Use of forecasting techniques in automobile sales by Cheong, Wei Chin.

“…In this report, the author describes a forecasting method that has high potential to be used for strategic product development that requires statistically predict customers’ demands and wishes of a future market. …”
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Gold price prediction using transformers by Wong, Stanley Qi Ren

“…Previously, classical methods like ARIMA and GARCH were used to predict prices. With the rise of neural networks, ML and AI methods like LSTM show better performances compared to classical methods. …”
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Portfolio optimization using genetic algorithm by Zhao, Guanglei.

“…Experimental results show that the proposed GA approach for portfolio optimization is a useful tool to assist investors in constructing their portfolios. …”
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Image compression using wavelet transform by Yong, Choon Fon.

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Re-refining used lubricating oil by Ng, Yui Ming.

“…Finally, the cleanness of the oil was found to be proportional to the amount of adsorbents used. Thermodynamic analysis was used to determine the energy involved. …”
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Using nuclear energy for cooling and heating by Chua, Alexandra Feng Kai.

“…The aim of the field study was obtained to show an example of an existing district cooling system that can be operated by using nuclear energy.…”
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Headphone equalization using DSP approaches by Liem, Hong Meng.

“…This thesis reports on the measurement of headphones responses, different digital signal processing methodologies in equalizing various grades and types of headphones will be discussed and a detailed study on the impact of using the warped inversed filter to reduce the computational complexity will be carried out.…”
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Energy harvesting using piezoelectric materials by Tan, Kian Tong.

“…In this report, the charging capacity of a single human in a crowd is analysed using a piezoelectric energy harvesting setup. The experiment involves a human test subject charging a rechargeable Nickel Metal Hydride battery by stepping on the piezoelectric material. …”
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Realization of transistors using organic electronics by Ng, Vincent Yi Kai.

“…However, both designs were deemed unsuitable to be used as a backplane driver pixel due to its large overall pixel size.…”
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Robot programming using augmented reality by Chong, Jonathan Wun Shiung

“…The orientation of the end-effector can then be planned intuitively using visual feedback from AR, and a final collision-free path can be obtained. …”
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Outlier detection using statistical models by You, Yuan

“…This thesis reviews various approaches for outlier detection problem. Several popularly used methods are included, re-examined and compared in this work, providing a deep insight into the frontier of the outlier detecting.…”
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Mobile application for localisation using bluetooth by Chan, Cepheus Sheng Ren

“…Mobile applications have given mobile phones of present day more use-cases beyond sending messages and making calls. …”
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Heart cycles using heart sounds by Ng, Jia Long

“…The main feature is the use of Matlab to do signal processing of the heart sounds. …”
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Detection of osteoporosis using mechanical vibration by Lim, Chu Sing.

“…This report aims to investigate the feasibility of using a mechanical vibration test system as a possible in-vitro test unit for bone densitometry. …”
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Spectrum sensing using energy detection by Ng, Yong Wei

“…Wireless communication is achieved by using spectrum space to transmit the data wirelessly and spectrum space is a limited resources. …”
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Face recognition using openCV by Shi, Fangzhou

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Soundfield control using loudspeaker array by Li, Renshi

“…This measure is subsequently used to terminate the iteration process. Furthermore, incorporating this criterion to the proposed method of estimating the loudspeaker coefficients, one can take into account the trade-off between the estimation error (during the convergence of the matrix inverse estimate) and the ROE (caused by mathematical computation when the system is ill-conditioned). …”
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Visual search using deep learning by Teo, Peggy

“…Computers are another platform where it can be used with the addition of a camera and artificial intelligence software. …”
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Geobarrier system for use in underground structure by Leong, Eng Choon, Zhai, Qian, Tan, Sze Tiong, Wang, Chien Looi, Lim, Vincent Han, Kew, Jernice Huiling, Seow, Wei Kiong, Wong, Johnny Liang Heng, Rahardjo, Harianto, Satyanaga, Alfrendo, Gofar, Nurly, Mohamed, Haneena

“…GBS consists of recycled materials and does not use steel nor concrete and is hence more cost effective, thereby making it economical for use in high rise building. …”
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The use of media in the parent education programme by Tan, Belen

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