Browsing by Author "Ooi, Melanie Po-Leen"
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Evaluation of Deep Neural Network and alternating decision tree for kiwifruit detection Kuang, Ye Chow; Streeter, Lee; Cree, Michael J.; Ooi, Melanie Po-Leen (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 Abeysekera, Sanush K.; Kuang, Ye-Chow; Ooi, Melanie Po-Leen; Kalavally, Vineetha (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 Rajan, Arvind; Luo, Fu Jia; Kuang, Ye Chow; Bai, Yu; Ooi, Melanie Po-Leen (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 ...
Co-authors for Melanie Po-Leen Ooi
Melanie Po-Leen Ooi has 9 co-authors in Research Commons.