Kristine Newman

According to our database, Kristine Newman authored at least 12 papers between 2017 and 2024.

Collaborative distances:

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

2024

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

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

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

Proceedings of the 20th Conference on Robots and Vision, 2023

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

Proceedings of the IEEE Canadian Conference on Electrical and Computer Engineering, 2023

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

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

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

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

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

Proceedings of the 34th Canadian Conference on Artificial Intelligence, 2021

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

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

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2017

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

Proceedings of the 2017 IEEE International Conference on Data Mining Workshops, 2017