Search Results - Muhammad Adeel Nisar

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  1. 1

    Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework by Nazish Ashfaq, Muhammad Hassan Khan, Muhammad Adeel Nisar

    Published in Information (2024-06-01)
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  2. 2

    Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors by Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Lukas Köping, Marcin Grzegorzek

    Published in Sensors (2018-02-01)
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  3. 3

    Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition by Muhammad Adeel Nisar, Kimiaki Shirahama, Frédéric Li, Xinyu Huang, Marcin Grzegorzek

    Published in Sensors (2020-06-01)
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  4. 4

    Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification by Frédéric Li, Kimiaki Shirahama, Muhammad Adeel Nisar, Xinyu Huang, Marcin Grzegorzek

    Published in Sensors (2020-07-01)
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  5. 5

    AI Approaches towards Prechtl’s Assessment of General Movements: A Systematic Literature Review by Muhammad Tausif Irshad, Muhammad Adeel Nisar, Philip Gouverneur, Marion Rapp, Marcin Grzegorzek

    Published in Sensors (2020-09-01)
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  6. 6

    HCMMA-Net: A Hybrid Convolutional Multi-Modal Attention Network for Human Activity Recognition in Smart Homes Using Wearable Sensor Data by Nazish Ashfaq, Zeeshan Aziz, Muhammad Hassan Khan, Muhammad Adeel Nisar, Adnan Khalid

    Published in IEEE Access (2025-01-01)
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  7. 7

    A Hierarchical Multitask Learning Approach for the Recognition of Activities of Daily Living Using Data from Wearable Sensors by Muhammad Adeel Nisar, Kimiaki Shirahama, Muhammad Tausif Irshad, Xinyu Huang, Marcin Grzegorzek

    Published in Sensors (2023-10-01)
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  8. 8

    A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data by Fatima Amjad, Muhammad Hassan Khan, Muhammad Adeel Nisar, Muhammad Shahid Farid, Marcin Grzegorzek

    Published in Sensors (2021-03-01)
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  9. 9

    Sleep Stage Classification in Children Using Self-Attention and Gaussian Noise Data Augmentation by Xinyu Huang, Kimiaki Shirahama, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Artur Piet, Marcin Grzegorzek

    Published in Sensors (2023-03-01)
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  10. 10

    A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data by Rimsha Fatima, Muhammad Hassan Khan, Muhammad Adeel Nisar, Rafał Doniec, Muhammad Shahid Farid, Marcin Grzegorzek

    Published in Sensors (2023-12-01)
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  11. 11

    Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks by Rafał Doniec, Justyna Konior, Szymon Sieciński, Artur Piet, Muhammad Tausif Irshad, Natalia Piaseczna, Md Abid Hasan, Frédéric Li, Muhammad Adeel Nisar, Marcin Grzegorzek

    Published in Sensors (2023-06-01)
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  12. 12

    SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors by Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Jana Hartz, Olaf Flak, Frédéric Li, Philip Gouverneur, Artur Piet, Kerstin M. Oltmanns, Marcin Grzegorzek

    Published in Sensors (2022-10-01)
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  13. 13

    The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques by Rafał J. Doniec, Natalia Piaseczna, Konrad Duraj, Szymon Sieciński, Muhammad Tausif Irshad, Ilona Karpiel, Mirella Urzeniczok, Xinyu Huang, Artur Piet, Muhammad Adeel Nisar, Marcin Grzegorzek

    Published in Systems and Soft Computing (2024-12-01)
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