Data-driven power system stability assessment by Kang, Hongyu

“…Through experiments and data results visualization, the accuracy of DT is obtained as 0.9953, SVM as 0.9967 and ANN as 0.9968. Meanwhile, the ROC and AUC curves of ANN and SVM are close to the upper-left intersection, which proves that the model achievement is good. …”
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Red Alarm for Pre-trained Models: Universal Vulnerability to Neuron-level Backdoor Attacks by Zhang, Zhengyan, Xiao, Guangxuan, Li, Yongwei, Lv, Tian, Qi, Fanchao, Liu, Zhiyuan, Wang, Yasheng, Jiang, Xin, Sun, Maosong

“…The pre-training-then-fine-tuning paradigm has been widely used in deep learning. …”
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Understanding Indexing Efficiency for Approximate Nearest Neighbor Search in High-dimensional Vector Databases by Qin, Yuting

“…One of the most promising ANN indexing approaches is the graphbased approach, which first constructs a proximity graph on the dataset, connecting pairs of vectors that are close to each other, then traverse the proximity graph for each query to find the closest vectors to a query vector. …”
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The narcoleptic boy. by Nguyen Hieu Hanh.

“…However, the tables are turned when the dog gets into trouble while trying to find something to help the boy stay awake. Now it is up to the boy to save his friend instead.…”
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Apart. by Chng, Darrell Jie Hao.

“…An orphan girl dwells on her memories to find solace. My film uses the elements and colour of 2 environments to tell the story of the film.…”
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Towards Synergistic Understanding of Language Processing in Biological and Artificial Systems by Hosseini Asl, Eghbal

“…How does the amount of training data affect convergence between the human brain and ANN language models? 3. What computational mechanisms could underlie similarities in language processing between human brains and ANN language models? …”
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That mysterious man by Lin, Enyi

“…Xu An's main mission is to find clues on Zhang Xu's daily actions in Tang Nightclub. …”
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Learning stock market dynamics using the kinetic ising model by Nguyen, Ai Linh

“…We fitted the stock returns of 30 Dow Jones companies in 2014 from Yahoo finance, and also to 16 artificial data sets generated using the kinetic Ising model resulting in 32 final average weights matrices, to understand the limitations of using the fitted model to do predictions. We find that when we perform static forecasting, i.e. one-step ahead only, the prediction accuracy can as high as 77.60% for a Dow Jones stock and 98.49% for an artificial data.…”
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Study of heat transfer through micro-structured surfaces by Chin, Wei Hao

“…Each chip has a different microstructure in the form of very small and elongated pin-fins, which will in turn affect the critical heat flux of each component. …”
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This is my land by Soon, Hui Ying

“…As Singapore changes and progresses, many young adults find themselves facing increasingly steep odds in making their way in the world. …”
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NTU e-bike by Zeng, Wei

“…This project aims to develop a GPS application showing the current location and speed of an E-bike as well as a route find function between two locations in NTU. In the report, there will be an overview of the Android system and the hardware used in this project. …”
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Shaders for computer games by Phua, Nicholas Weiyou.

“…The hype over the PC Game Crysis’ graphical effects led to scrutiny on certain features of which a unique solution to the slow running ambient occlusion algorithm was to shine and attract numerous followers. In this project, a study and implementation of the deferred shading technique was accomplished. …”
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Local-flexural interactive buckling of S690 high strength steel slender welded I-section columns: testing, modelling and design by Sun, Yao, Liang, Yating, Su, Andi, Zhao, Ou

“…A testing programme, adopting two S690 high strength steel slender welded I-sections, was firstly conducted and included initial geometric imperfection measurements and ten pin-ended column tests. The testing programme was accompanied by a numerical modelling programme, where finite element models were developed and validated against the test results and then employed to perform parametric studies to generate further numerical data over a wide range of cross-section dimensions and member effective lengths. …”
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Design of wideband low-loss reconfigurable reflectarray antenna by Zhang, Xiran

“…It proposes an RRA design that integrates a PIN diode with air gap. The switch of the reconfigurable unit is directly mounted on the reflective element, reducing the loss introduced by the switching device. …”
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Selecting correct methods to extract fuzzy rules from artificial neural network by Tan, Xiao, Zhou, Yuan, Ding, Zuohua, Liu, Yang

“…Artificial neural network (ANN) inherently cannot explain in a comprehensible form how a given decision or output is generated, which limits its extensive use. …”
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Experiencing non-places through soundscapes. by Tan, Emily Sze Hui.

“…And also, to encourage viewers to find their little pleasures in what might seem as the mundane process of commuting and everyday life.…”
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Supernova by Leong, Fernandez Jun Yi

“…How do we find ways to support people on their own terms, be it their preference in creating social connections or the preference of people who prefer solitude? …”
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Concurrent phosphorus doping and reduction of graphene oxide by Poh, Hwee Ling, Sofer, Zdeněk, Nováček, Michal, Pumera, Martin

“…Such a graphene material is expected to find useful applications in electronic, energy storage, and sensing devices.…”
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Modelling of traffic control delays at priority junctions using artificial neural network by Mohammad Ali Sahraei

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Development of optical transceiver by Sim, Sebastian Shih Wei.

“…For PIN photodiodes, the epitaxial layer was introduced to the structures to act as an intrinsic layer. …”
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