Emotional Stress Relief Mechanism of English Translation Practitioners Based on Role Cognition by Wei Hu, Yipeng Luo

“…On the basis of sorting out psychological capital, emotional commitment, and behavioral variables of organizational practitioners, the article summarizes the concept, dimension, measurement, and causes and effects of variables and solves the problem of quantitative analysis of emotional stress. In the simulation process, the role cognitive variables and local cognitive variables are extracted separately using the dual-branch mitigation mechanism structure to enhance the diversity of the extracted cognitive variables; in the local branch, a loss function of emotional stress overlapping partial penalty mechanism is constructed. …”
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EFFECTS OF PRODUCTION PARAMETERS ON RICE OUTPUT IN THE KETU NORTH DISTRICT OF THE VOLTA REGION, GHANA by Francis Kastro KAVI, Sonny Gad ATTIPOE, Kwabena KYERE, Worlanyo Kwabena AGBOSU, Mark Kwame OFFEI

“…A translog stochastic frontier production function with a model for inefficiency effects was employed in data analysis, using the Maximum Likelihood Method.Land area under cultivation, fertilizer input, irrigation cost, and equipment were identified as the major input factors that significantly influenced yield of rice in the Ketu North District. …”
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Modeling of single-point line meshing gears based on cubic NURBS surface interpolation by CHEN Chong, GU Liyao, ZHU Pengcheng

“…In order to more accurately study the meshing characteristics and transmission parameters of the gear pair, a gear pair model of single-point line meshing based on cubic non-uniform rational B-spline (NURBS) surface interpolation was established.MethodsAccording to the meshing principle of the gear pair and the coordinate system transformation of the single-point line meshing gear pair, the tooth surface equation was derived to obtain the discrete tooth surface data, the surface control point matrix formed by the interpolation of the discrete data was solved by cubic NURBS, and the tooth surface reconstruction was carried out by using the UG secondary development and the control point matrix of the curved surface; the finite element analysis model of the gear pair was established, the instantaneous contact line, the maximum contact stress of the gear surface and the variation curve of the maximum bending stress were obtained, and the accuracy of the three-dimensional model was verified.ResultsThe results show that there is no edge contact between the single-point line meshing gear auxiliary driving wheel when entering and exiting the meshing, the maximum contact stress changes relatively slowly during the whole cycle, and the maximum bending stress occurs near the tooth root transition surface of the driven gear and the driven gear.…”
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A VYGOTSKIAN PERSPECTIVE ON MULTICULTURAL EDUCATION: A SOCIAL-BASED LEARNING PROCESS IN THE MINANGKABAU COMMUNITY, WEST SUMATRA, INDONESIA by Isnarmi Moeis, Junaidi Indrawadi, Zaenuddin Hudi Prasojo, Fatmariza, Rika Febriani

“…Grounded in Vygotsky’s theory of learning as a process of social and cultural adaptation, this research adopts the qualitative approach, utilizing in-depth interviews and focus group discussions for data collection. Carried out through coding, data reduction, and interpretation, the analysis focuses on the Minangkabau community in Sungai Sirah Village, Silaut District, a transmigration area in West Sumatra. …”
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Multi-ciphertext batch auditable decryption outsourcing SM9-HIBE key encapsulation mechanism by Kuan LIU, Jianting NING, Wei WU, Shengmin XU, Chao LIN

“…The decryption operation of SM9-HIBE key encapsulation mechanism required two bilinear pairing operations, for the equipment requiring frequent decryption of massive data and with limited computing resources, such resourcing-consuming pairing operation will become an important bottleneck restricting the system deployment.To address the above issue, a decryption outsourcing key encapsulation mechanism OASM9-HIBE based on SM9-HIBE was proposed, which supported multi-ciphertext batch auditing.The Fujisaki-Okamoto transformation technology was utilized to prove the RCCA security of OASM9-HIBE under the random oracle model.All resourcing-consuming bilinear pairing operations were safely offloaded to the cloud server in OASM9-HIBE, the k-th hierarchical user only need to perform one simple exponentiation operation to complete the final decryption.The decryption efficiency of the original SM9-HIBE was effectively improved under the premise of not changing the downward proxy generation function of the user’s private key between hierarchical.OASM9-HIBE additively achieved the property of batch auditing of multi-transformed ciphertexts by employing the key blinding technology.Theoretical analysis and evaluation of experimental data highlight the feasibility and efficiency of OASM9-HIBE, OASM9-HIBE extends the application field of SM9 series algorithms.…”
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Measuring the Efficiency Profile of Crop Production in Traditional Rainfed Sector of North Kordofan state, Sudan. by Ibrahim Elnour Ibrahim, Ahmed Mohammed Morakah

“…The stochastic frontier production and cost function model analysis was used to estimate the technical, allocative and economic efficiency of producing crops. …”
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Dynamic Gesture Recognition Algorithm Combining Global Gesture Motion and Local Finger Motion for Interactive Teaching by Li Jiashan, Li Zhonghua

“…Firstly, preprocessing of dynamic gesture data is carried out, including removing invalid gesture frames, completing gesture frame data and normalizing joint length. …”
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Analisis Kontribusi Sektor Perhubungan terhadap Pendapatan Asli Daerah di Kabupaten Aceh Tengah by Ravika Ramadayani, Irwan Nasution, Armansyah Matondang

