Progress in research on active network flow watermark by Xiao-jun GUO, Guang CHENG, Chen-gang ZHU, Dinh-Tu TRUONG, Ai-ping ZHOU

“…Then, several representative ANFW approaches using distinct network flow characteristics are presented and compared in detail. Finally, threats against existing ANFW technology and their corresponding countermeasures are overviewed, also some future research directions about ANFW are discussed.…”
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Theory of Stiffness Synthesis by Adding Redundant-actuated Limb on Spatial 6-DOF Parallel Mechanism by Shuangshuang Zhang, Hongtao Yang, Qigeng Liu

“…According to the end stiffness requirement， a stiffness synthesis method by adding redundant-actuated limbs to realize the end stiffness requirement is established. Finally， the Stewart parallel platform is adopted to verify this synthesis method， the design requirement of the end stiffness matrix decoupling is realized.…”
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Interagir à distance dans une communauté d’enseignants : effets sur les conceptions relatives au numérique et à l’enseignement de l’orthographe by Georges Ferone, Jacques Crinon

“…These communities are developing strongly; they are explicitly claiming effects on the professional development of teachers and positioning themselves as a new actor in training; finally, they benefit from strong support from the Institution. …”
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Prescribed Performance Tracking Control for Nonlinear Stochastic Time-Delay Systems with Multiple Constraints by Man Zhang, Ru Chang, Ying Wang

“…Also, this scheme ensures that the system states always stay within the constraint range, and the tracking error meets the prescribed performance constraint. Finally, the feasibility and superiority of the proposed control scheme were validated through simulation.…”
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EXPERIMENTAL STUDY ON CUTTING ENERGY CONSUMPTION OF COAL MINING UNDER DIFFERENT WORKING CONDITIONS by HAO ZhiYong, ZHOU ZhengQi, ZHANG Pei, YANG QuanChun

“…Pin and idler axle load data, and finally through the different conditions of coal miners cutting energy consumption calculation, the following conclusions: to keep the other conditions remain unchanged, the linear cutting energy consumption with With the increase of the traction speed increase; the oblique cut cutting energy consumption value is far more than the straight cutting energy consumption value; shearer cutting energy consumption in addition to the speed of traction, cutting mode, but also by the impact of coal hardness, With the increase in the hardness of coal and cutting cutting energy consumption also increased. …”
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Force/Position Hybrid Control for Cable-driven Parallel Robots Based on the System Stiffness by Chen Keju, Zhang Shangying, Zhang Jilei, Luo Shiyang, Zhang Bowei

“…The simulation results show that the position error of the mobile platform is effectively reduced by the force/position hybrid control strategy, which is designed based on the stiffness analysis. Finally, the accuracy and effectiveness of the stiffness model and the force/position hybrid control strategy are verified by experiments.…”
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The transition of food systems towards sustainability: The role of digitalization by Gianluca Brunori

“…It argues that digital tools can support more sustainable and diverse agricultural practices if correctly aligned with ecological principles. Finally, the text calls for targeted innovation policies to ensure that digital transition contributes effectively to ecological goals, suggesting that a thoughtful and directed approach is essential for realizing the transformative potential of digitalization in fostering a sustainable future.…”
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An Impulsive Two-Prey One-Predator System with Seasonal Effects by Hunki Baek

“…Moreover, sufficient conditions, under which one of the two preys is extinct and the remaining two species are permanent, are also found. Finally, numerical examples and conclusion are given.…”
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Range and Battery Depletion Concerns with Electric Vehicles by Tomio Miwa, Hitomi Sato, Takayuki Morikawa

“…The deployment of charging stations at large retail facilities and/or workplace parking spaces reduces the desired range of an EV. Finally, the answers to the questionnaire show that the probability of battery depletion on a driving day has little effect on the intention to purchase an EV. …”
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Paying for crime: frauds in DPVAT insurance and their impacts on society by Beatriz Peres Lopes, João Vinícius França Carvalho

“…It is possible to affirm that not only would the DPVAT’s claims ratio be reduced, but also the premiums paid by the insured. Finally, the estimates suggest that society could have saved over BRL 15 billion in 14 years.…”
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Le sujet cognitif de l’apprentissage by André Tricot

“…This approach also considers that the human subject mobilizes very different learning processes, involving that the tasks and tools that support these learning processes are necessarily very different. Finally, this approach considers that human subject’s knowledge on her/himself and his/her learning goals have a significant effect.…”
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LIFE PREDICTION OF ROLLING BEARING BASED ON MULTI-RESOLUTION SINGULAR VALUE DECOMPOSITION AND ECNN-LSTM by XIONG Jun, CHEN Lin, WANG ShangQing

