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Comparison of Feature Learning Methods for Human Activity Recognition Using Wearable Sensors
Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad, Köping, Lukas, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (24.02.2018)
Published in Sensors (Basel, Switzerland) (24.02.2018)
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Deep Transfer Learning for Time Series Data Based on Sensor Modality Classification
Li, Frédéric, Shirahama, Kimiaki, Nisar, Muhammad Adeel, Huang, Xinyu, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (31.07.2020)
Published in Sensors (Basel, Switzerland) (31.07.2020)
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A Comparative Study of Feature Selection Approaches for Human Activity Recognition Using Multimodal Sensory Data
Amjad, Fatima, Khan, Muhammad Hassan, Nisar, Muhammad Adeel, Farid, Muhammad Shahid, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (29.03.2021)
Published in Sensors (Basel, Switzerland) (29.03.2021)
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A Systematic Evaluation of Feature Encoding Techniques for Gait Analysis Using Multimodal Sensory Data
Fatima, Rimsha, Khan, Muhammad Hassan, Nisar, Muhammad Adeel, Doniec, Rafał, Farid, Muhammad Shahid, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (22.12.2023)
Published in Sensors (Basel, Switzerland) (22.12.2023)
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Identification of Optimal Data Augmentation Techniques for Multimodal Time-Series Sensory Data: A Framework
Ashfaq, Nazish, Khan, Muhammad Hassan, Nisar, Muhammad Adeel
Published in Information (Basel) (01.06.2024)
Published in Information (Basel) (01.06.2024)
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Rank Pooling Approach for Wearable Sensor-Based ADLs Recognition
Nisar, Muhammad Adeel, Shirahama, Kimiaki, Li, Frédéric, Huang, Xinyu, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (19.06.2020)
Published in Sensors (Basel, Switzerland) (19.06.2020)
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SenseHunger: Machine Learning Approach to Hunger Detection Using Wearable Sensors
Irshad, Muhammad Tausif, Nisar, Muhammad Adeel, Huang, Xinyu, Hartz, Jana, Flak, Olaf, Li, Frédéric, Gouverneur, Philip, Piet, Artur, Oltmanns, Kerstin M., Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (01.10.2022)
Published in Sensors (Basel, Switzerland) (01.10.2022)
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Sensor-Based Classification of Primary and Secondary Car Driver Activities Using Convolutional Neural Networks
Doniec, Rafał, Konior, Justyna, Sieciński, Szymon, Piet, Artur, Irshad, Muhammad Tausif, Piaseczna, Natalia, Hasan, Md Abid, Li, Frédéric, Nisar, Muhammad Adeel, Grzegorzek, Marcin
Published in Sensors (Basel, Switzerland) (13.06.2023)
Published in Sensors (Basel, Switzerland) (13.06.2023)
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The Symphony of Team Flow in Virtual Teams. Using Artificial Intelligence for Its Recognition and Promotion
Peifer, Corinna, Pollak, Anita, Flak, Olaf, Pyszka, Adrian, Nisar, Muhammad Adeel, Irshad, Muhammad Tausif, Grzegorzek, Marcin, Kordyaka, Bastian, Kożusznik, Barbara
Published in Frontiers in psychology (08.09.2021)
Published in Frontiers in psychology (08.09.2021)
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The detection of alcohol intoxication using electrooculography signals from smart glasses and machine learning techniques
Doniec, Rafał J., Piaseczna, Natalia, Duraj, Konrad, Sieciński, Szymon, Irshad, Muhammad Tausif, Karpiel, Ilona, Urzeniczok, Mirella, Huang, Xinyu, Piet, Artur, Nisar, Muhammad Adeel, Grzegorzek, Marcin
Published in Systems and soft computing (01.12.2024)
Published in Systems and soft computing (01.12.2024)
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Comparison of feature learning methods for non-invasive interstitial glucose prediction using wearable sensors in healthy cohorts: a pilot study
Huang, Xinyu, Schmelter, Franziska, Uhlig, Annemarie, Irshad, Muhammad Tausif, Nisar, Muhammad Adeel, Piet, Artur, Jablonski, Lennart, Witt, Oliver, Schröder, Torsten, Sina, Christian, Grzegorzek, Marcin
Published in Intelligent medicine (01.11.2024)
Published in Intelligent medicine (01.11.2024)
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Optimizing sleep staging on multimodal time series: Leveraging borderline synthetic minority oversampling technique and supervised convolutional contrastive learning
Huang, Xinyu, Schmelter, Franziska, Irshad, Muhammad Tausif, Piet, Artur, Nisar, Muhammad Adeel, Sina, Christian, Grzegorzek, Marcin
Published in Computers in biology and medicine (01.11.2023)
Published in Computers in biology and medicine (01.11.2023)
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Wearable-based human flow experience recognition enhanced by transfer learning methods using emotion data
Irshad, Muhammad Tausif, Li, Frédéric, Nisar, Muhammad Adeel, Huang, Xinyu, Buss, Martje, Kloep, Leonie, Peifer, Corinna, Kozusznik, Barbara, Pollak, Anita, Pyszka, Adrian, Flak, Olaf, Grzegorzek, Marcin
Published in Computers in biology and medicine (01.11.2023)
Published in Computers in biology and medicine (01.11.2023)
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