for Human Activity Recognition

(2019) Kaixuan Chen et al.   IEEE Transactions on Neural Networks and Learning Systems

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

Deep learning for sensor-based activity recognition: A Survey

(2018) Jindong Wang et al.   PATTERN RECOGNITION LETTERS

Long-Term Recurrent Convolutional Networks for Visual Recognition and Description

(2017) Jeff Donahue et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

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

Mining intricate temporal rules for recognizing complex activities of daily living under uncertainty

(2016) Li Liu et al.   PATTERN RECOGNITION

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

(2016) Francisco Ordóñez et al.   SENSORS

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

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

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

(2013) Ricardo Chavarriaga et al.   PATTERN RECOGNITION LETTERS

A Survey on Human Activity Recognition using Wearable Sensors

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

Sensor-Based Activity Recognition

(2012) Liming Chen et al.   IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE

Human activity analysis

(2011) J.K. Aggarwal et al.   ACM COMPUTING SURVEYS