Neuro-fuzzy techniques for financial engineering by Chen, Yi.

“…Limitations mentioned in the report posed problems to complete this project. Suggestions like having a two people project to handle different tasks will not only improve the efficiency of the tasks completion but will also improve the consistency and accuracy of the data encoding of news headlines into numerical values for training values. …”
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Exploring the potential of generative AI in education: a critical examination of personalised learning with ChatGPT by Looi, Chee Kit

“…The integration of Generative AI, particularly through tools like ChatGPT, into educational settings has been heralded for its potential to revolutionize personalized learning (PL). …”
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Radio-frequency (RF) sensing for deep awareness of human physical status by Ang, Adrian Jun Hao

“…This project further investigates advanced signal processing mechanisms like phase correction, subcarrier selection, and noise filtering to extract respiration signals from CSI data. …”
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Energy and area-efficient mixed-signal-based SRAM computation-in-memory for AI edge devices by Jo, Yongjun

“…CIM is an emerging approach that integrates computation capabilities into memory units, reducing data movement and enhancing performance for memory-intensive tasks like deep neural networks (DNNs). CIM mainly deals with multiply-and-accumulate (MAC) operations which consist most of the computing burden in DNN. …”
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Development of sensor and inverter building boards for a self sustainable water purification system by Lim, Carol Yening.

“…This report summarises the process of designing a prototype for some sensors board and digital board like NAND flash, Real Time Clock and Transceiver. …”
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Isolation and characterisation of exosomes from human cancer cell lines and patient material. by Wang, Xiaohui.

“…Comparisons between exosomes isolated from RPMI-8226, SGH-MM5 and K562 cells with and without heat shocked (HS) treatment indicated that HS CEX contained higher amounts of proteins as well as increased amounts of antigen presenting, and tetraspanin molecules like major histocompatibility complex (MHC) class I and cluster of differentiation (CD) 81. …”
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Use of Ethos in documentary films is effective but dangerous. by Teng, Elaine YuLing.

“…However, there are other elements of the film making process that is in the control of the production crew. Elements like the filming equipment and technique, the editing equipment and technique, the subjects being filmed and the limitations imposed on the distribution of the documentaries, will all affect the way the spectators react and receive the documentaries.…”
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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.

“…In pH3 – 11 buffers, a 2 e-/2 H+ transfer occurs while in pH13, a 2 step 1 e-/1H+ each transfer took place and this 2 step reaction gradually changes to assimilate to a 2 e-/2 H+ transfer just like in pH3 – 11; when scan rate increases. 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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Economic impact of distributed generation in Singapore by Mohamed Benferooz Faiz Mohamed.

“…Distributed generation could be viewed as one that operates solely on renewable resources such as solar radiation and wind speed as well as operating on low emission sources such as natural gas. Like every energy market in the world, Singapore has policies and regulations in place for such technologies. …”
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Performance testing of vapor compression system of aircon system by Heng, Eugene Yi Jian.

“…Firstly, the various components like the condensers, EEVs, evaporators and etc were put together to construct the system. …”
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Model-driven web-based decision support system design for airport terminal by Hu, Jin Peng.

“…It also help to analyze the results through a few proposed methods, like sensitivity analysis, correlation analysis, Level of Service Calculation and etc. …”
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Design of a head massage device by Seah, Rong Jun.

“…The next challenge would be to improve the design head massage robot to make it more intuitive to human scalp in order to deliver more pleasant experience to the end user by adding more ‘finger’ to the robot and manipulate it to move delicately like fingers massaging on the surface of the scalp.…”
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Development of graphene and its electrochemical characteristics by Ang, Yan Qi

“…A Ni/C/p-Si tri-layer stack was fabricated when diamond-like carbon (DLC) or amorphous carbon layer was deposited onto Si/SiO2 substrate followed by Ni layer sputtered onto the carbon layer. …”
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Apportionment methods in collective sales by Lin, Qinglian.

“…Due to scarcity of land in Singapore, the authorities are constantly maximizing land use, through measures like re-zoning and increasing of plot ratio. …”
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Role of non-rational factors in the two levels of decision making. by Low, Eng Chiew.

“…In this paper, we briefly explore how rational factors like cognitive ability, brain development and working memory capacity affect decision making. …”
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Developing a novel approach to map signals required for GalNAcT2 relocation. by Tan, Wei Ling.

“…Glycosylation is an important post-translational modification as it has multiple biological functions like cell-cell communications and cell-matrix interactions. …”
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Frequency domain coherent backscattering for depth : sensitive tissue measurement. by Wong, Junn Munn.

“…The success of depth-selective Frequency-Domain CBS measurement can be further improved by using tissue-like sample or real biological tissue in the future.…”
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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.

“…In an ageing population like Singapore, the integration of TCM into the mainstream healthcare system may serve as an ideal long-term healthcare solution to combat the threat of geriatrics. …”
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Molecular imaging in small animals (MISA) by Foo, Kristin Zhi Ting.

“…The development of MISA will take on a business-like approach. This includes making the app user-friendly and design-friendly. …”
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"Better is never better for all” : a study of feminist dystopia in Atwood’s The Handmaid’s Tale and Lessing’s The Marriages between Zones Three, Four, and Five ; as narrated by The... by Eliza, Isa

“…I think a writer’s job is to provoke questions. I like to think that if someone’s read a book of mine, they’ve had—I don’t know what—the literary equivalent of a shower. …”
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