Towards explainable artificial intelligence in the banking sector by Jew, Clarissa Bella

“…Drawing upon the capabilities of language generation models, the system goes beyond current XAI outputs by generating text-readable explanations, establishing a crucial link for users which was absent before. Preliminary survey findings indicate a positive response from respondents, affirming the viability of incorporating such technologies in the system. …”
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Use of large language models (LLMs) for personalized and accessible mental health support by Lee, Junwei

“…Additionally, this study highlights key findings, shares valuable lessons learned, and acknowledges the primary limitations encountered, paving the way for the potential integration of 3D AI assistants as a transformative resource in enhancing the mental health of students.…”
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Robust voice activity detection using DNN approaches by Parashar Kshitij

“…Our investigations encompass a nuanced examination of varying parameters such as chunk sizes, strides, and prediction thresholds, aiming to discern their nuanced impacts on model performance. From our findings, we discern Pyannote as the standout performer exhibiting superior accuracy compared to Silero by approximately 16.87% and MarbleNet by approximately 25.97% on the DIHARD III dataset. …”
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An exploratory investigation into the moderating effect of academic resilience on the relationship between academic burnout and counterproductive academic behaviour by Ong, Mark Yi Cong

“…The education sector could look to capitalise on this study as a springboard for deepening theoretical knowledge of this under-researched area, through further replication and extension work. Moreover, the findings from this study could also be applied to bring about practical benefits by improving undergraduates’ mental wellbeing while preserving the integrity of educational institutions and the spirit of education.…”
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Finite element analysis (using ANSYS) of curvature-correction of in-grown human toe-nail with corrective elastic strips pasted on to the nail surface by Koh, Kai Xin

“…An objective of this FYP is to explore and develop an optimized modelling procedures by varying these parameters. The findings of this FYP suggest that as the thickness of the elastic strip increases, the maximum stress in the elastic strip and the maximum pressure on the toenail increase. …”
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Data driven air pollutant concentration forecast system by Ong, Li Xuan

“…And for that reason, insightful information into future pollutant concentrations is attained. Hence, the findings of this project highlight the critical importance of accurate air quality forecasting in addressing the health impacts of air pollution.…”
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Experimental and simulation analysis of energy absorption capacity of 3D printed structure design by Low, Evans Tze Sheng

“…Future studies could explore the other different features or combinations that can be implemented together with a closed-cell foam model, farther optimizing and enhancing the energy absorption of the structure. The findings of this study can help contribute experimental data to high density closed-foam models as well as development of lightweight and efficient energy absorbent structures…”
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A study on whole life cycle of carbon emissions of buildings by Koh, Jia Woei

“…A multi-pronged research methodology was employed, combining academic research trends analysis using bibliometric data, interviews with industry professionals, a review of existing Life Cycle Assessment (LCA) and carbon calculation tools, and a comparative case study. The findings revealed a growing emphasis on integrating LCA practices with Building Information Modelling (BIM) and showcased the variety of different LCA software and regional carbon calculators. …”
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Recording and evaluation of soundscapes by Muhammad Fahmi bin Ahmad

“…The high level of agreement between microphones suggests the suitability of various setups for capturing reliable soundscape data, with EARS microphones showing a particularly close correlation to SqoBold recordings. These findings contribute to the development of efficient and cost-effective methods for future soundscape studies.…”
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SEM model: cognitive function predicting activities of daily living and instrumental activities of daily living performance in older adults by Goh, Pei Swhen

“…Thus, proving that cognitive function was a predictor of specific ADL and IADL tasks. However, our findings are limited in that it is based off individuals from the United Kingdom. …”
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Finite element analysis of rectangular composite plates subjected to a uniformly distributed load by Chin, Yan Hunk

“…Overall, the results from Finite Element Analysis are validated by theoretical calculations using previously derived formulas and the MATLAB software to a high degree of accuracy. Therefore, the findings from ANSYS can be deemed to be reliable. …”
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On the translation of tourism from the perspective of cross-cultural: a case study of the Luoyang Longmen Grottoes by Yu, Hanqi

“…The role of translators’ mediation and the application of translation theories and methods, such as the Skopos theory, will also be explored. The findings of this study highlight the importance of appropriate word choices and effective strategies that translators should employ in the tourism translation process.…”
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The role of executive function in cognitive reappraisal: a meta-analytic review by Toh, Wei Xing, Keh, Jun Sheng, Gross, James J., Carstensen, Laura L.

“…While the way reappraisal was measured did not moderate any of the relations between EF and reappraisal, we found stronger relations between inhibition and reappraisal when EF was assessed using tasks that involved affective, relative to nonaffective, stimuli. Our meta-analytic findings offer modest support for the idea that EFs are cognitive constituents of reappraisal processes.…”
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Ten quick tips for ensuring machine learning model validity by Goh, Wilson Wen Bin, Kabir, Mohammad Neamul, Yoo, Sehwan, Wong, Limsoon

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Network analysis on neuro-imaging data using functional connectivity by Chen, Hongpo

“…The models achieved varying results and classification accuracy, with certain models performing better than the others, revealing differences in long-range connectivity between frontal and parietal regions in ASD subjects. These findings highlight the potential of graph-based methods in neuroimaging research and for understanding the neural mechanisms of ASD. …”
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Anthropomorphism and socialization in smart urban mobility: insights from human-autonomous vehicle interaction by Wu, Min

“…The second study highlights the crucial role of anthropomorphism and social responsiveness in improving pedestrian-vehicle interactions and responsibility attribution. The third finds that anthropomorphic design and hierarchical status enhance user self-accountability and use intention, with such effects moderated by education, ethnicity, and incident experiences. …”
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A study of warehouse management system in Singapore by Huang, Min.

“…This research project was carried out by collecting survey data and conducting interviews with industry working professionals in the data consolidation and analysis phase. The findings indicate that: - The small scale of WMS implementation in Singapore logistics industry is attributed to the substantial representation of small players. …”
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Bacteriological studies at Kranji catchment by Koo, Zhi Han.

“…It was also observed that agriculture type of land use of 773, 988 CFU per 100 ml has higher E. coli median concentrations as compared to STP type of land use of 2, 200 CFU per 100 ml when the expected result was STP type of land use to have the highest bacterial concentration among the four main types of land use. The findings from this study help in establishing appropriate measure to control the bacterial concentration within the urban area thus solving the pollution caused by urban runoff.…”
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Online game for Chinese chess by Lee, Jia Woei.

“…It was also crucial in finding appropriate software to implement an online Chinese Chess game. …”
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Digital wavefront recording, reconstruction and 3D display by Qian, Kemao

“…The successful completion of the project and findings we achieved inspire us to a bolder ambition to ultimately solve the phase analysis problem: an accurate, robust and real-time fringe analysis tool.…”
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