“…Secondly,a high-efficiency channel attention mechanism module was added to the two-layer one-dimensional convolutional neural network structure,and the convolution kernel was adaptively adjusted for multi-channel interaction without dimension reduction,so as to fully extract bearing degradation characteristics and establish effective life degradation indicators. Finally,MSE loss function is used to achieve the residual life prediction on LSTM.The feasibility and effectiveness of the proposed method are verified by Cincinnati whole life data.…”
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Research on fault prediction of computer network nodes driven by log information by WANG Yuxi, YE Qingwei, ZHOU Peng, LI Bing, WANG Xiaodong

“…Firstly, the log information generated by each node in the computer network was collected, the state vectors of each node and the state matrices of all nodes were obtained, then the dataset through the state filling principle was supplemented, and finally the fault prediction problem into a time series prediction problem was transformed. …”
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Comparative Study on Traffic Prediction Using Different Models by Jiao Zhtiofan

“…Through these optimizations, the model is better able to respond to sudden traffic changes and improve the robustness and real-time prediction of the forecast. Finally, the research results are summarized and the future research directions are prospected. …”
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Reactive power optimization via deep transfer reinforcement learning for efficient adaptation to multiple scenarios by Congbo Bi, Di Liu, Lipeng Zhu, Chao Lu, Shiyang Li, Yingqi Tang

“…Supervised learning is applied in specific dynamic learning for extracting unique dynamics from offline data, which improves data efficiency and speeds up knowledge transfer. Finally, the proposed framework is tested on the IEEE 39-bus system and the realistic Guangdong provincial power grid, demonstrating its effectiveness and reliability.…”
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Fondements du discours propagandiste arabe de la Grande-Bretagne au Maghreb pendant la Seconde Guerre mondiale (1939-1943) by Fayçal Cherif

“…This article explains the mechanism, the structures, the aims and finally the impact of British propaganda in the Arabic language in North Africa between September 1939 and May 1943.…”
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Nanoporosity of Alumina Surfaces Induces Different Patterns of Activation in Adhering Monocytes/Macrophages by Natalia Ferraz, Jaan Hong, Matteo Santin, Marjam Karlsson Ott

“…The inflammatory response was evaluated by quantifying interleukin-1β and tumour necrosis factor-α. Finally, scanning electron microscopy was used to study cell morphology. …”
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BEARING FAULT DIAGNOSIS METHOD BASED ON MULTI⁃SCALE AND MULTI⁃PATH ENSEMBLE NETWORK by QI BoWei, LI YuanYuan, SONG LiYuan

“…To address the problems such as complex convolutional neural network parameters,deep layers and weak generalization performance,a multi⁃scale multi⁃path convolutional neural network(MCS⁃CNN)based bearing fault diagnosis method cas proposed.Firstly,a multi⁃scale convolution block was proposed to reduce the number of network parameters and increase the network width by using depthwise convolution and pointwise convolution,so as to extract multi⁃scale features effectively.Secondly,an ensemble block was proposed to increase the network depth by connecting low⁃level and high⁃level features through multiple paths,thereby improving the diagnostic accuracy of the model.Finally,the effectiveness of the method was verified on the Case Western Reserve University bearing dataset.The results show that the fault diagnosis accuracy of the proposed method can reach 975%and 9825%in high⁃noise and cross⁃load scenarios,and the accuracy in mixed scenarios is improved by more than 15%compared to existing diagnosis methods,which prove the robustness and generalisability of the proposed method.…”
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La législation de 1964 sur les Droits Civiques aux États-Unis : mythe d’une égalité de droit, réalité d’une égalité de fait ? by Eric Agbessi

“…The conclusion should clarify what is still myth and what has become reality to, finally, better understand what the concept of diversity is, in a democratic and multi-cultural country like the USA.…”
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Role of Glass Composition on Mechanical Properties of Shape Memory Alloy-Metallic Glass Composites by Supat Chupradit, Indah Raya, Dinh Tran Ngoc Huy, Dmitry Bokov, Pham Van Tuan, Aravindhan Surendar, Doaa Alaa Lafta, Mustafa M. Kadhim, Olga Kravchenko, Yasser Fakri Mustafa, Zaid Hameed Mahmood, Sami Sajjadifar

“…Nevertheless, the excessive Zr addition in the MG composition facilitated the aggregation of nanopores at the interface of SMA and MGs, which may be due to the softening effect in the Zr-rich MGs. Finally, it is concluded that an optimized MG composition is required for the trade-off between the plasticity and the strength in the SMA-MG composites.…”
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