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Global efficiency estimation method of complex network based on fractal property
Published 2020-07-01“…A method of network efficiency estimation based on fractal property was proposed for solving the problems of high complexity and time-consuming calculation of efficiency in large scale networks.Considering the fractal properties of complex network topology,the relationship between network efficiency and node correlation sum was analyzed,and the global network efficiency was estimated by partial nodes.Besides,to rapidly find the fractal properties of complex networks,a fractal property discrimination method based on node correlation sum was proposed.The experimental analysis in the construction network and the real-world network show that the proposed method can accurately and effectively estimate the global efficiency of the network,which reduces the calculation time by at least 90% compared with the original method.…”
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Global efficiency estimation method of complex network based on fractal property
Published 2020-07-01“…A method of network efficiency estimation based on fractal property was proposed for solving the problems of high complexity and time-consuming calculation of efficiency in large scale networks.Considering the fractal properties of complex network topology,the relationship between network efficiency and node correlation sum was analyzed,and the global network efficiency was estimated by partial nodes.Besides,to rapidly find the fractal properties of complex networks,a fractal property discrimination method based on node correlation sum was proposed.The experimental analysis in the construction network and the real-world network show that the proposed method can accurately and effectively estimate the global efficiency of the network,which reduces the calculation time by at least 90% compared with the original method.…”
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Efficient Positive Semidefinite Matrix Approximation by Iterative Optimisations and Gradient Descent Method
Published 2025-02-01Get full text
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Efficient Acoustic Thermometry Method for Power Plant Boilers Based on the LMS Quadratic Cross-Correlation
Published 2025-06-01Get full text
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Methods Used to Assess Bull Sperm Chromatin Integrity and Its Correlation with In Vitro Embryo Production Efficiency
Published 2025-02-01“…This study aimed to identify efficient, low-cost, and easy-to-apply methods for detecting chromatin integrity alterations. …”
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Method of the Joint Clustering in Network and Correlation Spaces
Published 2020-06-01“…As the output, the algorithm produces a set of subgraphs of the graph G so that each subgraph is connected and the rows corresponding to its vertices have a high pairwise correlation. The efficiency of the method is confirmed by an experimental study on the simulated data.…”
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Estimation of Filtration Efficiency – from Simple Correlations to Digital Fluid Dynamics
Published 2017-03-01“…Aerosol filtration in fibrous filters is one of the principal methods of accurate removal of particulate matter from a stream of gas. …”
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Spatial Correlation Network Characteristics of Comprehensive Transportation Green Efficiency in China
Published 2025-04-01“…Accurately characterizing the structural features of the spatial correlation network of comprehensive transportation green efficiency (CTGE) is essential for achieving balanced regional transportation development and eliminating regional disparities. …”
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Efficient Methods for Training and Validation of Odor Sensors
Published 2024-03-01Get full text
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Correlation of Calibration Parameters for HPGe Detector Efficiency Based on Monte Carlo Simulation
Published 2025-03-01“…The study primarily focused on addressing the limitations of current calibration methods by proposing more efficient alternatives. …”
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THE “TECHSUCCESS” RATING AND THE FINANCIAL INDICATORS OF HIGH-TECH BUSINESSES: CORRELATION ANALYSIS
Published 2020-12-01Subjects: “…correlation analysis…”
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Efficient Polarization Demosaicking Via Low-Cost Edge-Aware and Inter-Channel Correlation
Published 2025-01-01“…However, existing methods often struggle to balance speed, accuracy, and complexity. …”
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Efficient Multipath Mitigation in GNSS Using Dynamic Selection and Weighting of Early-Late Correlators
Published 2025-01-01Get full text
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Efficiency Measurement With A Three-Stage Hybrid Method
Published 2018-05-01“…In the method developed by Charnes, Cooper, and Rhodes, the relation between input(s) and output(s) is examined and relative efficiency values are obtained for many decision-making units. …”
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