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

Image Inpainting Based on Fractional-Order Nonlinear Diffusion for Image Reconstruction

(2019) G. Sridevi et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

Drawing and Recognizing Chinese Characters with Recurrent Neural Network

(2018) Xu-Yao Zhang et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Locomotion Activity Recognition Using Stacked Denoising Autoencoders

(2018) Fuqiang Gu et al.   IEEE Internet of Things Journal

SEARE: A System for Exercise Activity Recognition and Quality Evaluation Based on Green Sensing

(2018) Fu Xiao et al.   IEEE Transactions on Emerging Topics in Computing

Research on prediction model of geotechnical parameters based on BP neural network

(2018) Kai Cui et al.   NEURAL COMPUTING & APPLICATIONS

Three-dimensional convolutional restricted Boltzmann machine for human behavior recognition from RGB-D video

(2018) Lukun Wang   EURASIP Journal on Image and Video Processing

KRNN: k Rare-class Nearest Neighbour classification

(2017) Xiuzhen Zhang et al.   PATTERN RECOGNITION

A human activity recognition framework using max-min features and key poses with differential evolution random forests classifier

(2017) Urbano Miguel Nunes et al.   PATTERN RECOGNITION LETTERS

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

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

Mining Human Activity Patterns From Smart Home Big Data for Health Care Applications

(2017) Abdulsalam Yassine et al.   IEEE Access

Wavelet De-Noising and Genetic Algorithm-Based Least Squares Twin SVM for Classification of Arrhythmias

(2016) Duan Li et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

A Continuous Hand Gestures Recognition Technique for Human-Machine Interaction Using Accelerometer and Gyroscope Sensors

(2016) Hari Prabhat Gupta et al.   IEEE SENSORS JOURNAL

Towards unsupervised physical activity recognition using smartphone accelerometers

(2016) Yonggang Lu et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Stairstep recognition and counting in a serious Game for increasing users’ physical activity

(2016) Matteo Ciman et al.   Personal and Ubiquitous Computing

Recognition of Human Activities Using Continuous Autoencoders with Wearable Sensors

(2016) Lukun Wang   SENSORS

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

(2016) Francisco Ordóñez et al.   SENSORS

A Novel Prediction Method for Early Recognition of Global Human Behaviour in Image Sequences

(2015) Jorge Azorin-Lopez et al.   NEURAL PROCESSING LETTERS

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

(2014) Andreas Bulling et al.   ACM COMPUTING SURVEYS

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

(2014) Piyush Gupta et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING

Diagnostics of Analog Circuits Based on LS-SVM Using Time-Domain Features

(2013) Bing Long et al.   CIRCUITS SYSTEMS AND SIGNAL PROCESSING

ReadingAct RGB-D action dataset and human action recognition from local features

(2013) Lulu Chen et al.   PATTERN RECOGNITION LETTERS

Sensor-Based Activity Recognition

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

A fall detection system using k-nearest neighbor classifier

(2010) Chien-Liang Liu et al.   EXPERT SYSTEMS WITH APPLICATIONS

Comparative study on classifying human activities with miniature inertial and magnetic sensors

(2010) Kerem Altun et al.   PATTERN RECOGNITION

A Comparison of Feature Extraction Methods for the Classification of Dynamic Activities From Accelerometer Data

(2008) S.J. Preece et al.   IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING