Predictive maintenance using machine learning by Amal Roy Lerroy Ashwin

“…Eventually, it was found that anomaly detection with AE was best suited for a generalized approach across bearings of different characteristics. …”
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Evaluation & characterization of biodegradable polymer by Loo, Jason Zi Shun

“…The normal condition bag provides the best properties for usage.…”
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An Optimal MPC Algorithm for Subunit-Monge Matrix Multiplication, with Applications to LIS by Koo, Jaehyun

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Semantic mapping for articulated objects by Luar, Shui Song

“…With a DeepLabv3-Inception network with a ResNet101 backbone, we report best pixelwise accuracy of 0.931 and mIOU of 0.606. while training on 2 object classes from the ADE20K dataset. …”
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Speed-flow models for Singapore downtown ring roads by Leo, Joseph Hee Chiang

“…This study seeks to derive the best fitting scalable speed-flow model based on data collected from downtown ring roads and concurrently examine the effect of road parameters, namely the number of lanes and lane width, on speed-flow models. …”
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Milk and mothercraft : infant feeding trends in Singapore from 1900 to the 1970s by Lum, Jasmine Syn Mun

“…Overall, this study argues that while the mother’s breastmilk was consistently regarded as the best for infants, provision of milk in accordance with prevailing ‘modern’ health standards and social pressures faced by mothers resulted in the prevalence of breast-milk substitutes in infant feeding trends in Singapore.…”
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GitOps in Kubernetes clusters by Poh, Kai Kiat

“…This project aims to create an end-to-end pipeline combining Git best practices, Continuous Integration and Continuous Deployment (CI/CD) and apply them to infrastructure automation, provisioning and monitoring. …”
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Data-driven power system stability assessment by Kang, Hongyu

“…By evaluating and comparing the performance of the models, I found that the proposed models all have good generalization ability and accuracy in forecasting the stability of the power system, with ANN having the best model fit.…”
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Value investing with machine learning: the South American market by Chen, Ye

“…The conclusion drawn is that a model with two layers, where the first layer has 200 neurons and the second layer has 100 neurons, exhibits the best performance. Such a model demonstrates satisfactory accuracy in predicting stock price trends for both large and small companies.…”
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Biometric efficient identification algorithm and network authentication system with robust liveness check by Zhu, Jiaqi

“…People are trying their best to shift as many things from the conventional platform to the network platform as quickly as possible, such as trading, shopping, banking etc. …”
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Water reclaimation and reuse using photocatalyst : review and preliminary experiment by Ng, Guan Si.

“…More experiment would be needed to obtain the best condition for mineralization.…”
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Gold nanostructure related direct electron transfer of protein in biosensing. by Soh, Jun Hui.

“…Results demonstrate that 3D porous Au nanofilm produces the best DET behaviour of Hb, which results in highest sensitivity in the biosensing of H2O2. …”
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Discovery zone in the library : a new service for the children by Tan, Florence Kia Mui.

“…The differences in the perception between parents and their children point to the need to value children's feedback who are the best persons in telling designers what is considered fun and play.…”
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Ambiguity in absurdity : Gogol's the nose and the overcoat. by Yixin, Huang.

“…A name which deserves to be added to the list but is often denied equal credit is Nikolai Gogol. Best known for his novel Dead Souls, Gogol is deemed as a better writer than Pushkin by Nabokov: “The prose of Pushkin is three-dimensional; that of Gogol is four-dimensional, at least.” …”
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Laddered multilevel inverters used in solar panel system by Chen, Junyan

“…To get the least total harmonic distortion, Matlab software is used to calculate the best firing angles.…”
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Detecting unfair ratings attacks in online rating systems by Ho, Wenxu.

“…In order to ensure of getting the “best deals”, most people tend to turn to online rating systems for advices to make informed decisions regarding the purchase of products or services. …”
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Incorporated nanoparticles in MOFs thin film for catalysis by Tan, Pei Ting.

“…In this project, the focus of research will be to incorporate thin film MOF with a mixture of nanoparticles, Pt/Au and Pt/Cu2O to find out the best combination to achieve a novel catalyst. Au and Cu2O both act as sacrificial templates, they are embedded and etched off to create pores and increase the porosity of ZIF-8. …”
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Experimental verification of acoustic communication along drill pipes by Lim, Eugene Shizheng.

“…Findings also showed that 8-pipe ascending-descending order arrangement produces the best performance compared to the other variable pipe arrangements.…”
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Toughening epoxy with lignin-based additive by Goh, Sally Hwee Li

“…Incorporation of 1.0wt% of AL-COOH produces the best results out of the different compositions of AL-COOH. …”
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Why is income inequality necessary for economic growth? If income equality is achieved, will economic growth stagnate? by Tan, Melisa Mei Jin

“…Intense emotions tend to gather on the issue of income inequality with many scholars rallying the negative impacts of income inequality on economic growth. There may not be one best positive impact of income inequality, but a careful thought on the causal and consequences of income inequality will shed light that beyond the negativity, positive impacts of income inequality on economic growth are also worth investigating. …”
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