Protein engineering using asparaginyl peptide ligases by Wang, Zhen

“…Second, my study shows PALs can use non-canonical nucleophilic compounds – such as hydrazides – as acyl acceptor substrates. …”
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Facial expression transfer using StyleGAN by Zhao, Lan

“…StyleGAN generator is then used to generate the resulting image from the manipulated latent code. …”
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Attendance taking using QR code (III) by Sohn, Hyeonjun

“…The initial design of the system was inspired by the black and white pieces used in the game of Go. Although the main purpose of this code was created to manage and track automotive parts produced by a company, it became much popular in the market after adopting into mobile phones. …”
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Development of network communication system using ROS by Winata, Steven Edbert

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Housing price prediction using convolutional transformer by Ma, Weilun

“…To further improve this problem in housing price prediction, this project utilizes convolution embedding to enhance the correlation between adjacent data points. The data set used in this paper are the apartments sold-price in Toronto from 2005 to 2010, which holds nearly 81 features. …”
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Human action recognition using machine learning by Cao, QingTian

“…The accurate detection of human pose is useful in various areas such as surveillance, clothes parsing and game modelling. …”
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Stock price prediction using sentic API by Phoa, Justyn Zairen

“…We acknowledge limitations in using news headlines as sentiment proxies and suggest further research into the interplay between sentiment analysis and established financial factors to refine predictive models and understand stock price movements better.…”
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Investment portfolio selection using genetic algorithms by Zhang, Yawen

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Text classification using graph convolutional network by Koh, Jiahui

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Multiple object tracking using deep learning by Zhang, Bohan

“…Multiple Object Tracking (MOT) is widely used in various fields, such as traffic flow monitoring and crowd density estimation. …”
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Job scam detection using classification algorithms by Sim, Keith Shi Jie

“…Although these results show that transformers and word embeddings are effective, they are prone to certain limitations due to the imbalanced EMSCAD dataset, and the maximum sequence length of the transformer models used in this study. Hence, future work in this area can focus on creating a more robust, comprehensive and balanced dataset as compared to the EMSCAD dataset and focus on fine-tuning other transformer models such as BigBird and Longformer, that are capable of handling larger sequences of texts.…”
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SNR enhancement in OTDR using pulse coding by Xie, Yi.

“…The traditional Optical Time Domain Reflectometer (OTDR), which uses single optical pulse, extends the dynamic range by increasing the pulse width. …”
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Estimating outstanding claims reserves using copula. by Kee, Meng Yew., Chee, Kenny Wen Kai., Kuah, Xin Kun.

“…In this research, an alternative method, by using Archimedean copulas, is proposed to estimate the reserves. …”
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Use of Ethos in documentary films is effective but dangerous. by Teng, Elaine YuLing.

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Gesture recognition using Hidden Markov models by Shubhashree Sangameswaran.

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Development of runoff simulation model using excel by Loo, Wai Leong.

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Location tracking using UWB-RFID tags by Du, Ruo Gu.

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Synthesis of fiber gratings using genetic algorithm by Zhao, Ning.

“…A fiber grating can be designed as a light filter, an Erbium-doped fiber amplifier (EDFA) gain equalizer, dispersion compensators and critical component used in all-optical switch, which are widely used in wavelength division multiplexing communication system.…”
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Study on sediment management using wall jet by Muhammad Ashiq Mohd Rosley.

“…This time of stabilization (t*) is noted to be the asymptotical state for the scouring process. Using the relationships from the different scouring parameters, an estimation of the volume of sediment scoured at asymptotic state is being formulated. …”
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Controller decision making using neural networks by Andres Prado Espinoza

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