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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Gesture recognition using Hidden Markov models by Shubhashree Sangameswaran.

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3D modelling using digital camera by Chong, Yeow Koon.

“…In this project, we are tasked to create a 3-dimentional (3D) virtual model using digital camera and commercial photomodelling software. …”
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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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Deep compaction of sand using vibratory probe by Chow, Khiat Yew.

“…Each technique is illustrated using a case history and comparison for different techniques is also discussed.…”
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Region of interest in images using tagged information by Meena C.

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EEG analysis using the linear canonical transform by Nair, Amrish

“…Electroencephalography is a diagnostic tool used by neurologists to detect and diagnose brain disease. …”
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PCS network planning using genetic algorithm by Li, Juan.

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Self-navigating robot using on-board sensors by Wen, Wan.

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Enhancement of learning through the use of video protocols. by Ong, Eunice Mei Jing.

“…The camera Canon Powershot SX20 IS was used for filming. The video editing program used was Cyberlink PowerDirector v.11. …”
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