Data mining applications in Singapore by Ang, Chung Lay, Loh, Heng Meng, Tham, Tuck Kong

“…More companies will see the benefits and will eventually jump onto the band wagon as well. Finally, we hope that readers will gain as much from reading this report as we have in preparing it.…”
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Outlook for the dry bulk shipping market in the next 5 years by Sam, Dave Perry, Chang, Yvonne, Yeo, Kai Hong

“…The objective of this report is to understand the current situation of the dry bulk market and hope to provide an outlook of it in the next five years. …”
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Machine learning for classifying chronic kidney disease and predicting creatinine levels using at-home measurements by Metherall, B, Berryman, AK, Brennan, GS

“…Moreover, such models may assist in screening a general population using at-home features—potentially increasing early detection of CKD, thus improving patient care and offering hope for a more effective approach to managing this prevalent health condition.…”

Shale oil in Russia – commercial catalyst required by Henderson, J

“…To this end, the Russian authorities have been encouraging the country’s major oil companies to explore new greenfield regions – such as East Siberia, the Black and Barents Seas, and the Arctic offshore – in the hope that major new production areas can be developed. …”

The secret geographer: thinking aloud on legal engagements in scholar-activism by Brickell, K, Jeffrey, A, McConnell, F, Ahearn, A, Calkin, S, Klosterkamp, S

“…By beginning to unshroud the secrecy of such endeavours in geography, we hope the roundtable inspires others to think more and potentially share more on their varied legal engagements in scholar-activism moving forward.…”

Exploring assignment plagiarism by students in private colleges in China by Chen, Lin, Saharuddin, Norzihani

“…They are students with weak learning foundations; students expect to receive learning rewards; students hope for better development in the future; students do not judge and understand the standard of assignment plagiarism; lecturers lack guidance and supervision of students; lecturer assignments design is not reasonable; and others. …”
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Exploring the Issues of Abandoned Housing Projects in Malaysia: Investigating Islamic Urban Development Planning and Construction Legal Principles by Md Dahlan, Nuarrual Hilal

“…Despite the persistent issue of abandoned housing projects in Malaysia, Islamic urban development planning and construction legal principles offer a beacon of hope. However, the current legislation governing the housing industry in Malaysia has fallen short of protecting buyers' rights and interests against abandoned housing projects, highlighting the urgent need for alternative solutions. …”
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A review of algorithmic approaches for cell culture media optimization by Zhou, Tianxun, Reji, Rinta, Kairon, Ryanjit Singh, Chiam, Keng Hwee

“…This review provides recommendations to researchers regarding the suitable media optimization algorithm for their applications and we hope to also promote the development of new cell culture media optimization methods that are better suited to existing and upcoming challenges in this biotechnology field, which will be essential for more efficient production of various cell culture products.…”
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A new modeling framework for networked discrete-event systems by Tai, Ruochen, Lin, Liyong, Zhu, Yuting, Su, Rong

“…Based on the defined mappings of each component, the closed-loop behavior is defined to describe the concurrent system dynamics. We hope the new framework could serve as an analysis tool, and possibly the building block for a synthesis tool, for future theoretical explorations and practical implementations of networked DES control.…”
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Polymeric nonviral gene delivery systems for cancer immunotherapy by Ke, Lingjie, Cai, Pingqiang, Wu, Yun‐Long, Chen, Xiaodong

“…With the rapid growth of immunotherapy in cancer treatment and knowledge accumulation in vector structure design, polymeric nonviral gene delivery systems may provide new hope for tumor therapy.…”
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Workload, awareness and automation in multiple-robot supervision by Wong, Choon Yue, Seet, Gerald

“…It additionally encourages the appreciation for recognized methods of applying and triggering automation. The hope is for robots to be equipped with adjustable autonomy across multiple aspects of task performance to create robotic systems with highly flexible autonomy configurations. …”
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Metal-organic frameworks and their derived materials for electrochemical energy storage and conversion: promises and challenges by Wu, Hao Bin, Lou, David Xiong Wen

“…By highlighting the advantages and challenges of each class of materials for different applications, we hope to shed some light on the future development of this highly exciting area.…”
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Micro-credentials in Malaysian higher education: a comprehensive case study approach by Cheng, Jack Kie, Yong, Irene Seok-Ching, Ch’ng, Chee Keong, Lim, Huai Tein

“…These credentials offer flexibility, targeted and tailored learning experiences that fill specific skill gaps while preparing learners for job roles. In the hope of capitalizing on the advantages of this flexible education, higher education institutions in Malaysia are increasingly adopting micro-credentials. …”
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A proposal for a technology-assisted approach to wildlife management in Singapore by Chen, Melvin, Tan, Alvin De Jun, Quek, Wei Liang, Chahed, Haroun

“…Among the results that will be discussed are the following: a significant decline in the number of macaque sightings at Student Residences over the weekend, a majority of the reported macaque sightings occurring in the early evening, no significant difference in the damage and proximity scores over time, and a trend in observed macaque activity at critical sleep-relevant time intervals and areas on campus. We hope that our approach will promote, through an improved and data-driven understanding of macaque behavioural trends, technology-assisted decision-making and a more harmonious co-existence between humans and macaques on campus and in Singapore. …”
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A study on epidemic modelling using deterministic and stochastic SIR compartmental models by Lim, Lionel Rui Qi

“…Through the constructs of our project, we hope to further develop a more comprehensive epidemic modelling framework that would provide insightful estimates on virus reproducibility when an outbreak ensues…”
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A study on whole life cycle of carbon emissions of buildings by Koh, Jia Woei

“…It gives an overview and a starting point for furthering their interest in the area, in the hope of cultivating the idea of sustainability and the movement towards net zero emissions.…”
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Improvement of the riding comfort for sentosa cable car cabin by Er, Han Guang

“…The list of feasible cooling concepts will be presented to the Mount Faber Cable Car Group for consideration to be implemented with the hope to improve and reduce the interior temperature of the cabin and hence brings about a relaxing and comfortable ride for the tourist in Singapore.…”
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Leadership styles of women entrepreneurs in Singapore by Gow, Hui Yian, Lau, Choon Huei, Lau, Louisa Su May

“…The works of other authors were also referred to in the hope of gaining a better understanding of the effects of demographic factors on the styles of decision making of women entrepreneurs. …”
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Possibilities and pitfalls? Moderate drinking and alcohol abstinence at home since the COVID-19 lockdown by Nicholls, Emily, Conroy, Dom

“…In sharing these early findings, we hope to highlight themes relevant to understanding drinking behaviour during the COVID-19 pandemic and to stimulate dialogue for immediate research priorities in this area. …”
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The Rise and Fall of the Ideal City by Scarso, Jacek Ludwig

“…The result of human intervention, cities appear to be in constant development, while hiding an increasingly unstable core. Glimmers of hope are offered by the resilience of citizens who, undaunted, fight social hardship, through individual and collective efforts. …”
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