Below is a selection of research topics and related pulibcations that I’ve worked on. You can find a full list of my publications on my Google Scholar page.
“Zero-Shot Learning for IMU-Based Activity Recognition Using Video Embeddings” In IMWUT Volume 5 Issue 4 [pdf]
“IMUTube: Virtual on-body Accelerometry from Video for Human Activity Recognition” In IMWUT Volume 4 Issue 4 [pdf] [video]
“Are Accelerometers for Activity Recognition a Dead-end?” In The 21st International Workshop on Mobile Computing Systems and Applications (Hotmobile ‘20). [pdf] [video]
“Multimodal Deep Learning for Activity and Context Recognition” In IMWUT Volume 1 Issue 4. Also in MobiUK ‘18. [pdf]
“Predicting Patient Outcomes with Graph Representation Learning” In W3PHIAI ’21 (Best Short Paper Runner-up Award) [pdf] [code]
“Tracking Fatigue and Health State in Multiple Sclerosis Patients Using Connected Wellness Devices” In IMWUT, Volume 3 Issue 3. Also in MobiUK ‘19 [pdf]
“Inference of Big-Five Personality Using Large-scale Networked Mobile and Appliance Data” In MobiSys ‘18 [pdf]