An innovative random-forest-based model to assess the health impacts of regular commuting using non-invasive wearable sensors

MS Sharif, M Raj Theeng Tamang, CHY Fu, A Baker… - Sensors, 2023 - mdpi.com
Regular commutes to work can cause chronic stress, which in turn can cause a physical and
emotional reaction. The recognition of mental stress in its earliest stages is very necessary …

Measuring Stress Response via the EEG-A Review

A Łysiak - … Engineering and Neuroscience: Proceedings of IC …, 2021 - Springer
One of the most significant factors influencing a person's well-being is stress. It can be
measured via some standardized questionnaires, however, they have some major …

[HTML][HTML] Classifying the Cognitive Performance of Drivers While Talking on Hands-Free Mobile Phone Based on Innovative Sensors and Intelligent Approach

BN Ossai, MS Sharif, C Fu, JC Moncy, A Murali… - Journal of Sensor and …, 2024 - mdpi.com
The use of mobile phones while driving is restricted to hands-free mode. But even in the
hands-free mode, the use of mobile phones while driving causes cognitive distraction due to …

A novel process to setup electronic products test sites based on figure of merit and machine learning

A Siddiqui, MYI Zia, P Otero - IEEE Access, 2021 - ieeexplore.ieee.org
Consumer electronic manufacturing (CEM) companies maintain a range of electronic
products that are designed and tested according to the type and end-user requirements …

Deep learning identifies brain cognitive load via EEG signals

A Diwakar, T Kaur, C Ralekar… - 2020 IEEE 17th India …, 2020 - ieeexplore.ieee.org
The process of EEG signal analysis involves multi-frequency non-stationary brain waves
from many channels. Appropriate segmentation of these signals, extracting discriminatory …

Evaluating the Stressful Commutes Using Physiological Signals and Machine Learning Techniques

MS Sharif, MRT Tamang, W Elmedany… - … on Innovation and …, 2022 - ieeexplore.ieee.org
Stress can be described as an alteration in our body that can cause strain emotionally,
physically, or psychologically. It is a reaction from our body to something that demands …

Meditation Therapy for Stress Management Using Brainwave Computing and Real Time Virtual Reality Feedback

D Pawade, A Sakhapara, R Rege, S Gupta… - … Conference on Data …, 2022 - Springer
It is a well-accepted fact that today every individual has to perform so many activities
simultaneously which leads to a hectic lifestyle. This hectic lifestyle has resulted in an …

An Intelligent Model to Predict the Impact on Health Due to Commuting to Work on a Regularbasis

MS Sharif, M Theeng Tamang, C Fu… - Cynthia and Baker …, 2022 - papers.ssrn.com
A regular commute to work can become a source of chronic stress, which is reflected in
physicaland emotional responses. We sought to investigate the physiological effects of …

Design and Implementation of a Telehealthcare Interactive System for Cerebral Disorders Detection Based on Virtual Instruments and EEG Signals.

IB Al-Mashhadani - Mathematical Modelling of Engineering …, 2024 - search.ebscohost.com
The proposed method deals with the study and analysis of EEG signal using LabVIEW
Biomedical toolkit effectively. The objective of this paper is to identify brain disorders, using …

Predicting the Health Impacts of Commuting Using EEG Signal Based on Intelligent Approach

MS Sharif, MRT Tamang, C Fu - 2021 International Conference …, 2021 - ieeexplore.ieee.org
Commuting to work is an everyday activity for many which can have a significant effect on
our health. Commuting on regular basis can be a cause of chronic stress which is linked to …