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FedEach: Federated Learning with Evaluator-Based Incentive Mechanism for Human Activity Recognition
Published 2025-06-01“…After this aggregation, the server calculates each client’s contribution, prioritizing each client’s contribution to ensure the fair recognition of high-quality updates and penalizing malicious clients based on their contributions. …”
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In-Company Adaptation of Employees and Employers to Each Other
Published 2022-12-01“…To analyze the potential of changing work-place characteristics the data of Risstat selective study was used. Factors showing specific features of adaptation of employees and employers to each other were identified and analyzed. …”
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Quantifying the impact of surgical teams on each stage of the operating room process
Published 2024-10-01“…The OR process was segmented into eight stages that quantify eight process times, e.g., procedure duration and procedure start time delay. Model selection was performed to identify the key factors in each stage and to quantify variability.ResultsProcedure type accounted for the most variability in three process times and for 44.2% and 45.5% of variability, respectively, in procedure duration and OR time (defined as the total time the patient spent in the OR). …”
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Manifestation of Virtuous Life in Each of the Six Dimensions of Elementary Educational Content
Published 2024-06-01“…The statistical population included the content of the social studies curriculum for elementary education in Iran for the academic year 1402-1403, encompassing four textbooks, all of which were selected as the sample through census sampling. The research instrument was a checklist designed based on the opinions of 13 experts in each of the six educational dimensions. …”
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The unwell patient with advanced chronic liver disease: when to use each score?
Published 2025-07-01“…We will also review future areas of research for each score and current gaps in the literature. Main body The Child–Pugh score is the pre-eminent prediction score for liver disease that was developed through empiric selection of relevant variables. …”
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Measuring the amount of influencing factors on block spending in each of the active industries in Iran's capital market
Published 2024-09-01“…The results showed that the coefficient of each variable on Stock Block Trading Premium is different, and it has a direct relationship with the size of the block, cash, assets, and revenue, and has an inverse relationship with the debt ratio, profit, and company size. …”
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How Collective Housing Achieves “Each Household Having a Dwelling”—A Case Study Based on the Institutional Analysis and Development Framework
Published 2025-04-01“…Policies should remain adaptable, taking into account regional differences in geography, society, and culture, and selectively incorporating collective housing models to achieve the goal of “each household having a dwelling.”…”
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An Improved LEACH Protocol for Optimizing Cluster Head Selection and In-cluster Selection
Published 2024-10-01“…Additionally, it integrates a spacing operator , a residual energy operator, and a node density operator, all derived from energy consumption metrics, to refine the threshold function. Furthermore, in selecting nodes for cluster inclusion, three criteria are considered: the communication radius of each node, the energy available for allocation by the nodes within the cluster, and the distance between the cluster head and the base station. …”
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CATION SELECTIVITY OF VERTISOLS
Published 2019-10-01“…All relationships between ESR and SAR were significant for each salinity level and when the treatments were handled as a composite data . …”
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Simple Selection Index (SSI) Method in Electric Vehicle Selection for Logistics Companies
Published 2025-09-01“…The main challenge lies in the wide variety of available models, each with different technical and operational specifications. …”
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Analysis and implementation of 3D bandpass frequency selective structure with high frequency selectivity
Published 2017-03-01“…A novel 3D frequency selective structure (FSS), exhibiting bandpass filtering response with high frequency selectivity, is presented. …”
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Chapter 3: Variety Selection
Published 2019-05-01“… Selection of the variety to plant is one of the most important decisions the commercial vegetable grower must make each season. …”
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Chapter 3: Variety Selection
Published 2019-05-01“… Selection of the variety to plant is one of the most important decisions the commercial vegetable grower must make each season. …”
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PROFESSIONALIZATION OF THE JUDICIARY BY RECRUITMENT AND SELECTION
Published 2012-05-01“…Given that the main resource of each judicial system is the human resource, the present study aims to analyze the means of recruitment and selection of magistrates, both from the perspective of the national legislation, as well as from the perspective of the international provisions, identifying all vulnerabilities and directions for improvement.…”
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Improving the efficiency of manuscript selection
Published 2009-06-01“…Manuscript selection, however, has many practical downfalls. There is considerable controversy concerning issues such as whether or not the process should be blind both for authors and reviewers in order to prevent biased selection in relation to country of origin (Budden et al., 2008), sex (Young et al., 2008) or research topic (Michaels, 2008). …”
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Effort drives saccade selection
Published 2025-04-01“…Here, we demonstrate saccade costs to critically drive saccade selection: when choosing between any two saccade directions, the least costly direction was consistently preferred. …”
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Quantifying future Olympic sport selection: a data-driven framework for SDE evaluation and selection
Published 2025-07-01“…Our model employs a scoring and labelling system based on the Analytic Hierarchy Process (AHP), which calculates the relative importance of each factor. Using Principal Component Analysis (PCA) for feature extraction, we apply a k-nearest neighbour (KNN) classifier for further evaluation. …”
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Hierarchy in Structuring of Resource Selection: Understanding Elk Selection Across Space, Time, and Movement Strategies
Published 2025-03-01“…We found variation in strategy frequency within each herd and in selection behavior, highlighting the complexity and context‐dependence of strategy‐specific selection. …”
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