The study of Rashomon effects on machine learning : a case study on breast cancer by Wee, Yu Hui

“…In this study, we will be using 3 ER breast cancer datasets as a case study and we look at the results of the selection of each individual tree in the forest using the standard random forest algorithms and when bootstrapping of the attributes was removed. …”
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Secure estimation for attitude and heading reference systems under sparse attacks by Jiang, Rui, Liu, Xinghua, Wang, Han, Ge, Shuzhi Sam

“…It is shown that the proposed secure estimator coincides with the Kalman estimator with certain probability when there is no attack, and can be stable when p elements of the model state are compromised. …”
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Autonomous learning machine for online big data analysis by Ng, Jia Yu

“…Deep Metric Learning (DML) supports the non-linearity problem faced when unsupervised learning is used; whereby multi-input data corresponds to one output. …”
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Media consumption in a new home: a qualitative study on news exposure (real and fake) among Filipino immigrants in Singapore by Larin, John Ivan Martinez

“…The identification of strategies employed when faced with disinformation, such as dependence on personal judgement and preferred external sources, also allows for the understanding of how media consumers can be susceptible to fake news.…”
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Effect of coupling in steel/aluminium laminate subjected to tensile load and bending load by Pak, Jun Wei

“…This project involves the study of coupling effects in steel/aluminium metal laminate composite when subjected to either tensile or bending loads. …”
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Design of the inductive DC-DC buck converter by Lee, Carmen May Yee

“…The power stage of buck converter has an efficiency of 91.77% when load current is 100mA at 250kHz. The input voltage is designed to be 3V with an output voltage of 1V. …”
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Behavior-based pricing: an analysis of the impact of anticipated regret by Zhou, Qin, Yuen, Kum Fai

“…In addition, we find that firms have to change their traditional BBP strategy from rewarding new customers to rewarding repeat customers when repeat-purchase regret is sufficiently high.…”
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Spatial-temporal sensor data imputation in traffic data modelling by Nie, Helei

“…The experiments show promising results when the traffic data contain large random missing regions in the time domain.…”
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Modelling, control and simulation of a 4-legged robot for obstacle avoidance by Cham, Xun Yong

“…IMU sensor is implemented to observe the orientation of the robot, and check if the robot body is tilted in the case when the robot is climbing slope or obstacle. The overall simulation has successfully implemented and achieved the following: The integration of Gazebo and Rviz for complete simulation testing environment, using 2D LiDAR to scan and constructing a map, using Nav2 plugin to perform recovery action when facing small obstacle, and using IMU sensor to implement a close loop feedback controller.…”
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An analysis on the Vietnam's equity market. by Sng, Ya Ying., Chang, June Tneg., Tran, Thanh Thuy.

“…One may wonder what conflicts will arise when a capitalistic economy is governed by a communist government, especially when corruption remains serious in the country. …”
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Using print narrative to address mental illness stigma. by Liao, Jun Qi., Low, Yue Ting., Sim, Roslina Hui Ting., Too, Vanessa Su Wen.

“…In contrast, higher source trustworthiness was more effective in changing attitudes when participants had high issue involvement and positive pre-attitudes towards mental illness.…”
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The monsters under my bed : fears and phobias. by Chong, Cherlyn Peiwen.

“…But if this fear is not controlled, it can take over our entire lives. And that is when we have a phobia. A phobia is an irrational fear and one that is hard to manage. …”
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Primate resting postures : an adaptation to mammalian herbivory? by Chua, Physilia Ying Shi.

“…All the groups except for the Apes showed a preference for resting in a sitting upright posture when on the trees as compared to when on the ground.…”
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Peace. by Ong, Chee Wee.

“…Slowly and deeply its roots grow, into the hearts that it vowed to shade and protect, hoping that one day they will learn the act of sacrifice. And when that time comes, the magnificent tree will bow one last time, giving way to the young ones that will take its place. …”
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Jurong Island groundwater study : yield enhancement through surface water recharge by Koh, Seow Jin.

“…When this happens, there is a possibility of saltwater intrusion and even contaminating the groundwater supply. …”
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Design and development of tool for transferring and drilling perpendicular pattern hole by Ng, Gaston Jian Shan

“…Drilling is necessary when a large or heavy object needs to be mounted or attached to the wall. …”
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Development of morphing UAV actuated with shape memory alloy by Zhang, Alwyn Jianzhong

“…SMAs are “smart” materials that remember its original shape and are able to return to the shape after deformation when heated to a certain temperature. The process is also known as Shape Memory Effect (SME). …”
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A systematic review : sport management undergraduates' employability by Ng, Glinnis Xi Tong

“…Specifically, finding what the Sport Management practitioners consider important when looking at their prospective employees, identifying what the curriculum is lacking when preparing its students for employment, and lastly, recognising the possible solutions to better aid students transit into employment. …”
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CFD on marine propellers by Tong, Chang Yi

“…Similarly, there are also differences in the flow and pressure distributions when the fluent flows through different propellers. …”
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Lights and sounds : effects of congruence and musical sophistication on auditory and visual perception by Aw, Justus Jinyue

“…Such effects are observed, for example, when visual stimuli presented higher in visual space seem to are reacted to more quickly when an accompanying sound is also high in pitch as compared to if the sound is low in pitch. …”
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