Enhancing stock price prediction using machine learning techniques: a comparative analysis of ARIMA, LSTM with sentiment analysis, Transformers, and GPT-3 by Agarwal, Anusha

“…Results indicate that advanced models like LSTM and Transformer significantly outperform traditional approaches like ARIMA. …”
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Design and development of a four - wheel educational robot remote controlled by tablet by Li, Xiao Tong

“…The robot has electrical hardware like speakers, camera, servomotors, Dynamixel AX- 12A motor and LED matrix. …”
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Maritime bunker sales in Singapore : an overview of the bunkering market in Singapore 2018/2019(focusing on charter parties disputes) by Yong, Jordan Yong Jie

“…Over 90% of world trade are contributed to the form of ships in water transport. Like many other modes of transport, ships in the ocean emit harmful gases into the environment like sulphur oxides, nitrogen oxides and carbon dioxide through burning of fossil fuels that are in the form of fuel oil. …”
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Friend request accepted: fundamental features of social environments determine social affiliation decisions by Garud, S

“…Further, I found task-related measures like overall friend requests were correlated with personality-related factors like social thriving. …”

William Perkins's anti-popery and its underlying worldview in historical context by Beach, EA

“…</p> <p>Finally, this dissertation aims to answer broader questions like: (1) How did anti-popery function in Perkins’s corpus? …”

Intelligent agents in virtual world NTU co-space by Yeo, Desmond Choon An.

“…Having own characteristics, likes and dislikes and schedules to follow, living inside the Virtual world of NTU.…”
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Experimental study on using smart material to generate guided wave for structural health monitoring of pipe structures by Shi, Miao.

“…In Structural Health Monitoring (SHM), there is a rising interest in using ultrasonic guided wave for Non-Destructive Evaluation (NDE) of the existing structures, especially in hollow cylindrical structures, since pipelines are widely used today in the industry like oil and gas where piping system is important for processing and distribution of the products. …”
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A public relations campaign to promote arts and culture in Singapore in collaboration with Nerf Creative. by Zhang, Yunxi., Tsen, Audrey Si Jia., Tee, Hui Sheng., Cheng, Xin Yi.

“…This paper presents the promotional campaign for art and design collective “Float Like A Butterfly, Sting Like A Bee” (FLABSLAB), an initiative between four final year students from Nanyang Technological University Wee Kim Wee School of Communication and Information and advertising agency Nerf Creative Pte Ltd, in Singapore. …”
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Design of an Arduino controlled fish tank by Hew, Chong Cheng

“…The system will automate operations like lighting, feeding and changing of water. Addition feature like adaptive music light show has been added to improve the aesthetics for user and voice communication to aid beginners in fish keeping. …”
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Machine learning for denoising by Quek, Kenneth Joo Hong

“…High image quality is desirable in fields like in the medical field where image analysis is often performed. …”
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Flow assisted synthesis of highly ordered silica nanowire arrays by Yan, Chaoyi, Zhang, Tao, Lee, Pooi See

“…The role of the sandwich-like structure and the effect of gas-flow on the alignment of silica nanowires are demonstrated.…”
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Quality space computations for consciousness by Fleming, SM, Shea, N

“…For instance, the colour red is experienced as being more like orange, and less like green or blue. Recent empirical findings suggest that subjective similarity space can be explained in terms of similarities in neural activation patterns. …”

Movement detection by brainwave : local processing by Zheng, Yi Cheng

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Chinese poem generation using natural language processing by Wang, Jihan

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One-stop application for scrapbooking by Zhou, Wanxuan

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Data analytics accessibility and predictability in Singapore’s rail sector by Chia, Ethan Cheng Wai

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The power stage design of class - D amplifier by Su, Li Wei

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Fabrication and characterization of flexible-conductive nanocomposites by Lau, Jun Jie

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Fabrication of newspaper-based nickel cobaltite nanosheet supercapacitor by Lee, Wei Chin

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Laser powder bed fusion of light-weight, high-strength steels by Ajit, Ponnappan Appan

“…Additional alloying elements like manganese help stabilize the austenite phase that is more ductile than ferrite and has greater strain hardenability. …”
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