A universal transfer network for machinery fault diagnosis by Yu, Xiaolei, Zhao, Zhibin, Zhang, Xingwu, Tian, Shaohua, Kwoh, Chee Keong, Li, Xiaoli, Chen, Xuefeng

“…Our experimental results demonstrate that the proposed method performs better in all DA settings when compared to other methods.…”
Get full text

Uncertainty quantification in DenseNet model using myocardial infarction ECG signals by Jahmunah, V, Ng, Eddie Yin Kwee, Tan, Ru-San, Oh, Shu Lih, Acharya, U. Rajendra

“…Conclusion: Through this work, it has been established that the model is reliable as it was able to convey when it was not confident in the diagnostic information it was presenting. …”
Get full text

VToonify: controllable high-resolution portrait video style transfer by Yang, Shuai, Jiang, Liming, Liu, Ziwei, Loy, Chen Change

“…Although a series of successful portrait image toonification models built upon the powerful StyleGAN have been proposed, these image-oriented methods have obvious limitations when applied to videos, such as the fixed frame size, the requirement of face alignment, missing non-facial details and temporal inconsistency. …”
Get full text

Improved packing for fully homomorphic encryption with reverse multiplication friendly embeddings by Sim, Jun Jie

“…Developments in quantum computing have led cryptographers to review existing protocols that will be vulnerable when quantum computers are practical. There is an ongoing effort by NIST to develop a post-quantum cryptographic standard. …”
Get full text

Design and verification of carefree maneuvering protection for a high performance fighter aircraft by Jebakumar, S. K., Pashilkar, Abhay A., Sundararajan, Narasimhan

“…This is then augmented with a novel angle of attack protection that comes into play only when the pilot inputs cause the aircraft to exceed the incidence on the positive or negative side (one sided protection), while maintaining the rate command attitude hold behavior within the normal operational bounds of angle of attack. …”
Get full text

GBGVD: growth-based geodesic Voronoi diagrams by Qi, Yunjia, Zong, Chen, Zhang, Yunxiao, Chen, Shuangmin, Xu, Minfeng, Ran, Lingqiang, Xu, Jian, Xin, Shiqing, He, Ying

“…Generally speaking, each ordinary bisector point of the GVD is determined by two adjacent generators while each branching point of the GVD is given by at least three generators. When there are sufficiently many generators, straight-line distance serves as an effective alternative of geodesic distance for computing GVDs. …”
Get full text

Time series anomaly detection by Lek, Jie Kai

“…Anomalies are identified as points where reconstruction errors fall above the Interquartile Range and the first index of these anomalies will be interpreted as the point in time when anomalous behavior becomes prevalent, signaling the onset of degradation. …”
Get full text

Enhancing downstream ML performance with unconditional diffusion models for return predictions by Agarwala, Pratham

“…Finally, we evaluate a real life application, by employing a simple trading strategy using the downstream predictions and its back test on the test data showcased significantly better Return on Investment and Sharpe Ratio when augmentation is applied, indicating better risk-adjusted returns.…”
Get full text

Dynamic properties of structures integrated with tuned liquid sloshing dampers analyses by Gospel, Jessica Vania

“…Free vibration, a fundamental concept, occurs when a system oscillates freely from its equilibrium position, driven solely by its initial conditions and inherent properties. …”
Get full text

Error analysis of a first-order IMEX scheme for the logarithmic Schrödinger equation by Wang, Li-Lian, Yan, Jingye, Zhang, Xiaolong

Get full text

Machine learning hardware accelerator for single-event-latchup (SEL) and micro-SEL detection in commercial-off-the-shelf (COTS) systems by Liao, Chenqing

“…Among the various radiation effects, the single-event-latchup (SEL) is of the most concern – it is catastrophic to semiconductor devices when it occurs. In addition, the micro-SEL, a low-current SEL phenomenon, may also occur, where the induced current is lower than an SEL – therefore more difficult to detect, potentially compromising device reliability and lifespan. …”
Get full text

Dynamically-biased fixed-point LSTM for time series processing in AIoT edge device by Hu, Jinhai, Goh, Wang Ling, Gao, Yuan

