Research on the construction of a sustainable scientific research capability evaluation model for university teachers based on the T-S fuzzy neural network. by Jia Wen, Pinhong Zeng

“…<h4>Introduction</h4>This study aims to enhance educational quality and academic standards by proposing a model based on critical research ability indicators to objectively evaluate the sustainable scientific research capabilities of university teachers.…”
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Evolutionary search algorithm for learning activation function of an artificial neural network by Yurshin Viacheslav

“…The proposed method aims to enhance the efficiency of the search process for optimal activation functions. …”
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Research on Equality Issues and Legal Governance of Emerging Bioenhancement Technologies by Dian WANG, Lin WANG

“…Emerging bioenhancement technologies significantly enhance individual capabilities through low-cost, high-efficiency means. However, their acquisition mechanism, which depends on financial affordability, may exacerbate social inequality. …”
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Classification of Long-Tailed Data Based on Bilateral-Branch Generative Network with Time-Supervised Strategy by Yalin Huang, Yan-Hui Zhu, Zeng Zhigao, Yangkang Ou, Lingwei Kong

“…Meanwhile, Time-supervised strategy is introduced to improve the model's operational efficiency and ability to cope with extreme conditions by supervising and collaboratively controlling of the bilateral-branch generative network with time-invariant parameters. …”
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Research on Existing Problems and Solutions on Last Mile Logistics Under the Context of Rural Revitalization in China by Qiang Wang, Yanhong Li

“…It proposes targeted solutions from five perspectives: effective planning and tracking software, development of the delivery system, agile logistics status updating, promotion of technological innovation, and enhancement of the overall ability and efficiency of local logistics services.…”
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Research on DSC-MB-PSPNet Semantic Segmentation inStreet-scene Autonomous Driving by HU Yunqing, PAN Wenbo, HOU Zhichao, JIN Weizheng, YU Huan

“…At the same time, in order to improve the training efficiency and make the model easier to converge, the multi-stage loss function calculation method was added in the model. …”
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A method for PCR-free library preparation for sequencing palaeogenomes. by Kirstin Henneberger, Axel Barlow, Federica Alberti, Michaela Preick, Silviu Constantin, Doris Döppes, Wilfried Rosendahl, Michael Hofreiter, Johanna L A Paijmans

“…In recent years, methodological advances have substantially improved our ability to recover DNA molecules from ancient samples, raising the possibility to sequence palaeogenomes without PCR amplification. …”
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Multi-objective data collecting strategies for wireless sensor network based on the time variable multi-salesman problem and genetic algorithm by Hao FENG, Lei LUO, Yong WANG, Miao YE

“…Comparing to the traditional data collecting method with data route,the technology of wireless mobile nodes has gradually became a new technique in the wireless sensor network.As the solution to the visiting order of the static nodes was an intrinsic NP-hard problem,a more general multi-objective data colleting strategies based on multi-mobile nodes was proposed.The proposed data collecting technique was abstracted as a model of time variable multiple traveling salesman problem.Belonging to a discrete optimal problem,the proposed model was solved by with a proposed hybrid genetic algorithm to determine the paths of the multi-mobile nodes.The convergence analysis of the proposed algorithm was given.With the experiment of open dataset,the proposed model based on the time variable multiple traveling salesman problem and the proposed hybrid genetic algorithm certify a certain improvement to the efficiency and real-time ability.…”
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TRANSLATION PROBLEMS IN A NEW TECHNOLOGICAL SPHERE by Abdyrakmatova N. К., Sandybaeva A.

“…The possibilities of machine translation tools such as Google Translate and ChatGPT are examined for their ability to adequately convey the content, meaning, and emotional depth of literary works. …”
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Machine Learning Models with Neutrosophic Numbers for Cloud Security Analysis and Smart Grid Control of Renewable Energy by Ahmed E Fakhry, Mamdouh Gomaa, Ahmed A. Metwaly, Ahmed Abdelhafeez

“…Here, renewable energy sources are used to assess the smart grid network's energy efficiency, and the network has been monitored for cloud computing security assessments. …”
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Research on P System with Chain Structure and Application and Simulation in Arithmetic Operation by Jing Luan, Zhong Yao

“…In the practical aspect, a specific application example, P chain system for arithmetic operation, is presented to demonstrate the superiority, computational efficiency, and ability of P system with chain structure. …”
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Detection of the permutation symmetry in pattern sets by Dong Ji-Yang, Zhang Jun-Ying

“…But the applicability of the symmetry tool strongly depends on the ability to calculate the symmetries of the system. …”
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Study on Support Vector Machine-Based Fault Detection in Tennessee Eastman Process by Shen Yin, Xin Gao, Hamid Reza Karimi, Xiangping Zhu

“…By comparing the indices of detection performance, the SVM technique shows superior fault detection ability to the PLS algorithm.…”
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Direct power control for DFIG systems under distorted voltage using predictive repetitive control by A. Lunardi, E.R. Conde, N. Rocha, A.J. Sguarezi Filho

“…The controller is implemented on an experimental bench, where the obtained results are presented to support the controller’s efficiency and ability to reject disturbances. The disturbances are mitigate due to the addition of a polynomial that includes an integrative effect on the plant in its expanded model. …”
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Health Data Access Bodies under the European Health Data Space – A technocratic colossus or rubber stamp forum? by Paul Quinn

“…The author argues that the expertise and efficiency required to navigate these complexities could strain HDAB resources and capabilities. …”
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The Development of Building Materials Recommendation System Based on Feature Crosses by Hui-Ping Tserng, Chung-Cho Chang, Shu-Hsien Tai

“…A practical case demonstrates its ability to improve material selection efficiency and accuracy, making it an making it an indispensable tool for specialized users in informed decision-making.…”
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State-of-the-Art Import Substituting Techniques on Drive Gear Belt Manufacturing out of Local Material by A. T. Skoibeda, A. G. Bakhanovich, I. G. Bakhanovich

“…These techniques permit to manufacture gear belts of high load-carrying ability and long service due to reinforcing of working gear surface with the help of wear resistant fabric. …”
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Multiphase Catalytic Reactors: a Modular Approach by Vasileios K. Mappas, Bogdan Dorneanu, Norbert Heinzelmann, Harvey Arellano-Garcia

“…The main advantages of this approach lie in its efficiency, the interrelation between different modules, and its ability to capture a wide range of information and phenomena.…”
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Resource scheduling algorithm of satellite communication system for future multi-beam dense networking by Yuanzhi HE, Cong PENG, Jihong YU, Yun LIU

“…The resource scheduling problem of satellite communication systems under the condition of high-dynamic and resource limitation was studied.A resource scheduling model for satellite communication systems was established based on time window, energy consumption, number of channels, user priority and task suddenness.Considering the disadvantages of slow initial search speed and weak local search ability, the improved ant colony algorithm based on construction of initial solution set and extra pheromone deposition was proposed to solve the resource scheduling problem.The optimization characteristics of the number of completed tasks, priority and scheduling completion time were simulated and analyzed.The results show that the algorithm has a fast convergence rate.Compared with the same type optimization algorithm, the algorithm has high scheduling efficiency, therefore, it is suitable for scheduling satellite communication system resources for multi-beam dense networking in the future.…”
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La politique de cohésion face aux enjeux de justice spatiale dans un contexte de crise européenne. Quelques réflexions sur le cas italien by Dominique Rivière

“…Using the grey literature, it is mainly based on the Italian case, emblematic of the crisis of solidarity between North and South, which questions today the ability of the European project to combine market, regional development and solidarity. …”
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