Minimum variance-embedded deep kernel regularized least squares method for one-class classification and its applications to biomedical data. - Chandan Gautam; Pratik K. Mishra; Aruna Tiwari; Bharat Richhariya; Hari Mohan Pandey; Shuihua Wang; Muhammad Tanveer 001 (Neural Networks, 2020)

Graph-Embedded Multi-Layer Kernel Ridge Regression for One-Class Classification. - Chandan Gautam; Aruna Tiwari; Pratik K. Mishra; Suresh Sundaram 002; Alexandros Iosifidis; Muhammad Tanveer 001 (Cogn. Comput., 2021)

Minimum variance embedded auto-associative kernel extreme learning machine for one-class classification. - Pratik K. Mishra; Chandan Gautam; Aruna Tiwari (Neural Comput. Appl., 2021)

Automatic Detection of Behaviours of Risk in People with Dementia using Unsupervised Deep Learning. - Pratik K. Mishra (Canadian AI, 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)

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)

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)

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)

Skeletal Video Anomaly Detection Using Deep Learning: Survey, Challenges, and Future Directions. - Pratik K. Mishra; Alex Mihailidis; Shehroz S. Khan (IEEE Trans. Emerg. Top. Comput. Intell., 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)