Graph neural network in recommender systems by Koh, Yi Kun

“…The reason why Graph Neural Networks (GNNs) have become popular in these systems is because they are well-suited to handle the graph-like nature of the data and are superior in learning graph representations. …”
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Experimental study of the bending of a soft bar by Yeo, Matthew Chee Yean

“…Soft materials are of great interest in the present day as they prove useful in many industries, like the medical field or space exploration. As new materials or variations of materials are created, it may prove challenging to obtain its physical properties. …”
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Ho Ne (She) is Hmongic: one final argument by Ratliff, Martha

“…There are 368,000 people identified as "She" living in the Southeast provinces of China to the north of Guangdong, but like the Manchu and Moslem minorities of China, these people have been almost fully assimilated, and speak a variety of Kejia (Hakim) even at home (Mao 1988).…”
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Workout detection with embedded AI by Ahmad Azfar Bin Abdul Hamid

“…However, traditional fitness trackers struggle with detecting anaerobic exercises like weightlifting, which involve complex and non-repetitive motions. …”
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Self-powered graphene-silicon photodetectors with hBN passivation by Low, Kelly Khe Li

“…In contrast, Self-powered photodetector can operate without requiring an external energy source, offering significantly benefit emerging technologies like the Internet of Things (IoT), autonomous systems, and wearable devices. …”
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Laser assisted micro patterning atop shape memory polymer by Goh, Chee Siew.

“…When a Shaped Memory Polymer (SMP) is subjected to external factors like heat, light, moisture etc, it will activate the Shape Memory Effect (SME). …”
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Biometric efficient identification algorithm and network authentication system with robust liveness check by Zhu, Jiaqi

“…Currently, the only method available for internet authentication is by using the not-so-liked ‘username + password’. Few people like it, as username plus password is neither easy to remember nor strong against attacks. …”
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Design of optical building blocks for photonic integration by Chin, Mee Koy.

“…Defect states within the photonic bandgaps behave like either donor or acceptor modes similar to other photonic crystals. …”
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Develop a browsing system for tagged images by Liu, Yao

“…A lot of concepts are proposed to facilitate tags’ representativeness, like image tags’ visual-representativeness. This project is undertaken to develop a Java application to map and visualize the visual-representative relationship among the tags of images from Flickr. …”
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The effectiveness of freight derivatives in managing a ship-operator's systematic and unsystematic risks by Tan, Ivy Lay Hui.

“…This research project is the study of hedging effectiveness of the Forward Freight Agreement (FFA) in a ship-operator’s risk management strategy, as opposed to the traditional methods like Time Charter (TC) and Contract of Affreightment (COA). …”
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Effects of turbidity on marine organisms by Leong, Bernice.

“…High coastal activities like dredging, shipping, coastal construction and land reclamation have contributed to sedimentation which modifies the quality of sea water and destroys marine habitats. …”
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Effects of brand name and made-in label on consumers' product evaluation. by Lee, Ivy Jin Ying., Chua, Zhi Ping., Pow, Nicole Shu Min.

“…Products with Chinese brand name are also less preferred compared to those with the German and English brand names, despite being produced in a more developed country like Switzerland or the US. Lastly, we discuss the limitations and implications of our study and made suggestions for future research.…”
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Turning any surface into a loudspeaker by Astrid Amelia.

“…Unlike a conventional speaker, which is in essence a highly-controlled piston-like structure, the flat panel speaker goes back to first principles in sound reproduction. …”
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Adaptive motion video coding for low bit rate video conferencing by Das Sanjib Kumar

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Real valued classification using complex neural networks by Pushkar Shukla.

“…The proposed network will consist of an input layer, which will utilise a circular(sine) function to map the real-valued input onto the complex plane, followed by a hidden layer employing a Gaussian-like sech activation function, followed by the output layer consisting of a single neuron, with encoded outputs corresponding to various class label used to depict the classification of the input data. …”
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Bio-treatment of effluent from anaerobically digested urban organic waste using microalgae (Chlorella sorokiniana) by Lee, Zi Xiong.

“…This report provides a detailed research and experiment on the removal of nutrients from synthetic wastewaste, which has similar composition and properties like the effluent from anaerobically digested urban organic waste, using microalgae and also the harvesting of the microalgae biomass by chitosan flocculation. …”
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Investigation of protection of DNS servers from cache poisoning attacks by Liu, Haochen.

“…Those schemes increase the security by variable methods, like making domain name case-sensitive, randomizing port, processing transaction ID, encrypt DNS query, extending DNS system, and adding proxy. …”
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The maintenance of parents Act and the elderly. by Gue, Boon Lin., Quek, Kian Ek., Sim, Huey Min

“…There are people who support the Act and others who feel that such a legislation should not be enacted in a traditional Asian society like Singapore. Whatever it is, the fact remains that the Act has now been enacted and we can only wait and see how it will be used in the future.…”
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Interactive simulation of flocking algorithms and game artificial intelligence by Ng, Jack Pei Sheng.

“…Navigation of agents in a computer game requires some form of navigation map so that standard path-finding algorithms like A* search can be used to find a route. The FAME library is useful for rapid development of games which requires flocking behaviours in agents. …”
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Characterization of hippocampal CA1 place cells. by Lua, MinFeng.

“…Nine principal cells were visually identified, showing place cell-like characteristics, such as remapping when introduced into a novel environment, and stability of spatial-specific firing in a familiar environment after remapping has occurred due to exposure to a novel environment. …”
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