Muhammad Adeel Nisar

16 papers Journal 15Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	HCMMA-Net: A Hybrid Convolutional Multi-Modal Attention Network for Human Activity Recognition in Smart Homes Using Wearable Sensor Data. IEEE Access Nazish Ashfaq, Zeeshan Aziz, Muhammad Hassan Khan, Muhammad Adeel Nisar, Adnan Khalid
2025	J	`jnl`	Machine learning models for wearable-based human activity recognition: A comparative study. Neurocomputing Gabriela Ciortuz, Hawzhin Hozhabr Pour, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Sebastian J. F. Fudickar
2024	J	`jnl`	A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data. Sensors Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafal Doniec, Muhammad Shahid Farid, Marcin Grzegorzek
2024	J	`jnl`	Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework. Inf. Nazish Ashfaq, Muhammad Hassan Khan, Muhammad Adeel Nisar
2023	J	`jnl`	A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek
2023	J	`jnl`	Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning. Comput. Biol. Medicine Xinyu Huang, Franziska Schmelter, Muhammad Tausif Irshad, Artur Piet, Muhammad Adeel Nisar, Christian Sina, Marcin Grzegorzek
2023	J	`jnl`	Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks. Sensors Rafal Doniec, Justyna Konior, Szymon Siecinski, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md. Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek
2023	J	`jnl`	Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation. Sensors Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek
2023	J	`jnl`	Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data. Comput. Biol. Medicine Muhammad Tausif Irshad, Frédéric Li, Muhammad Adeel Nisar, Xinyu Huang, Martje Buss, Leonie Kloep, Corinna Peifer, Barbara Kozusznik, Anita Pollak, Adrian Pyszka, Olaf Flak, Marcin Grzegorzek
2022	J	`jnl`	SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek
2022	—	`conf`	Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data. iWOAR Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar
2021	J	`jnl`	A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data. Sensors Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar, Muhammad Shahid Farid, Marcin Grzegorzek
2020	J	`jnl`	AI Approaches towards Prechtl's Assessment of General Movements: A Systematic Literature Review. Sensors Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek
2020	J	`jnl`	Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek
2020	J	`jnl`	Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition. Sensors Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek
2018	J	`jnl`	Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors. Sensors Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek