Bilingual Dialogue Dataset with Personality and Emotion Annotations for Personality Recognition in Education by Zhi Liu, Yao Xiao, Zhu Su, Luyao Ye, Kaili Lu, Xian Peng

“…To address this challenge, we construct bilingual dialogue datasets in Chinese and English, incorporating Big Five personality traits and emotion annotations. …”
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Analytical Inverse Kinematics-Based Method for a 6-DOF Hexa Parallel Robot by Hendriko Hendriko, Nur Khamdi, Jajang Jaenudin, Roni Novison, Muhammad Ikhsan

“…The robot was designed using six independent links, each constructed of upper and lower links. Every link has three joints with a 6-RSS configuration. …”
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An open paradigm dataset for intelligent monitoring of underground drilling operations in coal mines by Pengzhen Zhao, Xichao Wang, Shuainan Yu, Xiangqing Dong, Baojiang Li, Haiyan Wang, Guochu Chen

“…The dataset has been manually annotated to support computer vision tasks such as object detection and pose estimation. …”
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Asymptotic Synchronization for Caputo Fractional-Order Time-Delayed Cellar Neural Networks with Multiple Fuzzy Operators and Partial Uncertainties via Mixed Impulsive Feedback Cont... by Hongguang Fan, Chengbo Yi, Kaibo Shi, Xijie Chen

“…To construct Caputo fractional-order time-delayed cellar neural networks (FOTDCNNs) that characterize real environments, this article introduces partial uncertainties, fuzzy operators, and nonlinear activation functions into the network models. …”
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Research on adaptive control of six-degree-of-freedom manipulator based on fuzzy PID by Ronghua Qian, Renping Wu, Hao Wu

“…Given the manipulators’ variable working environments and tasks, an adaptive neural network was integrated to continually optimize and refine the joint motor's rotation angle and speed. …”
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Digital twin method and application practice of spacecraft system driven by mechanism data [version 2; peer review: 1 approved, 2 approved with reservations] by Zhou Fanli, Huang Lei, Shang Shuai, Wang Wei, Zhou Haocheng

“…The spacecraft digital twins’ model is constructed, and the spacecraft digital twin’s platform is designed and developed. …”
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Multi-objective programming method for ship weather routing based on fusion of A* and NSGA-II by Yuankui LI, Jiyuan SUO, Dongye YU, Xinyu ZHANG, Fang YANG, Xuefeng YANG

“…Objectives In order to meet the development requirements of intelligent shipping and the domestication of meteorological navigation in China, a ship multi-objective route planning method based on the fusion of A* and non-dominated sorting genetic algorithm II (NSGA-II) is proposed that can adapt to complex and diverse long-distance navigation tasks.MethodsBy incorporating the A* algorithm into NSGA-II to guide the search direction and accelerate the convergence speed, an environmental data model and objective functions are constructed. …”
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The Effect of using a course based on Digital Story Strategies on Developing Prep-Stage Pupils' English Descriptive Writing by Rahma Ali, Dalia Yehia, Asmaa Geith

“…Also, the researcher utilised a writing checklist as a self-assessment instrument to ensure participants understood their descriptive writing tasks. Additionally, a scoring rubric was constructed to evaluate pupils' writing before and after treatment. …”
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Characterizing chemical signaling between engineered “microbial sentinels” in porous microplates by Christopher A Vaiana, Hyungseok Kim, Jonathan Cottet, Keiko Oai, Zhifei Ge, Kameron Conforti, Andrew M King, Adam J Meyer, Haorong Chen, Christopher A Voigt, Cullen R Buie

“…Abstract Living materials combine a material scaffold, that is often porous, with engineered cells that perform sensing, computing, and biosynthetic tasks. Designing such systems is difficult because little is known regarding signaling transport parameters in the material. …”
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LatentDE: latent-based directed evolution for protein sequence design by Thanh V T Tran, Nhat Khang Ngo, Viet Thanh Duy Nguyen, Truong-Son Hy

