[HTML][HTML] Convolutional neural network for drowsiness detection using EEG signals

S Chaabene, B Bouaziz, A Boudaya, A Hökelmann… - Sensors, 2021 - mdpi.com
Drowsiness detection (DD) has become a relevant area of active research in biomedical
signal processing. Recently, various deep learning (DL) researches based on the EEG …

Stochastic technology life cycle analysis using multiple patent indicators

C Lee, J Kim, O Kwon, HG Woo - Technological Forecasting and Social …, 2016 - Elsevier
Technology life cycle analysis plays a crucial role in setting up investment-related strategies.
The dominant approach to technology life cycle analysis utilizes curve fitting techniques to …

Capacity-fading behavior analysis for early detection of unhealthy Li-ion batteries

C Lee, S Jo, D Kwon, MG Pecht - IEEE Transactions on …, 2020 - ieeexplore.ieee.org
Reliability testing on lithium-ion (Li-ion) batteries is critical to designing operational back-
end strategies for develo** portable electronics. In this article, we develop a capacity …

[HTML][HTML] A BCI based alerting system for attention recovery of UAV operators

J Park, J Park, D Shin, Y Choi - Sensors, 2021 - mdpi.com
As unmanned aerial vehicles have become popular, the number of accidents caused by an
operator's inattention have increased. To prevent such accidents, the operator should …

Patterns of technology life cycles: Stochastic analysis based on patent citations

C Lee, J Kim, M Noh, HG Woo… - Technology Analysis & …, 2017 - Taylor & Francis
Patent analysis has been considered as an effective means of estimating phases of a
technology life cycle. However, previous studies have not considered the dynamic and …

Estimation and quantification of vigilance using ERPs and eye blink rate with a fuzzy model-based approach

S Samima, M Sarma, D Samanta, G Prasad - Cognition, Technology & …, 2019 - Springer
Vigilance, also known as sustained attention, is defined as the ability to maintain
concentrated attention over prolonged time periods. Many methods for vigilance detection …

Correlation of P300 ERPs with visual stimuli and its application to vigilance detection

S Samima, M Sarma, D Samanta - 2017 39th Annual …, 2017 - ieeexplore.ieee.org
Vigilance or sustained attention is defined as the ability to maintain concentrated attention
over prolonged time periods. It is an important aspect in industries such as aerospace and …

Evidence-based training and adaptive control: exploring the cognitive and neural processes and the interface between the pilot and flight control systems (work in …

NK Bollock, MP O'Brien, Y Gai, SM Belt - 2019 ASEE Annual …, 2019 - peer.asee.org
In support of a broader collaborative research initiative, proposed is a preliminary study
which seeks to understand the cognitive and neural mechanisms of student pilots by …

Exploring Pilot Workload During Professional Pilot Primary Training and Development: A Feasibility Study

S Belt, Y Gai, S Gururajan, G Tamilselvan… - Advances in Human …, 2021 - Springer
Workload is an effective analytical attribute that helps to evaluate a pilot's performance while
operating an aircraft yet is an under-researched construct in aviation. In the foundational …

A semi-supervised inattention detection method using biological signal

Y Choi, J Park, D Shin - Annals of Operations Research, 2017 - Springer
Recently, operations research methods have been utilized for biological data analysis as a
huge amount of biological data becomes available. One of popular applications of the data …