Proceedings of the 6th International Conference on Future Networks & Distributed Systems最新文献_第5页

IMPROVING THE METHOD OF ASSESSING THE LEVEL OF ECONOMIC SECURITY OF INDUSTRIAL ENTERPRISES UNDER THE TRANSFORMATION OF THE DIGITAL ECONOMY 改进数字经济转型下工业企业经济安全水平评估方法

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584253

K. Uktamov

引用次数: 0

A Layered Taxonomy of Internet of Things Attacks 物联网攻击的分层分类法

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584297

Farag Azzedin, Ibraheem Alhejri

引用次数: 0

PROSPECTS FOR THE USE OF NEURAL NETWORK MODELS IN THE PREVENTION OF POSSIBLE NETWORK ATTACKS ON MODERN BANKING INFORMATION SYSTEMS BASED ON BLOCKCHAIN TECHNOLOGY IN THE CONTEXT OF THE DIGITAL ECONOMY 在数字经济背景下，利用神经网络模型预防基于区块链技术的现代银行信息系统可能遭受的网络攻击的前景

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584291

Kuvonchbek Rakhimberdiev, Akram Ishnazarov, Piratdin Allayarov, Fayzulla Ollamberganov, R. Kamalov, M. Matyakubova

引用次数: 1

THE IMPACT OF FINANCIAL DEVELOPMENT AND UNEMPLOYMENT ON POVERTY RATE IN THE CONTEXT OF DIGITAL ECONOMY IN UZBEKISTAN 数字经济背景下乌兹别克斯坦金融发展和失业对贫困率的影响

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584306

Aziza Usmanova

引用次数: 0

DIGITIZATION MEASURES IN THE REGULATION OF LABOR MIGRATION PROCESSES IN UZBEKISTAN 乌兹别克斯坦劳动力迁移过程监管中的数字化措施

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584250

B. Islamov, Zulaykho Kadirova, Sulkhiya Gazieva

{"title":"DIGITIZATION MEASURES IN THE REGULATION OF LABOR MIGRATION PROCESSES IN UZBEKISTAN","authors":"B. Islamov, Zulaykho Kadirova, Sulkhiya Gazieva","doi":"10.1145/3584202.3584250","DOIUrl":"https://doi.org/10.1145/3584202.3584250","url":null,"abstract":"Modern Uzbekistan has favorable conditions for using digitization opportunities to support labor migrants. In particular, the number of mobile communication subscribers has increased by almost 3 million in the last three years. Processes related to the implementation of temporary labor activities of citizens of the Republic of Uzbekistan abroad, including vocational training and retraining and improvement of skills. Furthermore, receiving financial support measures, providing legal and social support, and foreign employers monitoring information on labor contracts promote regulation of labor migration processes abroad. Current research denotes the digitalization process's influence on labor migrant work performance. For data collection, it was asked 454 personally abroad 20 questions. As observed variables are classified into 14 binary variables, 3 categorical variables, and 3 numerical variables. In the process of econometric analysis, we used the multifactor linear regression model, SEM, and Confirmatory Factor Analysis. Results obtained in STATA 15.0 software. The adequacy of the OLS regression results was not so robust. There we tested our hypothesis in the SEM model which was quietly statistically significant in p<0.05 level. Among variables, there are four Latent unobserved variables generalized. According to the PCA, it was found that caused by 0.18-unit Digital technology (L2), 0.30-unit Income from migration (L3), and 0.092-unit Labor migrants (L3) Migration regulation (L1). According to the Pearson pairwise correlation test Digital technology (L2) and Labor migrants (L3) 18 percent relationship in p<0.05 level is statistically significant and 19 percent with significance level. According to the Cronbach-Alpha test, the reliability of the model is 31 percent and the coefficient of determination is 52 percent.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"72 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"124106298","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

