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4161
NEW METHOD OF PRODUCTION OF ALUNINUM SILICON ALLOYS
Published 2015-11-01“…Practical ways to implement the new method were proposed on the example of industrial alloys prepared on charge synthetic alloy. …”
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Article -
4162
Method of unknown protocol classification based on autoencoder
Published 2020-06-01“…Aiming at the problem that a large number of unknown protocols exist in the Internet,which makes it very difficult to manage and maintain the network security,a classification and identification method of unknown protocols was proposed.Combined with the autoencoder technology and the improved K-means clustering technology,the unknown protocol was classified and identified for the network traffic.The autoencoder was used to reduce dimensionality and select features of network traffic,clustering technology was used to classify the dimensionality reduction data unsupervised,and finally unsupervised recognition and classification of network traffic were realized.Experimental results show that the classification effect is better than the traditional K-means,DBSCAN,GMM algorithm,and has higher efficiency.…”
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Article -
4163
Study on the Identification Method of Gear Spalling Fault
Published 2019-08-01“…Agreement between the results of the dynamic model and the experimental results validates the effectiveness of the generated adaptive wavelet method which is used to analyze the spalling defect. …”
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Article -
4164
The blow-up method applied to monodromic singularities
Published 2024-01-01“…The blow-up method proves its effectiveness to characterize the integrability of the resonant saddles giving the necessary conditions to have formal integrability and the sufficiency doing the resolution of the associated recurrence differential equation using induction. …”
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Article -
4165
Method of unknown protocol classification based on autoencoder
Published 2020-06-01“…Aiming at the problem that a large number of unknown protocols exist in the Internet,which makes it very difficult to manage and maintain the network security,a classification and identification method of unknown protocols was proposed.Combined with the autoencoder technology and the improved K-means clustering technology,the unknown protocol was classified and identified for the network traffic.The autoencoder was used to reduce dimensionality and select features of network traffic,clustering technology was used to classify the dimensionality reduction data unsupervised,and finally unsupervised recognition and classification of network traffic were realized.Experimental results show that the classification effect is better than the traditional K-means,DBSCAN,GMM algorithm,and has higher efficiency.…”
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Article -
4166
Study on the multistage iterative rank-reduced method
Published 2007-01-01“…On the background of joint space-time anti-jammer processing for GPS receiver,multistage Wiener filter-ing(MWF)algorithm and auxiliary vector filtering(AVF)algorithm was deeply analyzed as two typical multistage itera-tive rank-reduced method in this article and their immanent relationship was pointed out.A new algorithm was proposed which has a forward recursion on the data level and a backward iterative.Compared with MWF and AVF,the proposed algorithm has a better performance,reduces the computation complexity and selects the filter rank more easily.It suits with practical realization of joint space-time anti-jammer processing for GPS receiver.Numerical simulation demon-strates that the proposed method is effect and efficient.…”
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Article -
4167
Retrospection methods in translator training and translation research
Published 2006-01-01“…The methods were tested and compared in terms of their applicability, their influence on the number of problems and decisions mentioned by the subjects, the amount of information each of them provides, their long-term effect on trainees, as well as their general value for translator training and translation research. …”
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Article -
4168
EDUCATIONAL COURCES MODERNIZATION: METHOD OF EFFICENCY EVALUATION
Published 2017-09-01“…The article presents the methodological and methodical foundations of research on the current state of adaptation of the educational programs in higher education institutions to modern requirements of scientific and technical progress. …”
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4169
Comparison of Weibull Estimation Methods for Diverse Winds
Published 2020-01-01“…In this study, data from a 101 m meteorological mast were used to test several estimation methods. The available data display seasonal variations, with low wind speeds in different seasons and effects of a moderately complex surrounding. …”
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4170
AN ANALYSIS ON MODERN METHODS OF POPULATION AND HOUSING CENSUSES
Published 2019-01-01“…Though the traditional method of census was the stepping stone for framingnecessary definitions and nomenclatures of various aspects in census taking, the requirement for data on frequent intervals and upto date is effectively driving the countries towards register based or virtual censuses that could deliver actionable data at desired interval and granularity.This paper is focused on the census methods and its evaluation through last two centuries across the world with specific focus on Census of India. …”
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4171
SADDLE POINT VARIATIONAL METHOD FOR DIRAC CONFINEMENT
Published 2001-09-01“…A saddle point variational (SPV ) method was applied to the Dirac equation as an example of a fully relativistic equation with both negative and positive energy solutions. …”
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Article -
4172
Study on the multistage iterative rank-reduced method
Published 2007-01-01“…On the background of joint space-time anti-jammer processing for GPS receiver,multistage Wiener filter-ing(MWF)algorithm and auxiliary vector filtering(AVF)algorithm was deeply analyzed as two typical multistage itera-tive rank-reduced method in this article and their immanent relationship was pointed out.A new algorithm was proposed which has a forward recursion on the data level and a backward iterative.Compared with MWF and AVF,the proposed algorithm has a better performance,reduces the computation complexity and selects the filter rank more easily.It suits with practical realization of joint space-time anti-jammer processing for GPS receiver.Numerical simulation demon-strates that the proposed method is effect and efficient.…”
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Article -
4173
Parametric Method For Evaluating Optimal Ship Deadweight
Published 2014-04-01“…The paper presents a method of choosing the optimal value of the cargo ships deadweight. …”
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Article -
4174
Test method for static parameter of unipolar ADC
Published 2024-02-01“…According to the test requirements, the test excitation amplitude that meets the requirements is selected to verify the effectiveness of the normalized scheme.The experimental results show that normalization reduces the influence of sinusoidal amplitude change on the code density histogram method and improves the stability of the code density histogram method.…”
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4175
Methods for Designing High-Precision Relaxation Oscillator
Published 2025-03-01“…These methods effectively reduce the impacts of comparator delay time, offset voltage, and temperature-induced variations in resistors. …”
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4176
Comparison of interpolation methods for raster images scaling
Published 2017-03-01“…We consider some negative effects, related with scaling of raster images. Besides, we consider an analysis of several methods that are used to increase sizes of ras-ter images. …”
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4177
An optimized method for counting dopaminergic neurons in zebrafish.
Published 2017-01-01“…In summary, this method will serve as an important tool for the appropriate evaluation and establishment of fish PD models.…”
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4178
Image cluster algorithm of hybrid encoding method
Published 2017-02-01“…In the clustering analysis based on swarm intelligence optimization algorithm,the most of encoding method only used single form,and this method might be limit range of search space,the algorithm was easy to fall into local op-timum.In order to solve this problem,image clustering algorithm of hybrid encoding (HEICA) was proposed.Firstly,a hybrid encoding model based on image clustering was established,this method could expand the scope of the search space.Meanwhile,it was combined with two optimization algorithms which improved rain forest algorithm (IRFA) and quantum particle swarm optimization (QPSO),this method could improve the global search capability.In the simulation experiment,it was carried out to illustrate the performance of the proposed method based on four datasets.Compared with results form four measured cluster algorithm.The experimental results show that the algorithm has strong global search capability,high stability and clustering effect.…”
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Article -
4179
Training entrepreneurs in flexible project management methods
Published 2024-04-01“…The purpose of this article is an analytical review of Russian practices of teaching flexible project management methods on educational platforms. A wide overview of training courses on Russian educational platforms is presented, their effectiveness and relevance for the development of entrepreneurial competencies are analyzed. …”
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4180
Thermodynamic correction of numerical diffusion in WCSPH method
Published 2015-01-01“…<p>The SPH method has been used successfully for the numerical simulation of hydrodynamic flows. …”
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