“…In this study the author uses descriptive methods with qualitative data analysis where researchers are key instruments, data collection techniques are done by triagulation (combined). …”
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Extraction Method of Driver’s Mental Component Based on Empirical Mode Decomposition and Approximate Entropy Statistic Characteristic in Vehicle Running State by Shuan-Feng Zhao, Wei Guo, Chuan-wei Zhang

“…Obviously the road path information is directly contained in the vehicle driving state; if you want to judge the driver’s driving behavior by vehicle driving status information, the first task is to remove the road information from the vehicle driving state data. Therefore, this paper proposes an effective intrinsic mode function selection method for the approximate entropy of empirical mode decomposition considering the characteristics of the frequency distribution of road and vehicle information and the unsteady and nonlinear characteristics of the driver closed-loop driving system in vehicle driving state data. …”
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A Deformation Prediction Model for Concrete Dams Based on RSA-VMD-AttLSTM by Pei Liu, Hao Gu, Chongshi Gu, Yanbo Wang

“…It combines the variance of the modified mode with the sample entropy of these data as the objective function, effectively converting monitoring data into a stable signal while retaining essential characteristic variation. …”
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A higher composite dietary antioxidant index is associated with a decreased risk of subclinical hyperthyroidism in adults: evidence from epidemiological studies by Jie Wu, Junxian Niu, Junxian Niu, Chuyu Jia, Qingkai Yang, Dewei Li, Xuqin Dong

“…Background and objectiveThyroid dysfunction is closely related to oxidative stress, and the intake of dietary antioxidants may affect thyroid function by regulating oxidative stress. The composite dietary antioxidant index (CDAI) is used as an indicator to measure the overall antioxidant capacity of the diet by quantifying the intake of these various antioxidants. …”
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Domain generalization for image classification based on simplified self ensemble learning. by Zhenkai Qin, Xinlu Guo, Jun Li, Yue Chen

“…Domain generalization seeks to acquire knowledge from limited source data and apply it to an unknown target domain. Current approaches primarily tackle this challenge by attempting to eliminate the differences between domains. …”
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NEURAL NETWORK MODEL OF DIAGNOSTICS OF STAGES OF DEVELOPING CORPORATE BANKRUPTCY by S. A. Gorbatkov, S. A. Farkhieva

“…The study was conducted on the basis of neural network modelling and system analysis methods, methods of decision-making theory, a solution of inverse problems of interpretation, i.e. extraction of new knowledge from data. …”
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Modeling of settlement of shallow-founded rocking structures using explainable physics-guided machine learning by Sivapalan Gajan, Christopher Kantor

“…An approximate physics-based model (PBM) is derived for rocking-induced total settlement as a function of critical contact area ratio and cumulative rotation of the foundation. …”
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On residual cumulative generalized exponential entropy and its application in human health by Hanan H. Sakr, Mohamed S. Mohamed

“…For empirical implementation, non-parametric estimation strategies are devised using data-driven approximations of residual cumulative generalized exponential entropy, with two distinct estimators of the cumulative distribution function evaluated. …”
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The Parallel Worm Tracker: a platform for measuring average speed and drug-induced paralysis in nematodes. by Daniel Ramot, Brandon E Johnson, Tommie L Berry, Lucinda Carnell, Miriam B Goodman

“…We further use the tracker to automatically quantify the time course of paralysis of worms exposed to aldicarb and levamisole and show that tracker performance compares favorably to data generated using a hand-scored metric.<h4>Conclusions/significance</h4>Although this is not the first automated tracking system developed to measure C. elegans locomotion, our tracking software package is freely available and provides a simple interface that includes tools for rapid data collection and analysis. …”
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Removal of Horizontally Impacted Mandibular Third Molar through Buccal Plate Extirpation and Replacement - An Evaluative Study by Ahmed Mustafa Abdulrahman, Zahraa M. AL-Hawwaz, Shams K. Mohammed

“…Two patients complained of temporary paraesthesia, which resolved within 4 months. Statistical Analysis: The data were collected and compiled in Microsoft Excel. …”
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A Classical and Bayesian Approach for Parameter Estimation in Structural Equation Models by Naci Murat, Mehmet Ali Cengiz

“…All approaches given above are applied to the data obtained from Samsun Chamber of Commerce and Industry.…”
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Assessment of Intrarenal Artery Doppler Resistive Index in Normotensive Patients and Patients with Essential Hypertension by Obinna E. Abonyi, Uloma B. Nwogu, Vitus K. Ika, Julius A. Agbo, Beatrice U. Maduka, Sharonrose O. Nwadike

“…The renal resistive index (RRI) is a useful tool for assessing kidney function in hypertensive patients, but population-specific data are scarce. …”
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Use of pattern recognition in photoacoustic imaging to identify neuronal ensembles in the prefrontal cortex of rats undergoing conditioned fear learning by Shane A. Perrine, Mohammad Beirami, James I. Matchynski, Rayyan Manwar, Srinivasu Kallakuri, Alana C. Conti, Kamran Avanaki

“…This study also highlights the use of pattern recognition analysis using photoacoustic imaging data leading the way for future use of this computational approach to brain imaging.…”
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