3 papers
cs.LG2025
Forensic Activity Classification Using Digital Traces from iPhones: A Machine Learning-based Approach
Conor McCarthy, Jan Peter van Zandwijk, Marcel Worring +1
Smartphones and smartwatches are ever-present in daily life, and provide a rich source of information on their users' behaviour. In particular, digital traces derived from the phon…
cs.CV2025
Hi-OSCAR: Hierarchical Open-set Classifier for Human Activity Recognition
Conor McCarthy, Loes Quirijnen, Jan Peter van Zandwijk +2
Within Human Activity Recognition (HAR), there is an insurmountable gap between the range of activities performed in life and those that can be captured in an annotated sensor data…
cs.LG2025
Leveraging RAG-LLMs for Urban Mobility Simulation and Analysis
Yue Ding, Conor McCarthy, Kevin O'Shea +1
With the rise of smart mobility and shared e-mobility services, numerous advanced technologies have been applied to this field. Cloud-based traffic simulation solutions have flouri…