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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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? …”

Sol gel dielectrics for organic field effect transistors : investigations of device performance enhancement, molecular organization and interfacial chemistry effects by Cahyadi, Tommy

“…The smoother film surfaces of sol-gel silica (~1.9 Å root-mean-square) and low surface energy (water contact angle of ~75°) have been shown to allow effective modification of bottom layer topography without being limited by the chemistry required for self-assembled monolayer (SAM) functionalization, while simultaneously fine-tuning the dielectric surface, thus resulting in planarization of dielectric surface roughness in stacked gate dielectric applications.…”
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Street murmurs : intangible streets of Singapore by Chang, Valantia Wei Tong

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Rethinking the unwanted; A novel exploration of used wine corks by Ong, Shervon

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Kinderwork : redesigning and optimising the home space for children in Singapore by Sim, Jocelyn Chun Wei

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Adulting follies by Chen, Jingyi

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Home visits by Neo, Alecia Hui Fen

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一路走好 = A safe journey by See, Hui Qin

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Adaptation of object detection networks under anomalous conditions by Koh, Rachel

“…This allows accuracy and speed to be balanced under different anomalous conditions. Alternatively, fine-tuned weights can be switched in under anomalous conditions, which shows consistent improvements though at higher costs.…”
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Fish classification and deep learning by Zhang, Dawei

“…While this essay aims to perform fish classification by a unified meta framework for fine-grained recognition. In data collection part, we include 806 images from aquarium dataset and 1608 images from public dataset. …”
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Seeds We Sow by Lai, Gerald Sze Hang

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Coexistence by Han, HuanHuan

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You think therefore I am. by Woo, Junhao Samuel.

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CMOS compatible building blocks by Tan, Darel Teng Kiat

“…The project further explores the fine-tuning of the transistor model parameters and demonstrates how a physical system with non-linearity can be harnessed to reduce training load and latency. …”
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Transfer learning on UR robots by Yu, Xiwei

“…Transfer learning can address the issue of data collection by fine-tuning and transferring already trained neural networks to new robots. …”
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Modelling and control of isolated wind turbines by Sampath Kumar Praveen.

“…Only the Kp ,Ki and the saturation values of the Proportional Integral controllers need to be fine tuned in future work.…”
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Friendly foe - in-depth exploration in character animation. by Mohd. Fawzir, Firdiana.

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