“…The performance of the proposed model is also validated with the classical air passenger forecasting problem. 0.075 loss and 94.96% accuracy are achieved with 2-bit weight when compared to the ground truth, which is comparable to full-length 32-bit weight.…”
Get full text
Get full text

Case report: the 'vanished' left pulmonary artery by Chan, Charmaine Jiahui, Kotecha, Monika Kantilal, Choo, Jonathan Tze Liang, Fortier, Marielle V., Sundararaghavan, Sreekanthan

“…It is commonly misdiagnosed as pulmonary artery agenesis when the patent arterial duct constricts, with cessation of blood flow into the affected pulmonary artery. …”
Get full text

Modelling the dynamics of microbubble undergoing stable and inertial cavitation: delineating the effects of ultrasound and microbubble parameters on sonothrombolysis by Tan, Zhi Qi, Ooi, Ean Hin, Chiew, Yeong Shiong, Foo, Ji Jinn, Ng, Yin Kwee, Ooi, Ean Tat

“…It was found that microbubble translation towards the clot and the shear stress on the clot surface during stable cavitation were significant when the bubble was about to undergo inertial cavitation. …”
Get full text

OS-FCM: a semi-supervised clustering approach to investigating consumers' usage patterns of contactless shopping-delivery (S-D) channel by Chen, Tianyi, Wong, Yiik Diew, Yuen, Kum Fai, Li, Duowei, Wang, Xueqin

“…As a semi-supervised clustering approach, OS-FCM integrates One-Class Support Vector Machine and Fuzzy C-Means, which enables it to make a trade-off between subjective judgement and statistical evidence when identifying patterns and to effectively recognize the patterns of outliers. …”
Get full text

Single Zn atoms with acetate-anion-enabled asymmetric coordination for efficient H2O2 photosynthesis by Li, Yunxiang, Guo, Yan, Fan, Guilan, Luan, Deyan, Gu, Xiaojun, Lou, David Xiong Wen

“…Specifically, the O atom from acetate (OAc) anion participates in the coordination of single-Zn sites on CN, forming asymmetric Zn-N3 O moiety on CN (denoted as CN/Zn-OAc), in contrast to the obtained Zn-N4 sites when sulfate (SO4 ) is adopted (CN/Zn-SO4 ). Both experimental and theoretical investigations demonstrate that the Zn-N3 O moiety exhibits higher intrinsic activity for O2 reduction to H2 O2 than the Zn-N4 moiety. …”
Get full text

Large-scale model testing of high-pressure grouting reinforcement for bedding slope with rapid-setting polyurethane by Zhang, Zhichao, Tang, Xuefeng, Liu, Kan, Ye, Longzhen, He, Xiang

“…The polymer-treated slopes remained structurally intact, while the untreated slope exhibited considerable damage when subjected to loads surpassing the bearing capacity. …”
Get full text

Mental health treatments and the influence of culture: portrayals of hypnotherapy and electroconvulsive therapy in Singaporean television dramas by Matthews, Graham John, Ho, Melissa

“…These depictions have the potential to discourage treatment-seeking behaviour-when early intervention has found to be crucial-among vulnerable populations.…”
Get full text

Revolutionizing ELISA: a one-step blocking approach using lipid bilayer coatings by An, Kyongman, Tae, Hyunhyuk, Shin, Jihoon, Bae, Jieun, Han, Sunguck, Choi, Gichan, Kim, Tae-Hoon, Cho, Nam-Joon

“…Furthermore, it showed improved co-blocking efficacy and signal intensity in conventional protocols when combined with minimal BSA concentrations. Stability tests under accelerated aging confirmed the robustness of the LUCA antifouling blocker. …”
Get full text

Biologically inspired visual intelligence for unmanned ground vehicles by Peyman Moghadam

“…Based on empirical evidences, it is known that when human drivers become familiar with the road situations, they prefer to look at the far field where the road edges converge (called the vanishing point) to anticipate the upcoming road trajectory and the car steering with maximal lead time. …”
Get full text