Data analytics, modelling and optimization on HVAC systems by Sim, Xavier Yan Sheng

“…This project explores the area of data analytics applied to Heating, Ventilation, and Air Conditioning (HVAC) systems, which leverage Time Series Forecasting, mainly the Darts library. The primary objective of this study is to develop and train accurate forecasting models for the key metrics produced by HVAC systems, which would eventually facilitate efficient energy consumption, and monitor the overall performance of these HVAC systems. …”
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How and Why Users Use Social TV Systems? A Systematic Review of User Studies by Bautista, John Robert, Theng, Yin-Leng, Lin, Trisha Tsui-Chuan

“…After searching for articles in major engineering and social science databases, we found 10 user studies that are mainly exploratory. They are predominantly qualitative and lack theory-based research and system design rationale. …”
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Real time monitoring of aminothiol level in blood using a near-infrared dye assisted deep tissue fluorescence and photoacoustic bimodal imaging by Anees, Palapuravan, Joseph, James, Sreejith, Sivaramapanicker, Menon, Nishanth Venugopal, Kang, Yuejun, Wing-Kwong Yu, Sidney, Ajayaghosh, Ayyappanpillai, Zhao, Yanli

“…Previously reported thiol imaging strategies were mainly based on a single mode of imaging with a limited application in vivo. …”
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Camera to compass: unravelling the impact of travel vlogs on tourist visit intentions by Islam, Md. Tariqul, Kumar, Jeetesh, Yee, Wong Foong, Hussin, Siti Rahayu, Ragavan, Neethiahnanthan Ari

“…Travel vlogs are considered as video forms of online review, usually generated by tourists and mainly shared on social media platforms. They provide a visual and personal perspective of a destination, inspiring and guiding viewers on where to go and what to do. …”
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Assessing racism in Singapore : replacing Singapore's customary focus on intentionality with a focus on impacts by Lee, Lavelle Wen Ning

“…Even as Singapore continues to promote racial harmony and regard multiculturalism as a major characteristic of its national identity, the reality is that racism continues to thrive in Singapore, mainly because of its inability to acknowledge more subtle instances of racism. …”
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Error studies for DNA data storage by Ng, Yi Mei

“…An experiment of 5000 oligos were simulated based on the results of error analyses, mainly taking substitution errors as consideration and using the substitution error probabilities. …”
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Image analysis for building facade inspection by Fan, Yaxi

“…In this paper, we are mainly focused on 2 phases. Phase one includes developing the base platform and capabilities to fly the drone, capturing images, generating a 3D model, writing algorithms and codes to identify cracks and spalling in concrete, plaster and tiles, and finally mapping the images along with defects on the 3D model generated. …”
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Develop of wideband acoustic sensor by Li,Yueqi

“…MEMS acoustic sensor includes two parts: front sensor and integrated readout circuit. This paper mainly focuses on several basic readout circuit modules and their working principle, including frequency capacitance-to-digital converter, voltage-based capacitance-to-digital converter, SAR-ADC and integrating ADC. …”
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Impact of innovation on performance of shipping companies in Singapore by Xie, Yizheng.

“…Results showed that on the whole, innovation has positive correlation with performance and it is mainly contributed by Product and Marketing Innovation which has shown strong correlation with performance. …”
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Spectral element method for the anisotropic wave equation by Tham, Joven Guo Yong

“…This report serves to mainly solve the anisotropic wave equation with the emphasis on utilising the Spectral Element Method to discretize space in favour of the Finite Element Method. …”
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Interfacial phenomena and biological recognition of mammalian cells on biomimetic materials by Chan, Vincent.

“…A good example is the specific recognition between protein and proteoglycan receptors embedded in cell membrane matrix and other biomolecules immobilized on extracellular matrix that trigger the signal transduction cascades of cells and tissues. Our work has been mainly focused on the elucidation of bio-interfacial phenomena that are involved in cell therapeutics device and drug delivery systems. …”
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Resolving the third Korean nuclear crisis : lessons from diplomatic engagement. by Koh, Swee Lean.

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Onset, trajectories and outcome of aggression in adolescent females. by Ong, Kai Yan.

“…In this review, trajectories and outcomes of aggression are discussed, focusing mainly on gender differences. Aggression is most prevalent in early adolescence but displays of aggression decline as individuals age. …”
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Is this a good time to invest in Panamax tankers? by Lim, Daryl Sze Hng.

“…This paper aims to mainly analyse the newbuilding Panamax tanker market, with the 5-year old secondhand Panamax tanker market also considered in this paper as an alternative investment option, so that a recommendation can be made to potential investors whether they should invest into either of these markets at the current point in time. …”
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Fast numerical methods for image restoration by Shi, Juan

“…The fast numerical methods seeking the solutions are fundamentally important and highly demanded. We mainly solve three different essential computer vision problems: image denoising problem, image segmentation problem and surface reconstruction problem. …”
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Pushing the limits of relaxation and modulated-bath AC calorimetry. by Song, Zhibo.

“…The measuring process is modelling and simulating mainly using MATLAB and LabVIEW software. The simulation will be conducted using 3 milligram pure copper for the temperature range from 2K to 10K based on the modulated-bath AC method. …”
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India's counter-terrorism policy: through the lens of federalism. by Manaswini Ramkumar

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The cinema industry in Singapore : a market segmentation exercise by Juan, Hee Meen, Tan, Winnie Bee Hong, Tan, Siew Yan

“…By performing cluster analysis, three clusters were obtained - the "cultured vultures" who prefer artistically-acclaimed shows; the "experiencers" who want convenience , comfort , feeling of luxury , good sound and visual effects and so on, that is, the ultimate enjoyment; the "socializers" who watch movies mainly to be with their friends. Each segment's market size is as follows : segment one has a size of 467,400, segment two has a size of 819,900 and segment three has a size of 225,200. …”
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Multiple centers based fuzzy clustering for imbalanced data by Liao, Hongda

“…K-means is a particular clustering technique that is world-renowned and widely spread for its low computational cost, which mainly includes the hard k-means clustering algorithms and the fuzzy k-means clustering algorithms. …”
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Animating Singapore : the complex expression of Singapore's contemporary daily life and culture through animation by Goh, Wei Choon

“…This practical component will focus on expressing the deeper, more complex aspects of Singapore daily life through the creation of an animated film, which will seek to express mainly the kaleidoscopic sociocultural landscape of Singapore through the depiction of people on the Mass Rapid Transit (MRT) railway. …”
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