Search Results - "Ishaque, Syem"

Trends in Heart-Rate Variability Signal Analysis by Ishaque, Syem, Khan, Naimul, Krishnan, Sri

“…Heart rate variability (HRV) is the rate of variability between each heartbeat with respect to time. It is used to analyse the Autonomic Nervous System (ANS),…”
Get full text

Physiological Signal Analysis and Stress Classification from VR Simulations Using Decision Tree Methods by Ishaque, Syem, Khan, Naimul, Krishnan, Sridhar

“…Stress is induced in response to any mental, physical or emotional change associated with our daily experiences. While short term stress can be quite…”
Get full text

Detecting stress through 2D ECG images using pretrained models, transfer learning and model compression techniques by Ishaque, Syem, Khan, Naimul, Krishnan, Sri

“…Stress is a major part of our everyday life, associated with most activities we perform on a daily basis and if we are not careful about managing stress, it…”
Get full text

Comprehending the impact of deep learning algorithms on optimizing for recurring impediments associated with stress prediction using ECG data through statistical analysis by Ishaque, Syem, Khan, Naimul, Krishnan, Sri

“…Despite the myriad of stress related research studies, there has been very few studies which focused on the complexity of the ECG signal/data, prior to…”
Get full text

Multilevel Stress Assessment From ECG in a Virtual Reality Environment Using Multimodal Fusion by Ahmad, Zeeshan, Rabbani, Suha, Zafar, Muhammad Rehman, Ishaque, Syem, Krishnan, Sri, Khan, Naimul

“…Electrocardiogram (ECG) is an attractive option to assess stress in serious virtual reality (VR) applications due to its noninvasive nature. However, the…”
Get full text

Physiological Signal Analysis and Classification of Stress from Virtual Reality Video Game by Ishaque, Syem, Rueda, Alice, Nguyen, Binh, Khan, Naimul, Krishnan, Sridhar

“…Stress can affect a person's performance and health positively and negatively. A lot of the relaxation methods have been suggested to reduce the amount of…”
Get full text

Multi-level Stress Assessment from ECG in a Virtual Reality Environment using Multimodal Fusion by Ahmad, Zeeshan, Rabbani, Suha, Zafar, Muhammad Rehman, Ishaque, Syem, Krishnan, Sridhar, Khan, Naimul

“…ECG is an attractive option to assess stress in serious Virtual Reality (VR) applications due to its non-invasive nature. However, the existing Machine…”
Get full text