The friendly muse : ADM student wellbeing by Low, Eudora Yu Lin

“…As they enter into tertiary learning and coping with adulthood, many will find themselves facing different stress on a daily basis. …”
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My garden of you by Chen, Zhi Lin

“…My Garden of You is my journey of reflection dedicated to my grandmother, as I sought to find a way to express myself through a medium close to my heart.…”
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Cloud nine by Li, Joan Zheying

“…This project is inspired by my personal interests in animals, particularly those in need. While many people find furry animals adorable and cute, the welfare and efforts that are currently being implemented to protect them are less known. …”
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Investigation of logarithmic signatures for feature extraction and application to marine engine fault diagnosis by Patil, C, Theotokatos, G, Wu, Y, Lyons, T

“…A parametric study is performed to quantify the logS number impact on the ANN regression models accuracy and training time. …”

Experimental studies of melting PCM in a heat sink by Muhammad Azrin Sa'ad.

“…This project presents the experimental studies and findings of melting phase change material in a heat sink. …”
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Effect of user-generated content on consumer's perception. by Seah, Zaiton Li Chun., Seow, Eileen Li Jing., Lee, Venetia Yong Yi.

“…This research aims to find out how information on these UGC sites influence Singaporean consumers’ perception of hotels. …”
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Event detection in spatiotemporal soccer data using neural networks by Wilbert

“…This project implements and evaluates three-layer and four-layer artificial neural networks (ANN(3) and ANN(4)) as well as recurrent neural networks (RNNs) for automatic event detection in spatiotemporal soccer data. …”
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Physics-guided neural network for tissue optical properties estimation by Chong, Kian Chee, Pramanik, Manojit

“…Finding the optical properties of tissue is essential for various biomedical diagnostic/therapeutic applications such as monitoring of blood oxygenation, tissue metabolism, skin imaging, photodynamic therapy, low-level laser therapy, and photo-thermal therapy. …”
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Behind every domain there is a shift: adapting distortion-aware vision transformers for panoramic semantic segmentation by Zhang, J, Yang, K, Shi, H, ReiB, S, Peng, K, Ma, C, Fu, H, Torr, PHS, Wang, K, Stiefelhagen, R

“…Third, aside from Pinhole-to-Panoramic ( Pin2Pan ) adaptation, we create a new dataset (SynPASS) with 9,080 panoramic images, facilitating Synthetic-to-Real ( Syn2Real ) adaptation scheme in 360∘ imagery. …”

Bridging the gap between animation mediums in 'Wait.' by Teoh, Soon Heng

“…Ever since the appearances of these movies, artists have been finding inventive ways to combine both animation media. …”
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Learning Model Predictive Control Parameters via Bayesian Optimization for Battery Fast Charging by Hirt, Sebastian, Höhl, Andreas, Schaeffer, Joachim, Pohlodek, Johannes, Braatz, Richard D, Findeisen, Rolf

“…This approach establishes a hierarchical control framework where Bayesian optimization directly fine-tunes closed-loop behavior towards a global and long-term objective, while MPC handles lower-level, short-term control tasks. …”
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Wanted : bus drivers. by Wong, Kang Wei., Lee, Jian Xuan., Teo, Hee Boon., Koh, Malcolm Sheng Wei.

“…This project takes up the perspective of bus drivers in Singapore, to explore the challenges that they face in their line of work. It attempts to find out how bus drivers are recruited and trained to drive on our roads, and the severity of the bus driver shortage.…”
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Examining IoT-based smart campus adoption model: an investigation using two-stage analysis comprising structural equation modelling and artificial neural network by Sneesl, Radhwan, Jusoh, Yusmadi Yah, A. Jabar, Marzanah, Abdullah, Salfarina

“…To analyze the data, a two-stage approach was employed, consisting of structural equation modeling (SEM) and reevaluated with the artificial neural networks (ANN) method. The findings provide evidence supporting the significance of various constructs. …”
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Controlling the Porosity and Microarchitecture of Hydrogels for Tissue Engineering by Annabi, Nasim, Nichol, Jason W., Zong, Xia, Ji, Chengdong, Koshy, Sandeep Tharian, Khademhosseini, Ali, Dehghani, Fariba

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新谣 ：我们的心声 = Xinyao : our voice by Low, Charlotte Qian Hui

“…By experiencing Xinyao vicariously from my personal sharing, I hope that one will find a connection with the music through nostalgia, know about it a little more and gain interest in it which in turn would allow for a continued preservation of the music.…”
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Home visits by Neo, Alecia Hui Fen

“…Some have lived in this area all their lives, building a tight knit social group within the estate, while others are foreigners, making this place home temporarily. I find myself being captivated by the way these individuals move and rest in their spaces. …”
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Fish classification and deep learning by Zhang, Dawei

“…The biggest problem is how to get a good dataset for training and to find a reliable method to identify fish categories with high accuracy. …”
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Leveraging transfer learning for spatio-temporal human activity recognition from video sequences by Muneer Butt, Umair, Aman Ullah, Hadiqa, Letchmunan, Sukumar, Tariq, Iqra, Hafinaz Hassan, Fadratul, Wei Koh, Tieng

“…Six state-of-the-art pre-trained models are exploited to find the best model for spatial feature extraction. …”
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Utilization of Silica Fume and Sodium Hydroxide in Treated Crumb Rubber for Cement Mortar by Supar, Khairi, Mohammad, Hairuddin, Kaamin, Masiri, Mohammad Azmi, Mohamad Azim, Musa, Mohd Kamaruzaman, Abdul Rahman, Mohammad Ashraf, Ahmad, Hilton, Sugiman, Sugiman

“…Cement mortar offers an excellent replacement for materials such as fine aggregate with tire rubber waste in the form of crumbs. …”
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Commodity price prediction using neural networks by Seah, Isaac Zhe Hao

“…Two different models of Artificial Neural Network(ANN), namely Backpropagation(BP) model and Radial Basis Function(RBF) model, are constructed and evaluated. …”
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