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Data mining approach to construction productivity prediction ... Four machine learning algorithms, Random Forest, K-Nearest, Naive Bayes and eXtreme Gradient Enhancement (XGBoost), are used to estimate and analyze the productivity of a cutter suction dredger ...
PAPER OPEN ACCESS On-Policy Learning for the Swing Process ... the dredging construction process on personnel, it is necessary to develop a swing process control system that is highly efficient, accurate, and highly automated. Reinforcement learning (RL) is an important machine learning method, which was first proposed by Minsky, emphasizing the environment-based action to maximize the expected benefit .
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Risk-Informed Prediction of Dredging Project Duration Using ... Risk-Informed Prediction of Dredging Project Duration Using Stochastic Machine Learning. Jui-Sheng Chou * and Ji-Wei Lin . Department of Civil and Construction Engineering, National Taiwan University of Scienceand Technology, 10607 Taipei, Taiwan * Correspondence: [email protected]
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"Sediment Transport and Geomorphological Evolution in the ... Ship Shoal has been a high-priority target sand resource for dredging activities to the eroding barrier islands in Louisiana, USA. Many studies have been performed in Ship Shoal in recent decades, but our knowledge of temporal and spatial variations of sediment transport and post-dredge morphology is still limited. The objectives of this dissertation are to explore the sediment ...
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