Parametric PAINTOVER: Generating Design Models via Image Encoders and Latent Trajectories by Tas, Demircan

“…Parametric design is a prominent paradigm in design and architecture where hand crafted functions map input parameters to a design space to rapidly generate samples. …”
Get full text

Block pilot based channel estimation and high-accuracy signal detection for GSM-OFDM systems on high-speed railways by Gong, Bo, Gui, Lin, Luo, Sheng, Guan, Yong Liang, Liu, Zilong, Fan, Pingzhi

“…There are two main challenges to be tackled. On the one hand, channel estimation is difficult as small number of subcarriers are activated; on the other hand, as both the dimensions of the channel matrix and the number of nonzero elements of the unknown signals are large, the matching based and the compressive sensing based signal detectors may not work effectively. …”
Get full text
Get full text

Online learning with kernels by Fan, Haijin

“…The Mercer kernel function is applied to perform transformation of feature vectors from a low dimensional space to a high or even infinite dimensional reproducing kernel Hilbert space (RKHS), where linear solutions can be found in the high dimensional feature space. …”
Get full text

Study of efforts made by government and E-commerce companies into countering fraud by Mok, Bin Hua

“…With the rising usage of E-commerce over the past few years, C2C E-commerce has provided an excellent platform for individuals to generate profit, especially via selling second-hand fashion product. Being able to sell and buy products in the comfort of your own home has provided great convenience and comfort especially during Covid-19. …”
Get full text

Crowd estimation in images by Pui, Chin See

“…Advancements in technology have led to the emergence of different types of neural network architectures, which has solved the numerous challenges faced by traditionally hand-crafted features, such as their limited learning capabilities, achieving state-of-the-art performances whilst yielding accurate results. …”
Get full text

Prototyping wireless pulse oximeter by Ng, Kimberly Jin Jin

“…It implies that with wireless data transmission technology, there will be less administrative work for the healthcare providers; It reduces the risks involved for hardcopy data storage, reducing space usage and time involved in retrieving patient data and that the nurses could better utilize the time to perform other works in hand. …”
Get full text

Evolution PDEs on graphs and inverse problems in aggregation-diffusion equations by Mikolás, L

“…We lift the equation on the co-evolving graph to a type of nonlinear continuity equation on Euclidean space whose velocity field depends on the graph structure. …”

Application of soft material for reclamation fill by Chua, Feng Jun, Lim, Hak Soon

“…Singapore is a city state with limited land space, hence to cope with the growing demands of land use, land reclamation has to be carried out. …”
Get full text

A signal through the noise: accurate determination of hydrogen atom positions in crystal structures and optimisation of Laue neutron diffraction methods by Sackman, GA

“…This focuses on:</p> <p>Recommendations for the efficient collection of Laue neutron data, in order to optimise the data set completeness and awarded beam-time; strategic considerations for how to best answer the scientific question(s) at hand in a Laue neutron experiment, whilst planning against future contingencies; improving methods for crystal packing and shipping, particularly for air and moisture sensitive materials; discussing issues arising from ice forming on the crystal during a Laue neutron diffraction experiment, and methods for minimising this problem; more effectively modelling disorder using ring shapes, in the crystallographic refinement package CRYSTALS; providing rationale for Laue neutron specific checkCIF comments.…”

Vision based control for mobile robot by Siah, Clarence Jun Da

“…For object to be tracked in the space, the X/Y position of the object can be determined with the help of color detection by using computer vision library. …”
Get full text

System design and development of human-robot interaction control scheme for assistive robotic Arm extender by Yang, Sibo

“…To achieve the stated objectives and hypotheses, this study first developed a robotic system, including both the mechanical and software components, to assist human upper limb movement in 3D space. The ARAE utilizes a kinematic model that enables point-to-point control within the designated task space. …”
Get full text

Interactive learning on simple infra-red transceiver by Chee, Danielle Yan Kei

“…This is to allow more hands-on interactivity on the user's end to allow them to learn at their own pace, at their own time, with as many repetitions as possible. …”
Get full text

Structured sparse representations for supervised and unsupervised learning by Zeng, Yijie

“…Combined with feature representations via Extreme Learning Machine (ELM) on the input space and a maximum margin criterion (MMC) regularization on the output space, a unified supervised feature learning framework named ELM embedded Discriminative Dictionary Learning (ELM-DDL) is presented in this thesis which is effective in sparse feature representations. …”
Get full text

System-level design of low-carbon structures by Fang, Demi L.

“…In a field where material choice is a predominant impression for reducing emissions, these new insights importantly affirm the prominent role of material efficiency in reducing a structural system’s emissions. While the design space of wild data includes a diverse variety of projects, leveraging a synthetic dataset computed from a bottom-up parametric model helps produce insights specific to the design problem at hand. …”
Get full text
Get full text

Neural combinatorial optimization: from routing to integer programming by Wu, Yaoxin

“…However, classic heuristic methods severely depend on the design of hand-crafted rules for every specific COP, which could limit their performance in practice. …”
Get full text

From node embedding to community embedding on graphs by Cavallari, Sandro

“…On the other hand, community embedding can be used to optimize the node embedding by introducing a community-aware high-order proximity. …”
Get full text
Get full text

Flood inundation modeling under stochastic uncertainty by Sun, He.

“…Moreover, it was indicated that the generalized extreme value distribution was the best stochastic distribution for the channel roughness coefficient. On the other hand, the predicted water depths at the 10 river observation points, with an equal spacing along the channel longitudinal distance, satisfied the generalized extreme value distribution for Cumulative Distribution Function (CDF). …”
Get full text

Political unrest under IMF programmes: labour mobility, fiscal conditionality, and democratic representation by Metinsoy, S

“…Where labour is mobile, on the other hand, it is easier for workers to switch between sectors and jobs when the economic crisis hits their sector. …”

Development of a software application for teaching computer networking by Wang, Jason Shicheng

“…This has been shown to make learning more enjoyable and effective, while also promoting independent learning. The hands-on nature also increases immersion for many students, allowing them to put the theoretical principles into use with practical examples. …”
Get full text

Effective image synthesis for effective deep neural network training by Cui, Kaiwen

“…The proposed LDA works in spectral space that allows explicit access and manipulation of each image spectrum and accordingly enables direct attack of the easy-to-discriminate image spectra. …”
Get full text