User profiles for Mouhannad Ali

Mohanad Hage Ali - Verified email at carnegie-mec.org - Cited by 213
Mohanad ME Ali - Verified email at my.swjtu.edu.cn - Cited by 21

EEG-based emotion recognition approach for e-healthcare applications

M Ali, AH Mosa, F Al Machot… - … on ubiquitous and future …, 2016 - ieeexplore.ieee.org
Emotions play an extremely important role in how we make a decision, planning, reasoning
and other human mental states. The recognition of these emotions is becoming a vital task …

A deep-learning model for subject-independent human emotion recognition using electrodermal activity sensors

F Al Machot, A Elmachot, M Ali, E Al Machot… - Sensors, 2019 - mdpi.com
One of the main objectives of Active and Assisted Living (AAL) environments is to ensure that
elderly and/or disabled people perform/live well in their immediate environments; this can …

A driver state detection system—Combining a capacitive hand detection sensor with physiological sensors

…, AH Mosa, LM Faller, M Ali… - IEEE transactions on …, 2017 - ieeexplore.ieee.org
With respect to automotive safety, the driver plays a crucial role. Stress level, tiredness, and
distraction of the driver are therefore of high interest. In this paper, a driver state detection …

Emotion recognition involving physiological and speech signals: A comprehensive review

M Ali, AH Mosa, FA Machot, K Kyamakya - Recent Advances in Nonlinear …, 2018 - Springer
Emotions play an extremely important role in how we make decisions, in planning, in reasoning,
and in other human mental states. The recognition of a driver’s emotions is becoming a …

A globally generalized emotion recognition system involving different physiological signals

M Ali, F Al Machot, A Haj Mosa, M Jdeed, E Al Machot… - Sensors, 2018 - mdpi.com
Machine learning approaches for human emotion recognition have recently demonstrated
high performance. However, only/mostly for subject-dependent approaches, in a variety of …

Real-time raindrop detection based on cellular neural networks for ADAS

F Al Machot, M Ali, A Haj Mosa… - Journal of Real-Time …, 2019 - Springer
A core aspect of advanced driver assistance systems (ADAS) is to support the driver with
information about the current environmental situation of the vehicle. Bad weather conditions …

Activity recognition in sensor data streams for active and assisted living environments

F Al Machot, AH Mosa, M Ali… - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
In active and assisted living environments, a major service that can be provided is the automated
assessment of elderly people's well-being. Therefore, activity recognition is required to …

Cnn based subject-independent driver emotion recognition system involving physiological signals for adas

M Ali, FA Machot, AH Mosa, K Kyamakya - … for the Automobile of the Future, 2016 - Springer
Supporting drivers by Advanced Driver Assistance Systems (ADAS) significantly increases
road safety. Driver’s emotions recognition is a building block of advanced systems for …

[BOOK][B] Power points defining the Syria-Hezbollah relationship

MH Ali - 2019 - carnegieendowment.org
Hezbollah’s relationship with Syria has long been characterized by periods of mutual distrust
and conflicting goals. Both sides pursue their own political priorities with little regard for the …

A novel EEG-based emotion recognition approach for e-healthcare applications

M Ali, F Al Machot, AH Mosa, K Kyamakya - Proceedings of the 31st …, 2016 - dl.acm.org
Electroencephalogram (EEG) signals play an important role in e-healthcare systems,
especially to recognise the mental state of patients that could need a special care. This paper …