“…Experimental evaluations conducted on eight protein sequence design tasks demonstrate the superior performance of our proposed LDE over previous baseline algorithms. …”
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Topology-controlled Laplace–Beltrami operator on point clouds based on persistent homology by Ao Zhang, Qing Fang, Peng Zhou, Xiao-Ming Fu

“…Computing the Laplace–Beltrami operator on point clouds is essential for tasks such as smoothing and shape analysis. Unlike meshes, determining the Laplace–Beltrami operator on point clouds requires establishing neighbors for each point. …”
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Informed-Learning-Guided Visual Question Answering Model of Crop Disease by Yunpeng Zhao, Shansong Wang, Qingtian Zeng, Weijian Ni, Hua Duan, Nengfu Xie, Fengjin Xiao

“…Decision-making regarding the stages of disease occurrence exceeds the capabilities of single-image tasks, such as image classification and object detection. …”
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Accurate prediction of synergistic drug combination using a multi-source information fusion framework by Shuting Jin, Huaze Long, Anqi Huang, Jianming Wang, Xuan Yu, Zhiwei Xu, Junlin Xu

“…In addition, we decompose drugs into fragments containing pharmacophore information based on chemical reaction rules and construct a heterogeneous graph comprising atomic and fragment nodes. …”
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AUTOMATIC SCORING OF KNOWLEDGE GAINED AND SHARED THROUGH DISCUSSION FORUMS: BASED ON THE COMMUNITY OF INQUIRY MODEL by P.A.L. Nadeesha, T.A. Weerasinghe, W.R.N.S Abeyweera

“…A rule-based classifier, constructed upon indicator mappings, enriched the classification process. …”
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The Implementation of Emotionally-Valuable Component of the Content of Foreign-Language Education (on the Material of Study Course “Spotlight”). Part II by M. N. Tatarinova, O. V. Sungurova

“…The revaluation of the tasks and results of school foreign-language education in our country updated the role of the emotionally-valuable component (EVC) of the content of foreign-language courses. …”
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Equilibrium internal fractures in elastic bodies supported by thin flexible coatings by B. V. Sobol, E. V. Rashidova, P. V. Vasiliev, A. I. Novikova

“…The purpose of the study in each of the presented tasks is to determine the values of the influence factor. …”
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The Implementation of Emotionally-Valuable Component of the Content of Foreign-Language Education (on the Mate rial of Study Course “Spotlight”). Part I by M. N. Tatarinova, O. V. Sungurova

“…The revaluation of the tasks and results of school foreign-language education in our country updated the role of the emotionally-val- uable component (EVC) of the content of foreign-language courses. …”
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Peculiarities of university brand formation in the context of political branding of the front-line territory (on the example of the city of Kherson) by Serhii Kostiuchkov

“…The role of brands is studied, the creation and promotion of which are urgent tasks for scientists of various fields, as well as for practitioners, since it is brands that are designed to ensure a high level of competitiveness of goods and services in modern markets, in particular - educational services. …”
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Research on Concrete Crack Damage Assessment Method Based on Pseudo-Label Semi-Supervised Learning by Ming Xie, Zhangdong Wang, Li’e Yin

“…To address the inefficiency of traditional concrete crack detection methods and the heavy reliance of supervised learning on extensive labeled data, in this study, an intelligent assessment method of concrete damage based on pseudo-label semi-supervised learning and fractal geometry theory is proposed to solve two core tasks: one is binary classification of pixel-level cracks, and the other is multi-category assessment of damage state based on crack morphology. …”
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Acoustic emission localization model of concrete material based on convolutional neural network by DENG Yongdong, ZHOU Jingren, LU Xiang, CHEN Jiangkang

“…Compared with the traditional iterative localization method, the localization efficiency is stable, and it has obvious advantages in processing a large number of localization tasks, and the localization error is reduced by about 5%. …”
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