Muhammad Adeel Nisar

Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2018 · 296 citations · Full text

Wearable System, Convolutional Neural Network, Engineering +23

Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification

Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar et al. · Sensors · 2020 · 75 citations · Full text

Engineering, Machine Learning, Deep Transfer Learning +23

A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data

Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar et al. · Sensors · 2021 · 35 citations · Full text

Physical Activity, Engineering, Human Pose Estimation +24

Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition

Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li et al. · Sensors · 2020 · 29 citations · Full text

Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation

Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad et al. · Sensors · 2023 · 27 citations · Full text

Sleep Disorders, Engineering, Machine Learning +23