Channel assignment and power allocation for throughput improvement with PPO in B5G heterogeneous edge networks by He, Xiaoming, Mao, Yingchi, Liu, Yinqiu, Ping, Ping, Hong, Yan, Hu, Han

“…The experimental results show that our mechanism named DP-PPO improves the performance over other DRL methods.…”
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Cooperative collision avoidance in multirobot systems using fuzzy rules and velocity obstacles by Tang, Wenbing, Zhou, Yuan, Zhang, Tianwei, Liu, Yang, Liu, Jing, Ding, Zuohua

“…Hence, to guarantee real-time collision avoidance and deal with linguistic requirements, a distributed and hybrid motion planning method, named Fuzzy-VO, is proposed for multirobot systems. …”
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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

“…The dataset with the usage patterns is used to train Random Forest, upon which Shapley Additive exPlanations (SHAP) approach is applied to measure the contributions of each factor. …”
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Structured sparse representations for supervised and unsupervised learning by Zeng, Yijie

“…This thesis focuses on a specific data representation technique named sparse coding (SC) which has been found effective for natural signals such as images. …”
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Graph representation learning by Zhang, Xinyi

“…Besides the shared node representations which is proposed from mSHINE, eHIN also applies the convolution-based module and the non-sampling optimization technique to improve the learning efficiency further. …”
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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

“…Our findings sound a red alarm for the wide use of pre-trained models. Finally, we apply several defense methods to NeuBA and find that model pruning is a promising technique to resist NeuBA by omitting backdoored neurons.…”
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荀子批判公孙龙“白马非马”的正当性 ：再探荀子与公孙龙“实”的概念 = The legitimacy of Xunzi’s criticism on Gongsun Long’s idea of “White horse is not a horse” : a revised study on Shi in Xunzi and Gongsun Long... by 赖珉利 Lai, Min Lee

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Synthesis gas production of municipal solid waste in a fluidized bed gasifier using thermodynamic equilibrium model by Nur Ashikin, Jamin, Noor Asma Fazli, Abdul Samad, Suriyati, Saleh

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Improving shift handovers between medical residents : the effect of information access cost, metacognition and media affordances by Yang, Xi

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Expert system for real time optimization of solid waste management in Malaysia by Abu Samah, Mohd Armi

“…Moreover, this system could be applied by a particular user in determining preliminary module for recycling process and could controlled and optimized the amount of generated waste composition that were usually sent to the landfills or other waste treatment facilities. …”
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Further studies of extreme learning machine and compressed signal detection by Cao, Jiuwen

“…To further enhance the classification rate of the ELM, we propose an improved algorithm named voting based ELM (V-ELM) for signal classification in Chapter 4. …”
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PARP1 resolves DNA replication defects in PCNA-associated DNA repair disorder by Wang, L

“…In 2014, the Crosby and Green laboratories reported a novel DNA repair disorder with clinical features including short stature, hearing loss, premature aging, telangiectasia, neurodegeneration, and photosensitivity, which results from a homozygous missense (p.Ser228Ile) alteration of PCNA so it is named PCNA-associated DNA repair disorder (PARD). …”

Recovery of Herschel-Bulkley Fluid Parameters from Video via Differentiable Simulations by Eastman, John M.

“…Our approach aims to accurately recover physical parameters and achieve high-fidelity 3D reconstructions from single-view videos of fluids, even those with complex rheological behaviors like shear thinning and thickening. In this study, we apply our method to a Herschel-Bulkley fluid, namely ketchup, under two different real-world conditions: a 50mm column collapse and being squeezed from a bottle. …”
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Laplace transforms, non-analytic growth bounds and $C_{0}$-semigroups by Srivastava, S

“…We study the properties of $\zeta(f)$ as well as two associated abscissas, namely the non-analytic abscissa of convergence, $\zeta_{1}(f)$ and the non-analytic abscissa of absolute convergence $\kappa(f)$. …”

Towards efficient video-based action recognition: context-aware memory attention network by Koh, Thean Chun, Yeo, Chai Kiat, Jing, Xuan, Sivadas, Sunil

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Electric-field control of magnetism in multiferroic composites by Ding, Hui

“…Multiferroic materials have at least two of the ferroic properties, namely ferroelectricity, ferro (anitferro) magnetism and ferroelasticity.The term usually refers to materials that possess both ferroelectric and magnetic orders. …”
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Lactate cross-feeding between Bifidobacterium species and Megasphaera indica contributes to butyrate formation in the human colonic environment by Zhao, Sainan, Lau, Raymond, Zhong, Yang, Chen, Ming-Hsu

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Engineering memristor : control over the fourth fundamental element for memory application and beyond by Ge, Ning

“…This work will try to study the fundamental memristor devices including material impact, device characterization, physical modeling, and selector device choice, then apply its unique property to novel applications using various process methods. …”
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Constrained neuro fuzzy inference methodology for explainable personalised modelling with applications on gene expression data by Singh, Balkaran, Doborjeh, Maryam, Doborjeh, Zohreh, Budhraja, Sugam, Tan, Samuel, Sumich, Alexander, Goh, Wilson, Lee, Jimmy, Lai, Edmund, Kasabov, Nikola

“…Thus far, most machine learning methods applied to gene expression datasets, including deep neural networks, lack personalised interpretability. …”
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Cosystolic Expansion of Sheaves on Posets with Applications to Good 2-Query Locally Testable Codes and Lifted Codes by First, Uriya A., Kaufman, Tali

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