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 …

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 …

Relationship between driving styles and biological behavior of drivers in negative emotional state

N Habibifar, H Salmanzadeh - … research part F: traffic psychology and …, 2022 - Elsevier
Objective This paper explores the links between driving style and the biological behavior of
people while driving with dangerous negative emotions (such as anger, anxiety, and fear) …

Speech emotion recognition: A review

A Thakur, S Dhull - International Conference on Advanced Communication …, 2019 - Springer
Research-oriented work in speech recognition has garnered a lot of interest since last two
decades. Emotions derived from speech have drawn considerable interest of researchers …

Evaluation of fear using nonintrusive measurement of multimodal sensors

JS Choi, JW Bang, H Heo, KR Park - Sensors, 2015 - mdpi.com
Most previous research into emotion recognition used either a single modality or multiple
modalities of physiological signal. However, the former method allows for limited …

Affective communication through air jet stimulation: Evidence from event-related potentials

MY Tsalamlal, W Rizer, JC Martin… - International Journal of …, 2018 - Taylor & Francis
In this article, effectiveness of air jet stimulation in mediated emotional communication was
investigated by assessing cross-modal influences of visual emotional expressions on tactile …

Advanced driver monitoring for assistance system (ADMAS) Based on emotions

J Izquierdo-Reyes, RA Ramirez-Mendoza… - International Journal on …, 2018 - Springer
The present study aimed to introduce an approach to implement facial analysis on
monitoring driver emotional status in real time. For this purpose, an experimental setup had …

Artificial intelligence methods in in-cabin use cases: A survey

Y Rong, C Han, C Hellert, A Loyal… - IEEE Intelligent …, 2021 - ieeexplore.ieee.org
As interest in autonomous driving increases, efforts are being made to meet requirements for
the high-level automation of vehicles. In this context, the functionality inside the vehicle …

Improving driving safety by detecting negative emotions with biological signals: Which is the best?

N Habibifar, H Salmanzadeh - Transportation research …, 2022 - journals.sagepub.com
There is ample evidence confirming the adverse effects of negative emotions such as anger,
fear, and anxiety on drivers' performance. Also, effectiveness of biological signals in emotion …