DAAD: A Framework for Detecting Agitation and Aggression in People Living with Dementia Using a Novel Multi-modal Sensor Network. - Shehroz S. Khan; Tong Zhu; Bing Ye; Alex Mihailidis; Andrea Iaboni; Kristine Newman; Angel He Wang; Lori Schindel Martin (ICDM Workshops, 2017)

Agitation Detection in People Living with Dementia using Multimodal Sensors. - Shehroz S. Khan; Sofija Spasojevic; Jacob Nogas; Bing Ye; Alex Mihailidis; Andrea Iaboni; Angel He Wang; Lori Schindel Martin; Kristine Newman (EMBC, 2019)

Challenges in Collecting Big Data in A Clinical Environment with Vulnerable Population: Lessons Learned from A Study Using A Multi-modal Sensors Platform. - Bing Ye; Shehroz S. Khan; Belkacem Chikhaoui; Andrea Iaboni; Lori Schindel Martin; Kristine Newman; Angel He Wang; Alex Mihailidis (Sci. Eng. Ethics, 2019)

Tracking agitation in people living with dementia in a care environment. - Shehroz S. Khan; Thaejaesh Sooriyakumaran; Richard K. Brewer; Sofija Spasojevic; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (Canadian AI, 2021)

Tracking agitation in people living with dementia in a care environment. - Shehroz S. Khan; Thaejaesh Sooriyakumaran; Katherine Rich; Sofija Spasojevic; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (CoRR, 2021)

A Pilot Study to Detect Agitation in People Living with Dementia Using Multi-Modal Sensors. - Sofija Spasojevic; Jacob Nogas; Andrea Iaboni; Bing Ye; Alex Mihailidis; A. Wang; S. J. Li; Lori Schindel Martin; Kristine Newman; Shehroz S. Khan (J. Heal. Informatics Res., 2021)

Unsupervised Deep Learning to Detect Agitation From Videos in People With Dementia. - Shehroz S. Khan; Pratik K. Mishra; Nizwa Javed; Bing Ye; Kristine Newman; Alex Mihailidis; Andrea Iaboni (IEEE Access, 2022)

Privacy-Protecting Behaviours of Risk Detection in People with Dementia using Videos. - Pratik K. Mishra; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Shehroz S. Khan (CoRR, 2022)

Investigating Multimodal Sensor Features Importance to Detect Agitation in People with Dementia. - Abeer A. Badawi; Khalid Elgazzar; Bing Ye; Kristine Newman; Alex Mihailidis; Andrea Iaboni; Shehroz S. Khan (CCECE, 2023)

Empirical Thresholding on Spatio-Temporal Autoencoders Trained on Surveillance Videos in a Dementia Care Unit. - Shehroz S. Khan; Pratik K. Mishra; Bing Ye; Kristine Newman; Andrea Iaboni; Alex Mihailidis (CRV, 2023)

Undersampling and Cumulative Class Re-decision Methods to Improve Detection of Agitation in People with Dementia. - Zhidong Meng; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Zhihong Deng; Shehroz S. Khan (CoRR, 2023)

Depth-Weighted Detection of Behaviours of Risk in People with Dementia using Cameras. - Pratik K. Mishra; Irene Ballester; Andrea Iaboni; Bing Ye; Kristine Newman; Alex Mihailidis; Shehroz S. Khan (CoRR, 2024)

A Novel Multi-Modal Sensor Dataset and Benchmark to Detect Agitation in People Living with Dementia in a Residential Care Setting. - Shehroz S. Khan; Pratik K. Mishra; Bing Ye; Smit Patel; Kristine Newman; Alex Mihailidis; Andrea Iaboni (ACM Trans. Comput. Heal., 2025)