Muhammad Adeel Nisar

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 11

Top Topics

Convolutional Neural Network

Machine Learning

Top Venues

Sensors (Basel, Switzerland)

This page only lists publications with an associated author ORCID identifier.

Publications

Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors (Basel, Switzerland) 23 (19) (2023)
Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafał J Doniec, Muhammad Shahid Farid, Marcin Grzegorzek
A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. Sensors (Basel, Switzerland) 24 (1) (2023)
Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafał J Doniec, Muhammad Shahid Farid, Marcin Grzegorzek
A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. Sensors (Basel, Switzerland) 24 (1) (2023)
Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors (Basel, Switzerland) 23 (7) (2023)
Rafał J Doniec, Justyna Konior, Szymon Sieciński, Artur Piet, Muhammad Tausif Irshad, Natalia J Piaseczna, Md Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors (Basel, Switzerland) 23 (12) (2023)
Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafał J Doniec, Muhammad Shahid Farid, Marcin Grzegorzek
A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. Sensors (Basel, Switzerland) 24 (1) (2023)
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M Oltmanns, Marcin Grzegorzek
SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors (Basel, Switzerland) 22 (20) (2022)
Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar, Muhammad Shahid Farid, Marcin Grzegorzek
A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data. Sensors (Basel, Switzerland) 21 (7) (2021)
Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors (Basel, Switzerland) 20 (12) (2020)
Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek
AI Approaches Towards Prechtl's Assessment of General Movements: A Systematic Literature Review. Sensors (Basel, Switzerland) 20 (18) (2020)
Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors (Basel, Switzerland) 20 (15) (2020)