Collection of open chapters of books in transport research
On the use of machine learning for eeg based workload assessment algorithms comparison in a realistic task
Abstract
The measurement of the mental workload during real tasks by means of neurophysiological signals is still challenging. The employment of Machine Learning techniques has allowed a step forward in this direction, however, most of the work has dealt with binary classification. This study [...]
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Collection of open articles in transport research
Assessment of the Condition of Pipelines Using Convolutional Neural Networks
Abstract
Pipelines are structural elements of many systems. For example, they are used in water supply and heat supply systems, in chemical production facilities, aircraft manufacturing, and in the oil and gas industry. Accidents in piping systems result in significant economic damage. An [...]- 0
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Abstract
Depression is a global mental health issue generalized by a decrease in mood and satisfaction. Treatments for individuals afflicted with depressive symptoms include prescribed medications that require diagnosis to acquire. The purpose of this investigation was to accurately assist [...]
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