Finite volume method for one-dimensional heat conduction in functionally graded materials by Soh, Nicholas

“…The finite volume method (FVM), which is used to study a functionally graded one-dimensional study on a material, is considered by the theoretical framework. To ensure reliable findings, manual calculations was performed on the material along with MATLAB tests to ensure robust results.…”
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Detecting hazardous events from online news and social media by Liu, Zinan

“…The scope of the report is limited to the detection of hazardous events using online news and social media data, and does not cover response and mitigation strategies for these events. The findings of this report can be useful for emergency responders, risk managers, and organizations involved in hazard detection and response. …”
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Jubiland: rework happiness by Yu, Esther Kern Hui

“…The project intends to address the challenges of finding happiness, raising awareness in the value of qualitative relationships, the importance of pursuing meaningful goals, as well as re-evaluate how to consistently nurture and sustain happiness.…”
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Cellular response to synthetic drugs : a metabolomics approach by Chen, William Wei Ning.

“…Significantly, the increase in the anabolic activity associated with the higher level of metabolic enzymes was also supported by the higher intracellular concentration of the metabolic cofactor NAD+ which was a result of an increased oxidation of NADH. Our findings therefore provide molecular evidence on metabolic effect associated with propranolol treatment. …”
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Adversarial example construction against autonomous vehicle (part 2) by Cheong, Benjamin Yii Leung

“…We have found that the FGSM attack successfully causes misclassification at epsilon values of 0.15 to 0.25. Other key findings include that variations in Time of Day, Rain and Fog conditions generally do not affect the attack’s performance in misclassification. …”
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Provenance graph generation for intrusion detection by Lim, Janesse Ziyi

“…In this study, we aim to validate these findings by generating our own benign and malicious user scenarios. …”
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Interpretable vector language models by Siow, Zi Hao

“…We associated the interpretability of a word embedding with the optimisation of various loss functions, namely Varimax, Quartimax and the l1-norm, defined on the Lie group SO(d). Our findings revealed that the l1-norm method achieved the highest level of interpretability among the three methods, because its solutions tend to have a higher proportion of matrix elements that are close to zero by promoting sparsity. …”
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Public spaces as the “centre of social struggle”: how do low-wage, unemployed Bangladeshi migrant workers perceive and use public spaces in Singapore? by See, Marilyn

“…This study seeks to analyse how public spaces are sites of social struggle for low-wage, unemployed migrant workers who face significant financial and job insecurity. Three main findings pertaining to the perceptions and utilisation of public spaces will be discussed: (1) migrant workers’ precarious position in society and their agency to seek belonging within public spaces, (2) Singapore’s attractiveness as a destination country, (3) the segregation between migrant workers and the wider population in public spaces.…”
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How can small satellites improve the weather forecast in Southeast Asia and Singapore in a context of climate change? by Toh, Xin Yi

“…Potential improvement to their coverage is proposed for data continuity in the tropical regions. The findings suggest that integrating targeted satellite missions could reduce weather gaps and improve weather forecasting reliability in Southeast Asia.…”
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Building wireless sensor network: prototype datalogging enhancement & development as a real-time modelling device by Tay, Owen Jia Hao

“…Key performance metrics, including R2, Cross Validation Score Mean (CVSM), Mean Squared Error (MSE), Root Mean Squared Error (RMSE), and Mean Absolute Error (MAE), are employed to evaluate accuracy and stability over time. The findings underscore the consistent and superior performance of the KNN model in contrast to OLS & PR. …”
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Incentives and impacts: dissecting individual and collective cheating in organizations by Riyanto, Yohanes Eko, Wang, Yuxin

“…We explored how individuals act in these scenarios through a lab experiment where three participants sequentially reported a coin toss outcome, affecting passive recipients based on the majority's dishonesty. Our findings indicate that when both the harm and benefits depend on the group's outcome, participants strategically choose their responses. …”
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Financial sentiment analysis: techniques and applications by Du, Kelvin, Xing, Frank, Mao, Rui, Cambria, Erik

“…This article defines a clearer scope for FSA studies and conceptualizes the FSA-investor sentiment-market sentiment relationship. Major findings, challenges, and future research directions for both FSA techniques and applications have also been summarized and discussed.…”
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AI-based limited data spectrum sensing for cognitive radio networks by Liu, Jianqiao

“…By simulating the entire signal transmission process multiple times, characteristic values corresponding to energy, power and cycle stability are collected, combined for different frequency domain environments and used to train targeted AI models, which can improve the recognition accuracy of the idle frequency domain with limited data. The findings underscore the potential of deep learning to revolutionize spectrum management and utilization.…”
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Investigation of electrochemistry of vitamin K1-lipid emulsion films deposited on electrode surface in the presence and absence of nafion multilayers. by Poh, Hwee Ling.

“…The analysis and mechanisms deduced from the results in this experiment are in agreement with the earlier findings on vitamin K1’s electrochemical behavior.…”
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Cross-cultural differences in the preference for brand prominence of luxury products. by Chen, Crystal Wanjing., Heng, Michelle Jia Xin., Koh, Yu Han.

“…A total of 140 useful survey responses were collected by the distribution of a self-administered survey through convenience sampling. Findings revealed that the motivations which influenced the preference for brand prominence were the need to be fashionable and the need for status. …”
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Simulation and visualisation of perching manoeuvres by Goo, Yik Wen.

“…Nevertheless, the versatility of DSix in accepting various modifications to the perching simulation was useful in finding the trends arising from different perching conditions. …”
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Apportionment methods in collective sales by Lin, Qinglian.

“…There are various ways of distributing the sales proceeds. However, finding the best apportionment method or the fairest method is crucial in order to get 80% (or 90%) or more owners to agree to sell their properties collectively. …”
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Emotional connectivity in branded entertainment and the gender divide. by Chee, Shona Ee Lin., Phang, Zhi Yuan., Low, Reuben Kok Cherng.

“…Independent t-tests and ANOVA tests were then conducted to analyse the significance level of the results. Our findings confirmed the link between branded entertainment and increased levels of emotional connectivity with these brands. …”
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Sorptive properties of biofilm matrix for heavy metal sequestering by Elisa Tiaras

“…Despite polysaccharide quantification and protein quantification that did not indicate significant differences between the 4 strains, further findings from proteomics analysis may provide a greater insight to how Pel and Psl affect the biofilm.…”
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Predictors of weight loss in overweight Singaporean males in the Singapore Adult Metabolism Study (SAMS). by Tay, Yu Juan.

“…Baseline Disinhibition was also marginally associated with weight loss (p=0.06, B=-0.422). These findings suggest that by looking at the Disinhibition scores and gym session attendance, we can predict weight loss for overweight male participants in Singapore.…”
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