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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Experimental study on cache-performance optimization for graph storage by Foo, Wei Ling

“…In this extension, I have collected ten types of large graph datasets to measure the execution time using five graph ordering algorithms and five graph traversal algorithms as benchmarks from Fabrice Lecuyer et al. [2]. My findings show that Gorder results in the overall fastest execution time among the other graph-ordering algorithms, which validates the two initial results but highlights that Gorder is not the best performer on some types of graph datasets.…”
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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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Stratus cluster scheduler: enhancing cloud efficiency and reducing costs in VM deployment by Kho, Marcus Han Kiat

“…As obtained from the results, it was shown that Stratus consolidated the tasks into a small number of VMs, hence reducing the overall up-time of the VMs by about 99% as compared to the baseline, which improves resource utilization efficiency and reduces operational costs. These findings point to the potential of Stratus to address critical inefficiencies in managing resources on the cloud. …”
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A 1-bit 16×16 reconfigurable intelligent surfaces array for C-band by Zhang, Yucheng

“…Simulation results validate the effectiveness of this RIS array design in enhancing communication performance. The findings underscore the potential of RIS technology to achieve energy-efficient, high-performance wireless communication networks.…”
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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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Selection and optimization of scaffold materials to facilitate cellular response of C2C12 myoblasts. by Chia, Shermain Theng Xin.

“…Results obtained for the fibrin gels supported the hypothesis that there is a direct correlation between increased proliferation and attachment, change in cell morphology and substrate stiffness. However, findings from Agarose gel-based substrate were less consistent. …”
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Testing and marketing commercial accounting software packages : the case of BMS financials. by Chua, Lionel., Lee, Fong Lay., Siong, Guan-Cheng.

“…In mid-1995, the company invited our student group to undertake these testing activities, as it was at the development phase where it required independent testers with accounting knowledge to perform objective testing on BMS Financials. Through a ‘finding and fixing’ process, our task was to establish confidence that the software was a quality product ready for market release. …”
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An empirical study on the effects of promotion of corporate social responsibility on employees’ organizational citizenship behaviors. by Huang, WanQing., Liew, Shi Min., Lee Ping, Joyce.

“…The research was conducted through a survey of 312 participants from five different organizations, based in Singapore. Our key findings are that the degree of promotion of CSR by the organization relates positively to employees’ perceptions of CSR. …”
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Predictive elements of the stock market in the foothball industry. by Seek, Kah Hoe., Tay, Henry Yong Qiang., Wong, Tracee Sze Wah.

“…Additionally, we categorized our data into different competitions namely; domestic league, domestic cups and international competitions. In our findings, we identified that results from the domestic league have the strongest influence on stock returns as its beta is approximately five times more than the other two independent variables. …”
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A study on factors affecting receptivity to traditional chinese medicine In Singapore. by Chu, Hui Wen., Liu, Jia., Tan, Pei Ting.

“…The identified factors were further grouped into five constructs namely credibility, social support, clinic features, promotional means and clinic image. Our research findings showed credibility as the most important construct, followed by social support, in affecting the non- and rare users’ receptivity to TCM. …”
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