MOISTURE SAVING METHODS AND TECHNOLOGIES IN ORENBURG AGRICULTURE by N. A. Maksyutov, V. M. Zhdanov, V. Yu. Skorokhodov, Yu. V. Kaftan, D. V. Mitrofanov, N. A. Zenkova, V. N. Zhizhin

“…The article gives a review of published material concerning principal methods of spring moisture accumulation in soil in dry conditions of Orenburg and other regions of the South-East. …”
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An Unsupervised Learning Method for Radio Interferometry Deconvolution by Lei Yu, Bin Liu, Cheng-Jin Jin, Ru-Rong Chen, Hong-Wei Xi, Bo Peng

“…Building on this insight, we develop a deep dictionary (realized through a convolutional neural network), which is designed to be multiresolution and overcomplete, to achieve sparse representation and integrate it within the CS framework. The resulting method is a novel, fully interpretable unsupervised learning approach that combines the mathematical rigor of CS with the expressive power of deep neural networks, effectively bridging the gap between deep learning and classical dictionary methods. …”
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Cystic Fibrosis: New Trends in Therapy Methods by P. A. Suchkova, S. A. Panova, O. Ya. Lisenko, K. P. Raevskij

“…This reduction in viscosity enhances the effectiveness of the antibiotic aztreonam, which is active against the Burkholderia cepacia complex — a group of pathogens, which is often responsible for infl ammation in cystic fi brosis patients.The role of targeted therapy as a factor capable of signifi cantly reducing disease severity was highlighted. …”
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Correction Method for Initial Conditions of Underwater Explosion by Zeyu Jin, Wentao Xu, Caiyu Yin, Zhiyang Lei, Xiangshao Kong

“…The results demonstrate that the proposed correction method effectively compensates for load discrepancies caused by inaccuracies in the JWL equation of state parameters. …”
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Visual explanation method for reversible neural networks by Xinying MU, Bingbing SONG, Fanxiao LI, Yisen ZHENG, Wei ZHOU, Yunyun DONG

“…The issue of model explainability has gained significant attention in understanding the vulnerabilities and anonymous decision-making processes inherent in deep neural networks (DNN).While there has been considerable research on explainability for traditional DNN, there is a lack of exploration on the operation mechanism and explainability of reversible neural networks (RevNN).Additionally, the existing explanation methods for traditional DNN are not suitable for RevNN and suffer from issues such as excessive noise and gradient saturation.To address these limitations, a visual explanation method called visual explanation method for reversible neural network (VERN) was proposed for RevNN.VERN leverages the reversible property of RevNN and is based on the class-activation mapping mechanism.The correspondence between the feature map and the input image was explored by VERN, allowing for the mapping of classification weights of regional feature maps to the corresponding regions of the input image.The importance of each region for model decision-making was revealed through this process, which generates a basis for model decision-making.Experimental comparisons with other explanation methods on generalized datasets demonstrate that VERN achieves a more focused visual effect, surpassing suboptimal methods with up to 7.80% improvement in average drop (AD) metrics and up to 6.05% improvement in average increase (AI) metrics in recognition tasks.VERN also exhibits an 82.00% level of localization for the maximum point of the heat value.Furthermore, VERN can be applied to explain traditional DNN and exhibits good scalability, improving the performance of other methods in explaining RevNN.Furthermore, through adversarial attack analysis experiments, it is observed that adversarial attacks alter the decision basis of the model.This is reflected in the misalignment of the model’s attention regions, thereby aiding in the exploration of the operation mechanism of adversarial attacks.…”
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Adaptive channel decoding method for polar codes by YE Maolin, TAN Xiaoqing, XU Liqing, LÜ Shanxiang

“…The successive cancellation list (SCL) decoding algorithm is the most commonly used decoding method for polar codes, but it has high memory and time complexity. …”
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THE METHOD OF TREATMENT OF GENERALIZED CYTOMEGALOVIRUS INFECTION IN INFANTS by S. S. Kochkina, E. P. Sitnikova

“…Evaluation of the effectiveness of treatment of generalized cytomegalovirus infection (CMVI) in infants with a combination of ganciclovir and VIFERON®.Materials and methods. 52 children of the first months of life were treated with generalized CMV. …”
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Index Method of Evaluating the Performance of Economic Activities by A. Sh. Kamaletdinov, A. A. Ksenofontov

