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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Direct ink writing 3D printing of smart responsive materials by Seah, Matthew Qi Hua

“…The mesh-like design provides a scalable solution for embedding intelligent sensors into complex surfaces or structures without compromising functionality. The findings of this research underscore the versatility of DIW 3D printing in producing advanced smart materials for real-time monitoring applications. …”
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Effects of heat treatment parameters on the microstructure and mechanical properties of laser power bed fusion (LPBF) 316L stainless steel by Sun, Yuheng

“…The mechanical properties of samples annealed at 1200 and 1300 °C with various holding times were further evaluated, and a wide property range is obtained, These findings contribute to optimizing thermal processing routes for the LPBF-manufactured components and ensuring their reliability in critical applications.…”
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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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Hybrid nanomaterials for improved photocatalytic performance by Ho, Jeffrey Weng Chye.

“…Most importantly, we have an edge over P25 in term of visible light absorption. As such, this new finding does not only help to reduce the cost of production but also, to make it affordable.…”
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A study on the influence of corporate social responsibility on brand equity among Singaporeans. by Ngui, Jia Min., Lee, Jackson Ting Zhang., Chua, Roxanne Wan Xuan.

“…We generated a number of hypotheses from a careful review of the literature and collected data for the study via an online survey and analysed the results using the appropriate statistical methods. Most of our findings support our hypotheses and we found that CSR policies do have a positive effect on brand equity among Singaporean consumers. …”
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Legionella pneumophila filamentous morphological form and the generation of novel spherical form upon interaction with protozoan hosts by Chan, Sock Hoai

“…Collectively, these findings suggest that under an intricate balance of environmental factors, the predominantly bacillary L. pneumophila is capable of differentiating into the filamentous form, which upon interaction with protozoan hosts may be triggered to differentiate rapidly back into the bacillary form via a spherical intermediate.…”
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Synthesis and applications of novel graphene-based composites by Cao, Xiehong

“…In this method, GO sheet was served as the both template and carbon source for the synthesis of rGO/CNW composite. Based on this finding, parallel-aligned patterns of rGO/CNW composite can be obtained by pre-patterning of the GO sheets on SiO2/Si wafer, which was further used as chemical sensor. …”
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Low dropout linear voltage regulator by Tan, Max Chuan Hung.

“…A comprehensive description of the theories, calculations, concept behind the circuit design, findings and setback of the various design phases will be further elaborated in this report. …”
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Effects of product reviews on purchase intention : online shopping from a presence perspective. by He, Xiaoyu.

“…The thesis concludes with practical and theoretical implications of the findings.…”
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Revisiting “conversations between father and son” by Ong, Bendini Junior Boon Kok

“…In this environment, some audience members will join the artist in initiating and reimaging conversations by assuming the role of the medium, as her father and for the art experience, creating meaning, projecting resolution, finding peace or embracing support. Conversations Between Father and Son (2010) was a part documentary; part obsequy; part performance piece dedicated as a tribute to Marla’s father who died in 2009. …”
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Lexical stress perception : a case study on Tamil-English bilinguals by Lim, Samantha JieYing

“…However, a trend of stress perception difficulty among Hindi-English bilinguals was observed, and language dominance identified as an influencing factor. This unexpected finding is discussed in relation to a few theoretical models, including Cutler’s bimodality theory (1992).…”
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Audio coding application by Chan, Gary Xin Hao

“…The experiment data and values will then also be tabulated in the subsequent sections to validate the various findings and properties that should be obtained from the equal loudness curve. …”
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Leadership styles of women entrepreneurs in Singapore by Gow, Hui Yian, Lau, Choon Huei, Lau, Louisa Su May

“…Frequency and statistical analyses were performed on the raw data collected. The research findings did not reveal any specific style of decision making. …”
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Design of a 100W PV based power supply for lead acid battery charging with MPPT circuit by Erping

“…Modelling of each component namely the Photovoltaic cell, DC-DC Converter, MPPT Circuit and Battery Charging circuit are being done all through the PSIM software and are simulated to provide the results of the findings given the variables involved. All modelling circuit and component sizing are calculated through project research which would be reflected within this paper to produce the resulting to be compared respectively. …”
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