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Limitation of the Artificial Neural Networks Methodology for Predicting the Vertical Swelling Percentage of Expansive Clays
Publisher: American Society of Civil Engineers
Abstract: The general swelling model has recently been updated in Israel by applying the Excel-solver command (ESC) analysis to new local test results from 897 undisturbed specimens. In this analysis, the goodness-of-fit statistics ...
Using the Artificial Neural Networks Methodology to Predict the Vertical Swelling Percentage of Expansive Clays
Publisher: American Society of Civil Engineers
Abstract: Regular use of artificial neural networks (ANN) analysis for predicting the vertical swelling percentage of expansive clays may lead to inappropriate results in terms of their geophysical behavior. This paper presents two ...
Investigation of Conflict Characteristics at Airway Intersections
Publisher: American Society of Civil Engineers
Abstract: Congestion of aircraft traffic along airways and in the terminal areas of large airports has significantly increased in recent years. To handle the new levels of congestion in the skies a better understanding of air conflicts ...
Implementation of Deep Neural Networks for Pavement Condition Index Prediction
Publisher: ASCE
Abstract: Pavement condition index (PCI) is commonly used in pavement management systems (PMS) for indicating the extent of the distresses on the pavement surface. PCI values are a function of distress type, severity, and density. ...
Multilabel CNN Model for Asphalt Distress Classification
Publisher: ASCE
Abstract: One of the most challenging tasks in pavement management and rehabilitation is to detect and classify different distress types from images collected during field surveys. In this paper, a multilabel convolutional neural ...
Free-Flow Travel Speed Analysis and Monitoring at the National Level Using Global Positioning System Measurements
Publisher: American Society of Civil Engineers
Abstract: Among the main factors affecting road crash injuries, speed is considered as a leading cause and contributing factor. There are numerous studies linking travel speeds and road crashes. Hence, an essential part of road ...
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