METHODOLOGY FOR MANAGING SUSTAINABLE ENTERPRISE DEVELOPMENT: DEFINITION AND STRUCTURE by Оксана Ковтун

“… The methodology of activity is a basic feature that determines the entire range of methodological support that can be used to solve a particular scientific or practical problem, i.e., it is the basis for the relevant research results. …”
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Enhancing Predictive Capabilities for Identifying At-Risk Stocks Using Multivariate Time-Series Classification: A Case Study of the Thai Stock Market by Katsamapol Petchpol, Laor Boongasame

“…To address data imbalance, concept drift, and long-term dependencies, the framework integrates feature engineering, cost-sensitive learning, and rolling window training. …”
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Kino obecności – analiza relacji między dokumentem a performance’em na wybranych przykładach by Urszula Tes

“…Oskar Dawicki is a performer, and the protagonist of both a creative documentary and a feature film – this balancing on the borders of film genres and art is the focus of my reflections. …”
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Energy-efficient scheme for target recognition and localization in wireless acoustic sensor networks by Afnan Algobail, Adel Soudani, Saad Alahmadi

“…A reduced set of low-complexity feature extraction methods in the time domain signal are used in the recognition process. …”
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Fault Line Selection Method Based on Transfer Learning Depthwise Separable Convolutional Neural Network by Haixia Zhang, Wenao Cheng

“…The test results show that not only does the proposed method extracts obvious features, but also the line selection accuracy can reach 99.76%. …”
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An Approach Based on Sum Product Networks for Code Smells Detection by Mostefai Abdelkader

“…An empirical study was conducted to assess the effectiveness of the proposed method in detecting ’God Class,’ ’Long Method,’ and ’Feature Envy’ code smells using well-known datasets. …”
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Railway safety monitoring algorithm based on distributed optical fiber vibration sensor by Fuyang CHEN, Bin JIANG, Yu SHA

“…Aiming at the monitoring problem of the human climbing behaviour existing along the railway,a railway safety detection algorithm based on distributed optical fiber vibration sensors was proposed by combining the distributed optical fiber sensing technology and signal analysis technology.The surrounding vibration was sensed and transmitted through the optical cables laid along the fence network of the railway,and then the Internet of things (IoT) connection between the railway and monitoring algorithm was built to realize the intelligent monitoring of the climbing behavior.In view of the complicated surrounding environment of the railway and more interference,the Hamming window and wavelet threshold denoising method were used to filter the signal of each frame to improve the signal-to-noise ratio of the vibration signal.In the selection of features,the power spectrum and short-time over-level rate of the signal were extracted from the time domain and frequency domain respectively as a joint feature to determine whether there was climbing or creeping behavior.Since that the climbing behavior was spatially continuous,the minimum alarm range was set to filter out alarms with a too small range,which improved the accuracy of the monitoring system.…”
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Cooperative play classification in team sports via semi-supervised learning by Ziyi Zhang, Takeda Kazuya, Fujii Keisuke

“…Classifying multi-agent cooperative behavior is a fundamental problem in various scientific and engineering domains. …”
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Predicting Metabolite-Disease Associations Based on Linear Neighborhood Similarity with Improved Bipartite Network Projection Algorithm by Xiujuan Lei, Cheng Zhang

“…Specifically, liner neighborhood similarity matrix about metabolites (diseases) is reconstructed according to the new feature which is gained by the known metabolite-disease associations and relevant integrated similarities. …”
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Meta-path convolution based heterogeneous graph neural network algorithm by QIN Zhilong, DENG Kun, LIU Xingyan

“…Firstly, the feature transformation was used to adaptively adjust the node features. …”
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A new method of semi-supervised learning classification based on multi-mode augmentation in small labeled sample environment by Yuxuan Liu, Chenglin Wen

“…Abstract Semi-supervised learning mitigates the problem of labeled data scarcity by utilizing unlabeled data, but the generalization performance of existing methods usually degrades significantly when the unlabeled data is small in size or poor in quality. …”
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General statement of the challenge of selection of decisions to improve the protection of objects of life support from the population from the impact of air shock wave by Voskoboev V.F., Rybakov A.V., Ivanov E.V.

“…Feature of the considered algorithm is the account of scenarios of application of various means of defeat, constructive features of object of life-support. …”
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LEGAL NATURE OF THE LAW OF ACCESS AND IT’S PROTECTION by Marina Aleksandrovna Klimenko

“…Some ways to solve emerging today practical problems with the implementation and protection of the law of access.…”
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Monetary policy: main modes and transmission mechanism by T. I. Gordiyevich, P. V. Ruzanov

“…Despite the declining price level, inflation remains one of the important problems in the economy. Monetary policy is designed to ensure a stable level of prices in the economy. …”
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Constructing segmentation method for wheat powdery mildew using deep learning by Hecang Zang, Hecang Zang, Congsheng Wang, Qing Zhao, Qing Zhao, Jie Zhang, Jie Zhang, Junmei Wang, Guoqing Zheng, Guoqing Zheng, Guoqiang Li, Guoqiang Li

“…The method combines ResNet and SENet to solve the abovementioned problem. Firstly, the attention mechanism module SENet is introduced into Swin-Unet, which can effectively capture global and local features in images and extract more important information about powdery mildew. …”
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MERGING CLASSIFIER DECISIONS FOR SPEAKER RECOGNITION by Y. N. Imamverdiyev, L. V. Sukhostat

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On the Essence of Religious Extremism by Andrey V. Sigarev

“…The article discusses the concept and features of religious extremism, problems of law enforcement in this area. …”
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Creative Economy of the region by R. Sh. Zakirov

“…Describes the operational orientation Creative culture and problems of its formation.…”
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Coworking as a flexible form of organization of the working space of the company by I. A. Vladimirov

“…The practice of coworking application in the Russian organization and the problems arising during its implementation are analyzed. …”
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IMPLEMENTATION AND COMPARISON IN USING STATE PATTERN ON MAIN CHARACTER MOVEMENT (CASE STUDY : POCONG JUMP VIDEO GAME VERSION 1.0) by Sanriomi Sintaro, Deiby Tineke Salaky, Luther Alexander Latumakulita, Mahardika Inra Takaendengan, Bernard Bernard, Ade Surahman, Noorul Islam

“…Game development success is often hard to achieve due to various problems such as performance issues, malfunctioning features, and poorly organized program structure. …”
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