Browsing by Author "Ooi, Melanie Po-Leen"
Now showing items 1-3 of 3
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Evaluation of Deep Neural Network and alternating decision tree for kiwifruit detection
(2019)Robotic kiwifruit harvesting systems are currently being introduced to improve the reliability and farming yields of kiwifruit harvesting operations. Machine learning is widely used to carry out the visual detection tasks ... -
Maximal Associated Regression: A nonlinear extension to Least Angle Regression
(Institute of Electrical and Electronics Engineers (IEEE), 2021)This paper proposes Maximal Associated Regression (MAR), a novel algorithm that performs forward stage-wise regression by applying nonlinear transformations to fit predictor covariates. For each predictor, MAR selects ... -
Reliability-based design optimisation of structural systems using high-order analytical moments
(Elsevier, 2020)Reliability-based design optimisation paradigm has become increasingly popular to achieve economical yet safer structural designs. However, within the iterative optimisation procedure, it is a challenging problem to ...
