Gabriela Ciortuz

According to our database, Gabriela Ciortuz authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Reusing data from HL7 CDA-based shared EHR systems for clinical trial conduct: a method for analyzing feasibility.

Georg Duftschmid, Florian Katsch, Gabriela Ciortuz, Dipak Kalra, Christoph Rinner

BMC Medical Informatics Decis. Mak., December, 2025

Machine learning models for wearable-based human activity recognition: A comparative study.

Gabriela Ciortuz, Hawzhin Hozhabr Pour, Muhammad Tausif Irshad, Muhammad Adeel Nisar, Xinyu Huang, Sebastian J. F. Fudickar

Neurocomputing, 2025

Performance Analysis of a Data Stream Processing System for Online Activity Classification via Wearable Sensor Data.

Hawzhin Hozhabr Pour, Gabriela Ciortuz, André Lüers, Sebastian J. F. Fudickar

Proceedings of the 18th International Joint Conference on Biomedical Engineering Systems and Technologies, 2025

2024

Comparison of Deep Learning and Machine Learning Approaches for the Recognition of Dynamic Activities of Daily Living.

Cassandra Krause, Lena Harkämper, Gabriela Ciortuz, Sebastian J. F. Fudickar

Proceedings of the Sensor-Based Activity Recognition and Artificial Intelligence, 2024

Evaluating Movement and Device-Specific DeepConvLSTM Performance in Wearable-Based Human Activity Recognition.

Gabriela Ciortuz, Hawzhin Hozhabr Pour, Sebastian J. F. Fudickar

Proceedings of the 17th International Joint Conference on Biomedical Engineering Systems and Technologies, 2024

2023

Effects of Time-Series Data Pre-processing on the Transformer-based Classification of Activities from Smart Glasses.

Gabriela Ciortuz, Marcin Grzegorzek, Sebastian J. F. Fudickar

Proceedings of the 8th international Workshop on Sensor-Based Activity Recognition and Artificial Intelligence, 2023

2022

Transformer-Based Recognition of Activities of Daily Living from Wearable Sensor Data.

Gabriela Augustinov, Muhammad Adeel Nisar, Frédéric Li, Seyed Amir Hossein Tabatabaei, Marcin Grzegorzek, Keywan Sohrabi, Sebastian J. F. Fudickar

Proceedings of the 7th International Workshop on Sensor-based Activity Recognition and Artificial Intelligence, 2022