Marcin Grzegorzek

ORCID

Publication Activity (10 Years)

Years Active: 2020-2023
Publications (10 Years): 26

Top Venues

Sensors (Basel, Switzerland)

Bioengineering (Basel, Switzerland)

Entropy (Basel, Switzerland)

Universität zu Lübeck

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

Affiliation History

Universität zu Lübeck Oct 01 2018

Germany

Professor :: Institut für Medizinische Informatik

Universität Siegen Oct 01 2010 - Sep 30 2018

Germany

Assistant Professor :: Research Group for Pattern Recognition

Universität Koblenz-Landau Mar 01 2008 - Sep 30 2010

Germany

Postdoc :: Institute for Web Science and Technologies

Queen Mary University of London Jan 07 2006 - Feb 29 2008

United Kingdom

Postdoc :: Multimedia and Vision Research Group

Universität Erlangen-Nürnberg Dec 01 2002 - Jun 30 2006

Germany

PhD Candidate :: Pattern Recognition Lab

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)
Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M Adamczyk, Tibor M Szikszay, Kerstin Lüdtke, Marcin Grzegorzek
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors (Basel, Switzerland) 23 (4) (2023)
Artur Piet, Lennart Jablonski, Jennifer I Daniel Onwuchekwa, Steffen Unkel, Christian Weber, Marcin Grzegorzek, Jan Peter Ehlers, Olaf Gaus, Thomas Neumann
Non-Invasive Wearable Devices for Monitoring Vital Signs in Patients with Type 2 Diabetes Mellitus: A Systematic Review. Bioengineering (Basel, Switzerland) 10 (11) (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)
Philip Gouverneur, Frédéric Li, Kimiaki Shirahama, Luisa Luebke, Waclaw M Adamczyk, Tibor M Szikszay, Kerstin Lüdtke, Marcin Grzegorzek
Explainable Artificial Intelligence (XAI) in Pain Research: Understanding the Role of Electrodermal Activity for Automated Pain Recognition. Sensors (Basel, Switzerland) 23 (4) (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)
Luisa Luebke, Philip Gouverneur, Tibor M Szikszay, Waclaw M Adamczyk, Kerstin Lüdtke, Marcin Grzegorzek
Objective Measurement of Subjective Pain Perception with Autonomic Body Reactions in Healthy Subjects and Chronic Back Pain Patients: An Experimental Heat Pain Study. 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)
Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
Using Barometer for Floor Assignation within Statistical Indoor Localization. Sensors (Basel, Switzerland) 23 (1) (2022)
Hawzhin Hozhabr Pour, Frédéric Li, Lukas Wegmeth, Christian Trense, Rafał J Doniec, Marcin Grzegorzek, Roland Wismüller
A Machine Learning Framework for Automated Accident Detection Based on Multimodal Sensors in Cars. Sensors (Basel, Switzerland) 22 (10) (2022)
Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
Using Barometer for Floor Assignation within Statistical Indoor Localization. Sensors (Basel, Switzerland) 23 (1) (2022)
Raoul Hoffmann, Hanna Brodowski, Axel Steinhage, Marcin Grzegorzek
Correction: Hoffmann et al. Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors 2021, 21 , 1086. Sensors (Basel, Switzerland) 22 (13) (2022)
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)
Toni Fetzer, Frank Ebner, Frank Deinzer, Marcin Grzegorzek
Using Barometer for Floor Assignation within Statistical Indoor Localization. Sensors (Basel, Switzerland) 23 (1) (2022)
Areeba Ilyas, Muhammad Shahid Farid, Muhammad Hassan Khan, Marcin Grzegorzek
Exploiting Superpixels for Multi-Focus Image Fusion. Entropy (Basel, Switzerland) 23 (2) (2021)
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)
Raoul Hoffmann, Hanna Brodowski, Axel Steinhage, Marcin Grzegorzek
Detecting Walking Challenges in Gait Patterns Using a Capacitive Sensor Floor and Recurrent Neural Networks. Sensors (Basel, Switzerland) 21 (4) (2021)
Philip Gouverneur, Frédéric Li, Waclaw M Adamczyk, Tibor M Szikszay, Kerstin Lüdtke, Marcin Grzegorzek
Comparison of Feature Extraction Methods for Physiological Signals for Heat-Based Pain Recognition. Sensors (Basel, Switzerland) 21 (14) (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)
Markus Bullmann, Toni Fetzer, Frank Ebner, Markus Ebner, Frank Deinzer, Marcin Grzegorzek
Comparison of 2.4 GHz WiFi FTM- and RSSI-Based Indoor Positioning Methods in Realistic Scenarios. Sensors (Basel, Switzerland) 20 (16) (2020)
Markus Ebner, Toni Fetzer, Markus Bullmann, Frank Deinzer, Marcin Grzegorzek
Recognition of Typical Locomotion Activities Based on the Sensor Data of a Smartphone in Pocket or Hand. Sensors (Basel, Switzerland) 20 (22) (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)
Muhammad Hassan Khan, Martin Zöller, Muhammad Shahid Farid, Marcin Grzegorzek
Marker-Based Movement Analysis of Human Body Parts in Therapeutic Procedure. Sensors (Basel, Switzerland) 20 (11) (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)

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Publication Activity (10 Years)

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Marcin Grzegorzek