An Integration of feature extraction and Guided Regularized Random Forest feature selection for Smartphone based Human Activity Recognition

Feature fusion using deep learning for smartphone based human activity recognition

(2021) Dipanwita Thakur et al.   International Journal of Information Technology (Singapore)

An efficient unsupervised feature selection procedure through feature clustering

(2020) Xuyang Yan et al.   PATTERN RECOGNITION LETTERS

A multimodal approach for human activity recognition based on skeleton and RGB data

(2020) Annalisa Franco et al.   PATTERN RECOGNITION LETTERS

Enhanced Human Activity Recognition Based on Smartphone Sensor Data Using Hybrid Feature Selection Model

(2020) Nadeem Ahmed et al.   SENSORS

Smartphone based human activity monitoring and recognition using ML and DL: a comprehensive survey

(2020) Dipanwita Thakur et al.   Journal of Ambient Intelligence and Humanized Computing

A review and categorization of techniques on device-free human activity recognition

(2020) Zawar Hussain et al.   JOURNAL OF NETWORK AND COMPUTER APPLICATIONS

Recognition of human activities for wellness management using a smartphone and a smartwatch: A boosting approach

(2020) Pratik Tarafdar et al.   DECISION SUPPORT SYSTEMS

Human Physical Activity Recognition Using Smartphone Sensors

(2019) Robert-Andrei Voicu et al.   SENSORS

Multi-sensor fusion based on multiple classifier systems for human activity identification

(2019) Henry Friday Nweke et al.   Human-centric Computing and Information Sciences

Smartphone Sensor-Based Human Activity Recognition Using Feature Fusion and Maximum Full a Posteriori

(2019) Zhenghua Chen et al.   IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT

The revival of the Gini importance?

(2018) Stefano Nembrini et al.   BIOINFORMATICS

A general framework for sensor-based human activity recognition

(2018) Lukas Köping et al.   COMPUTERS IN BIOLOGY AND MEDICINE

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

Human Activity Classification in Smartphones Using Accelerometer and Gyroscope Sensors

(2018) Ankita Jain et al.   IEEE SENSORS JOURNAL

A novel chaotic map based compressive classification scheme for human activity recognition using a tri-axial accelerometer

(2018) R. Jansi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

A correlation-based binary particle swarm optimization method for feature selection in human activity recognition

(2018) Huaijun Wang et al.   International Journal of Distributed Sensor Networks

A Novel Ensemble ELM for Human Activity Recognition Using Smartphone Sensors

(2018) Zhenghua Chen et al.   IEEE Transactions on Industrial Informatics

Sparse representation based classification scheme for human activity recognition using smartphones

(2018) R. Jansi et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Feature Representation and Data Augmentation for Human Activity Classification Based on Wearable IMU Sensor Data Using a Deep LSTM Neural Network

(2018) Odongo Steven Eyobu et al.   SENSORS

Position-Based Feature Selection for Body Sensors regarding Daily Living Activity Recognition

(2018) Nhan Duc Nguyen et al.   Journal of Sensors

A Robust Deep Learning Approach for Position-Independent Smartphone-Based Human Activity Recognition

(2018) Bandar Almaslukh et al.   SENSORS

Comparison of Different Sets of Features for Human Activity Recognition by Wearable Sensors

(2018) Samanta Rosati et al.   SENSORS

Feature Selection for Activity Recognition from Smartphone Accelerometer Data

(2017) Juan C. Quiroz et al.   INTELLIGENT AUTOMATION AND SOFT COMPUTING

Detecting physical activity within lifelogs towards preventing obesity and aiding ambient assisted living

(2017) Chelsea Dobbins et al.   NEUROCOMPUTING

Feature extraction for robust physical activity recognition

(2017) Jiadong Zhu et al.   Human-centric Computing and Information Sciences

A Triaxial Accelerometer-Based Human Activity Recognition via EEMD-Based Features and Game-Theory-Based Feature Selection

(2016) Zhelong Wang et al.   IEEE SENSORS JOURNAL

A Comparative Study on Human Activity Recognition Using Inertial Sensors in a Smartphone

(2016) Aiguo Wang et al.   IEEE SENSORS JOURNAL

Complex Human Activity Recognition Using Smartphone and Wrist-Worn Motion Sensors

(2016) Muhammad Shoaib et al.   SENSORS

Feature extraction from smartphone inertial signals for human activity segmentation

(2016) Rubén San-Segundo et al.   SIGNAL PROCESSING

Feature Selection for Wearable Smartphone-Based Human Activity Recognition with Able bodied, Elderly, and Stroke Patients

(2015) Nicole A. Capela et al.   PLoS One

Feature Selection and Activity Recognition System Using a Single Triaxial Accelerometer

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

Evaluation of Random Forest and Adaboost tree-based ensemble classification and spectral band selection for ecotope mapping using airborne hyperspectral imagery

(2008) Jonathan Cheung-Wai Chan et al.   REMOTE SENSING OF ENVIRONMENT