Deep reinforcement learning based resource allocation strategy in cloud-edge computing system by Ahmed Adhoni, Zameer, Habelalmateen, Mohammed I, D R, Janardhana, Abdul Sattar, Khalid Nazim, Audah, Lukman

“…In this work, the research focus on the simulation testing of the MAL-DRL algorithm against classical Random Allocation (RA) and singe agent DRL methods. This exhibition shows that MAL-DRL improves the average latency more (44% savings) and at the same time more resources are used (35% increase) compared both the alternatives with a combined reward measure score of 0.80. …”
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Anomaly detection in aerosol jet printing via computer vision & machine learning by Ang, Ryan Wei Hao

“…Hence, this paper aims to develop, and more importantly, fine-tune, an in-situ monitoring algorithm that will be implemented into the Aerosol Jet Printing system with the help of an Object Detection Model, which hinges upon the principles of Deep Learning (DL), and Computer Vision (CV). …”
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The problem-solving processes in physics of junior college students in Singapore by Tan, Bak Seng.

“…The sample of this study consisted of twenty year one students randomly picked by teachers from three junior colleges. They were divided into two equal groups, a high performers group and a low performers group. …”
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Learning to detect cells using non-overlapping extremal regions by Arteta, C, Lempitsky, V, Noble, JA, Zisserman, A

“…Finally, dynamic programming picks a set of non-overlapping regions that match the model. …”

Robust control for peg-in-hole assembly by Low, Soon Hing

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Russian oil – challenges and possibilities by Moe, A

“…After Russian oil production had fallen to a low of 303 million tonnes per year in 1996–8, production picked up rapidly – some years showing an increase exceeding 10 per cent – until 2004 when it reached 459 million tonnes. …”

Challenges and applications to operando and in situ TEM imaging and spectroscopic capabilities in a cryogenic temperature range by Tyukalova, Elizaveta, Vas, Joseph Vimal, Ignatans, Reinis, Mueller, Aaron David, Medwal, Rohit, Imamura, Masaaki, Asada, Hironori, Fukuma, Yasuhiro, Rawat, Rajdeep Singh, Tileli, Vasiliki, Duchamp, Martial

“…Such studies are promising for studying the pinning of the ferroelectric and magnetic domains versus temperature, spin-polarized current, and externally applied magnetic field to better manipulate the domain walls. …”
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Surface wave interaction with a vertical viscoelastic barrier by Bi, Cheng, Wu, Mao See, Law, Adrian Wing-Keung

“…The viscoelastic sheet spans over the entire water depth, and is tensioned and hinged on both ends. The Voigt model is employed for the viscoelastic representation. …”
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A comparison of preterm and full-term infant emotional regulation development through infant-mother affect synchrony by Low, Heather Yee Theng

“…Several findings were revealed: (1) preterm infants experienced highest positive affect in singing/dancing, but overall exhibited significantly lower positive affect than full-term infants, (2) compared to the full-term group, mothers of preterm infants made behavioural adjustments (i.e. reduced positive and negative affect), especially during tickling, and took on more responsive roles in dyadic interactions, (3) preterm infants whose mothers responded to their emotions during dyadic interactions had better emotional self-regulation. …”
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Can training enhance public employees’ public service motivation? A pretest–posttest design by Chen, Chung-An, Hsieh, Chih-Wei, Chen, Don-Yun

“…We hypothesize that PSM, along with public service–related knowledge and a positive attitude toward public service work, improves after training, and that the improvement hinges on trainees’ satisfaction with training and perceived usefulness of training. …”
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A novel bird-shape broadband piezoelectric energy harvester for low frequency vibrations by Yu, Han, Zhang, Xiaofan, Shan, Xiaobiao, Hu, Liangxing, Zhang, Xingxu, Hou, Chengwei, Xie, Tao

“…The harvester features a cantilever mounted on a double-hinged beam, whose rotating motions effectively diminish its natural frequencies. …”
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A proposed framework of research on the influencing factors of burnout-based on the perspective of individual work scenarios by Lu, Guangguo, Kanjanapathy, Malini, Mohamed Saat, Maisarah

“…This issue is particularly significant in the manufacturing industry where the future growth hinges on the expertise and well-being of highly skilled professionals. …”
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Fully manual pineapple collector tool by Mazlan, Muhammad Imran, Harun, Muhammad Hamiemi, Sudirman, Mohd Dzulkarnaen, Mohamad, Mahmod Abd Hakim

“…This project aims to design and develop a tool that could help in pineapple harvesting, from cutting the pineapple fruit from its plant to picking the pineapple fruit from its plant. The project will mainly focus on helping small-scale pineapple farmers. …”
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Catalytic asymmetric synthesis of Pt- and Pd-PCP pincer complexes bearing a para-N pyridinyl backbone by Wong, Esther Hui Yen, Jia, Yu-Xiang, Li, Yongxin, Pullarkat, Sumod Appukuttan, Leung, Pak-Hing

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Air-stable phosphine organocatalysts for the hydroarsination reaction by Tay, Wee Shan, Li, Yongxin, Yang, Xiang-Yuan, Pullarkat, Sumod Appukuttan, Leung, Pak-Hing

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Hydrophosphination as a valuable tool to chiral diphosphines and their derivatives by Teo, Ronald Hong Xiang

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4D printing of heat-driven self-assembly structures (Part II) by Teo, Jin Howe

“…First, the fabrication conditions of heat-driven self-assembly structures are examined. Hinges are printed with varying materials and dimensional parameters, and the resulting recovery time and the angle integrity are analysed. …”
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On fundamental aspects of quantum extreme learning machines by Xiong, W, Facelli, G, Sahebi, M, Agnel, O, Chotibut, T, Thanasilp, S, Holmes, Z

“…Notably, the expressivity of QELMs is fundamentally limited by the number of Fourier frequencies and the number of observables, while the complexity of the prediction hinges on the reservoir. As a cautionary note on scalability, we identify four sources that can lead to the exponential concentration of the observables as the system size grows (randomness, hardware noise, entanglement, and global measurements) and show how this can turn QELMs into useless input-agnostic oracles. …”

Ambiguity in absurdity : Gogol's the nose and the overcoat. by Yixin, Huang.

“…By doing this, proper justice is not being made to the text, because only the fitting aspects are picked and the unfitting ones thrown out of the window.…”
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Electromagnetic interference coupling to PCB due to external field by Foo, Ceyao.

“…Computer’s processors), the likelihood of the nearby systems picking up interference have increased. It is thus vital to verify that the system is not only capable of controlling their emission but also to be less susceptible to degradation when placed in a noisy environment. …”
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