2019
DOI: 10.1155/2019/5369532
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Research on Relationships among Different Distress Types of Asphalt Pavements with Semi‐Rigid Bases in China Using Association Rule Mining: A Statistical Point of View

Abstract: Distress types are significant for asphalt pavement maintenance decision, and relationships among them can greatly influence the decision outcomes. In this study, to analyze the relationships among different distress types from a statistical point of view, 282 asphalt pavements with semirigid base structures in 23 regions of China were surveyed to identify 12 distress types, which were subsequently investigated by association rule mining. Results show that the distress types can be categorized into independent… Show more

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Cited by 15 publications
(10 citation statements)
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“…Considerable efforts have been made to describe the rutting performance of the asphalt mixture. Rutting relationships with other distress types of the asphalt pavement are analyzed by the association rule mining method [2]. Rahman et al calibrated rutting, alligator cracking, longitudinal cracking, and thermal cracking prediction models of the hot-mix asphalt (HMA) overlays for Oregon conditions [3].…”
Section: Introductionmentioning
confidence: 99%
“…Considerable efforts have been made to describe the rutting performance of the asphalt mixture. Rutting relationships with other distress types of the asphalt pavement are analyzed by the association rule mining method [2]. Rahman et al calibrated rutting, alligator cracking, longitudinal cracking, and thermal cracking prediction models of the hot-mix asphalt (HMA) overlays for Oregon conditions [3].…”
Section: Introductionmentioning
confidence: 99%
“…Asphalt concrete is one of the most important construction materials in the highway industry [1], which can be treated as a three-level distributed system: the coarse aggregates, the asphalt mastics, and the voids [2,3]. e existence of coarse aggregates leads to the conspicuous granular behavior of asphalt concrete [4,5].…”
Section: Introductionmentioning
confidence: 99%
“…In winter, driving safety of pavements is a major concern for road agencies in many countries. Snow and ice on pavement in winter will lead to a significant decline in its skid resistance, which seriously jeopardizes driving safety and makes serious traffic accidents easy [1][2][3][4].…”
Section: Introductionmentioning
confidence: 99%