Blar i NTNU Open på forfatter "Kawan, Bikram"
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Data-driven Modeling of Ship Motion Prediction Based on Support Vector Regression
Kawan, Bikram; Wang, Hao; Li, Guoyuan; Chhantyal, Khim (Journal article; Peer reviewed, 2017)This paper presents a flexible system structure to analyze and model for the potential use of huge ship sensor data to generate efficient ship motion prediction model. The noisy raw data is cleaned using noise reduction, ... -
Neural-network-based modelling and analysis for time series prediction of ship motion
Li, Guoyuan; Kawan, Bikram; Wang, Hao; Zhang, Houxiang (Journal article, 2017)This paper presents a data-driven model for time series prediction of ship motion. Prediction based on past time series of data is a powerful function in modern ship support systems. For a large amount of ship sensor data, ...