Browsing by Author "6631aa96-9c47-4140-afde-156f5c5906e4"
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Brain Connectivity Analysis Under Semantic Vigilance and Enhanced Mental States
Yahya, Fares; Tariq, Usman; Hassanin, Omnia; Mir, Hasan; Babiloni, Fabio; Al-Nashash, Hasan (MDPI, 2019)In this paper, we present a method to quantify the coupling between brain regions under vigilance and enhanced mental states by utilizing partial directed coherence (PDC) and graph theory analysis (GTA). The vigilance state ... -
EEG-Based Semantic Vigilance Level Classification Using Directed Connectivity Patterns and Graph Theory Analysis
Yahya, Fares; Hassanin, Omnia; Tariq, Usman; Al-Nashash, Hasan (IEEE, 2020)This paper proposes two novel methods to classify semantic vigilance levels by utilizing EEG directed connectivity patterns with their corresponding graphical network measures. We estimate the directed connectivity using ... -
Emotion Recognition Based on Fusion of Local Cortical Activations and Dynamic Functional Networks Connectivity: An EEG Study
Yahya, Fares; Tariq, Usman; Alex, Meera; Mir, Hasan; Al-Nashash, Hasan (IEEE Xplore Digital Library, 2019)In this paper, we present a method to improve emotion recognition based on the fusion of local cortical activations and dynamic functional network patterns. We estimate the cortical activations using power spectral density ... -
A New Data-Based Dust Estimation Unit for PV Panels
Shaaban, Mostafa; AlArif, Amal AbdulAziz; Mokhtar, Mohamed; Tariq, Usman; Osman, Ahmed; Al-Ali, A. R. (MDPI, 2020)Solar photovoltaic (PV) is playing a major role in the United Arab Emirates (UAE) smart grid infrastructure. However, one of the challenges facing PV-based energy systems is the dust accumulation on solar panels. Dust ... -
Vigilance Decrement and Enhancement Techniques: A Review
Yahya, Fares; Tariq, Usman; Mir, Hasan; Alawar, Hamad; Babiloni, Fabio; Al-Nashash, Hasan (MDPI, 2019)This paper presents the first comprehensive review on vigilance enhancement using both conventional and unconventional means, and further discusses the resulting contradictory findings. It highlights the key differences ...