Object tracking using surveillance camera by She, Hanqing

“…One solution to this problem is that the detection algorithm does not run in every frame but runs after some frames interval to make sure that the speed of tracking algorithms can catch up with the frame rates, which uses the visual tracker. This thesis does a survey of the current situation of multi-object detection and tracking and compares some performances of some visual trackers in order to make some contributions to the development of them. …”
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Using AI for music source separation by Lee, Jasline Jie Yu

“…Firstly, the importance of the use of RNN architecture such as BiLSTM and BiGRU in the separation of music. …”
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Detect inosine using nanopore sequencing by Nguyen, Tram Anh

“…Here, we introduce a method to detect Inosine using Nanopore direct RNA sequencing with high overall accuracy and area under the curve (AUC) of receiver operating characteristic (ROC) and precision-recall (PR) around 90%. …”
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The use of relation matching in information retrieval by Khoo, Christopher S. G.

“…Most information retrieval systems use keyword-matching to identify documents that may be relevant to the user’s query. …”
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Occupancy estimation using environmental parameters by Tan, Shannan Jing Xiang

“…To predict the occupancy in a room, environmental sensors are increasingly used as cost effective and non-intrusive ways to obtain the occupancy information. …”
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Mobile app for used item giveaway by Peng, Xiaoyu

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Composite fabrication using slip casting by Ng, Zheng Hao

“…This approach, known as magnetically assisted slip casting (MASC), allows for the manipulation of ceramic micro-platelets in a slurry using rotating magnets, resulting in the capacity to construct the required microstructure. …”
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Financial forecasting using machine learning by Chang, Hin Keat

“…We determined the optimum settings for prophet when dealing with both monthly and quarterly reported data. When using the quarterly and monthly seasonality in our prediction model reduces the errors into half and improves the r^2between the predicted and the actual by 10%. …”
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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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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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