Human activity recognition using wearable sensors by heterogeneous convolutional neural networks

Attention induced multi-head convolutional neural network for human activity recognition

(2021) Zanobya N. Khan et al.   APPLIED SOFT COMPUTING

Evidential Reasoning With Hesitant Fuzzy Belief Structures for Human Activity Recognition

(2021) Yilin Dong et al.   IEEE TRANSACTIONS ON FUZZY SYSTEMS

A federated learning system with enhanced feature extraction for human activity recognition

(2021) Zhiwen Xiao et al.   KNOWLEDGE-BASED SYSTEMS

Deep-Learning-Enhanced Human Activity Recognition for Internet of Healthcare Things

(2020) Xiaokang Zhou et al.   IEEE Internet of Things Journal

Human Activity Recognition Based on Dynamic Active Learning

(2020) Haixia Bi et al.   IEEE Journal of Biomedical and Health Informatics

A survey on wearable sensor modality centred human activity recognition in health care

(2019) Yan Wang et al.   EXPERT SYSTEMS WITH APPLICATIONS

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 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 novel random forests based class incremental learning method for activity recognition

(2018) Chunyu Hu et al.   PATTERN RECOGNITION

Smart Home: Cognitive Interactive People-Centric Internet of Things

(2017) Shuo Feng et al.   IEEE COMMUNICATIONS MAGAZINE

Learning Pooling for Convolutional Neural Network

(2017) Manli Sun et al.   NEUROCOMPUTING

Human activity recognition with smartphone sensors using deep learning neural networks

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

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 tutorial on human activity recognition using body-worn inertial sensors

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Bilinear interpolation theorems and applications

(2013) Mieczysław Mastyło   JOURNAL OF FUNCTIONAL ANALYSIS

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