“…Economic and statistical methods, system analysis, as well as general scientific methods of comparison were used. …”
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On the Lanczos Method for Computing Some Matrix Functions by Ying Gu, Hari Mohan Srivastava, Xiaolan Liu

“…Numerical results illustrate the effectiveness of our theoretical results.…”
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Prevention and resolution of constitutional conflicts: concept and methods by Irina A. Tretyak

“…The author describes different groups of conflict resolution methods, it’s types and system. The optimal way to resolve the constitutional conflict is systematic application of the following principles: 1) the legality of measures; 2) priority of human and civil rights and freedoms; 3) ultimo ratio (last resort); 4) proportionality of measures; 5) the effectiveness of measures, aimed at resolving the constitutional conflict. …”
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Sources and methods of phosphorus application in maize cultivation by Idianara Fernanda Pizzatto, Alcir José Modolo, José Ricardo da Rocha Campos, Laércio Ricardo Sartor, Diego Fernando Daniel, Alessandro Bandeira Dalbianco, Rivanildo Dallacort

“…The aim of the present study was to evaluate the effect of different sources of phosphate fertiliser and the depth of application on the development and productivity of maize over two crop seasons. …”
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Method of calculating the pressure on the soil of wheeled tractors by V. Yu. Revenko, A. N. Nazarov, V. I. Skorlyakov

“…Nevertheless, the customer should have access to information about the basic consumer properties and the degree of effectiveness of a particular machine unit. The article provides a computational method for evaluating one of the most important functional indicators of tractors, namely, the level of impact of its wheels on the soil, using limited initial information: technical characteristics and operational documentation of the manufacturer. …”
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DOG: An Object Detection Adversarial Attack Method by Jinpeng Li, Xiaoyu Ji, Wenyuan Xu, Yushi Cheng

“…This study offers new ideas and methods for further exploration of adversarial example generation.…”
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Comparison of the Methods for Diagnosing the Carpal Tunnel Syndrome by Aurimas Dobilinskas, Saulius Knystautas, Kęstutis Braziulis, Irmantas Rutkauskas, Loreta Pilipaitytė

“…Objective. To determine the effectiveness, sensitivity and specificity of instrumental diagnostics methods used to diagnose the carpal tunnel syndrome, and to compare them. …”
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An efficient method for network security situation assessment by Xiaoling Tao, Kaichuan Kong, Feng Zhao, Siyan Cheng, Sufang Wang

“…Finally, extensive experiments are conducted to verify the effectiveness of the proposed method.…”
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PHOTONIC METHODS FOR QUALITY EVALUATION OF SKIN ENGRAFTMENT by V. I. Makarov, E. V. Akhlyustina, D. S. Farrakhova, D. V. Pominova, A. V. Ryabova, V. B. Loschenov

“…In contrast to X-ray CT, MRI and ultrasound, optical methods can be used in monitoring mode. One of the promising directions for improving quality of engraftment due to antibacterial effect, photodynamic therapy, is described in details. …”
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METHODS FOR EARLY DETECTION OF LUNG CANCER (REVIEW) by E. O. Rodionov, S. A. Tuzikov, S. V. Miller, D. E. Kulbakin, V. I. Chernov

“…The use of modern screening methods will significantly improve the effectiveness of early diagnosis and, as a result, cancer treatment. …”
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Method for determining design life of ballastless way by A. Ya. Kogan, A. V. Savin

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An improved GRU method for slope stress prediction by Lichun Bai, Ronghui Zhao, Sen Lin, Zishu Chai, Xuan Wang

“…The preliminary preprocessing of open pit mine slope stress data using VMD can provide high decomposition accuracy and can effectively extract localized features in the stress; The method introduces Dung Beetle Optimization (DBO) to determine the number of hidden neuron layers and the optimal learning rate for the GRU. …”
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Method for Calculating Transients in a Gas Pipeline by A. S. Fikov

“…The solution is based on the widely used method of separation of Fourier variables. In order to simplify the calculations, the original differential equation is transformed in such a way that the boundary conditions acquire the property of homogeneity. …”
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