ECONOMETRIC ANALYSIS OF FACTORS AFFECTING ECONOMIC STABILITY OF CHEMICAL INDUSTRY ENTERPRISES IN DIGITAL ERA: IN CASE OF UZBEKISTAN 数字时代影响化工企业经济稳定性因素的计量经济分析——以乌兹别克斯坦为例

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584274

A. Burkhanov, B. Tursunov, K. Uktamov, Bunyod Usmonov

{"title":"ECONOMETRIC ANALYSIS OF FACTORS AFFECTING ECONOMIC STABILITY OF CHEMICAL INDUSTRY ENTERPRISES IN DIGITAL ERA: IN CASE OF UZBEKISTAN","authors":"A. Burkhanov, B. Tursunov, K. Uktamov, Bunyod Usmonov","doi":"10.1145/3584202.3584274","DOIUrl":"https://doi.org/10.1145/3584202.3584274","url":null,"abstract":"In this article, the econometric analysis of the factors affecting the economic stability of chemical industry enterprises in Uzbekistan was carried out, and the authors developed scientific and practical proposals for ensuring the economic stability of chemical industry enterprises. In the scientific works of foreign and domestic researchers, insufficient attention has been paid to the study of the practice of ensuring the economic sustainability of chemical industry enterprises. Therefore, a deeper study of the practice of ensuring the economic stability of the enterprises of the kimchi industry, which is considered one of the strategic branches of the economy, is one of the urgent issues. In this study, the development of the chemical industry was taken as the main criterion in the study of the financial and economic stability of the chemical industry enterprises operating in our country. Also, the volume of products produced in this sector was taken as an indicator of the development of the chemical industry. Therefore, in the study, an econometric model was developed to determine the factors affecting the chemical industry and express their interrelationship. Based on the conducted econometric analysis, the directions of development in our country were determined: consistent continuation of investments in the chemical industry in the country; further development of export of chemical industry products; further expansion of communication and information services in the country and digitization of the network. According to the authors, it is necessary to choose these directions in order to ensure the economic stability of chemical industry enterprises in our country.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"150 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"122764159","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

THE LEVEL OF ECONOMIC SECURITY OF KASHKADARYA REGION AND THE METHODOLOGY OF ITS ASSESSMENT 喀什卡达里亚地区经济安全水平及其评估方法

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584273

Akhmetjon Atajanovich Mamatov, G. Berdiyev, Mamajan Ahmadjonovich Mamatov

引用次数: 0

Application of boruta feature selection in enhancing financial distress prediction performance of hybrid MLP_GA boruta特征选择在提高混合MLP_GA财务困境预测性能中的应用

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584298

A. Khedr, M. Bannany, Sakeena Kanakkayil, Maqsudjon Yuldashev

{"title":"Application of boruta feature selection in enhancing financial distress prediction performance of hybrid MLP_GA","authors":"A. Khedr, M. Bannany, Sakeena Kanakkayil, Maqsudjon Yuldashev","doi":"10.1145/3584202.3584298","DOIUrl":"https://doi.org/10.1145/3584202.3584298","url":null,"abstract":"Financial distress prediction (FDP) has been a subject of extensive and ongoing research because of its significance in both internal and external components of enterprises including investors and creditors. Financial institutions must to be able to foresee financial difficulty in order to allow them for evaluating the financial health of businesses and individuals. Data pre-processing techniques have been found to increase the efficacy of prediction models, and many research consider feature selection as a pre-processing step before creating the models. The creation of efficient feature selection algorithms is one of the main challenges facing FDP. In this study, we present a hybrid methodology for predicting financial distress using a Multi-Layer Perceptron and Genetic Algorithm (MLP_GA) model with boruta automated feature selection. The proposed model is designed on genetic algorithm- based tuning of the crucial MLP hyperparameters, including Network depth, Dense layer activation function, Network width, and Network optimizer for a reliable prediction. This paper investigates how boruta algorithm based feature selection method improve the accuracy of our MLP_GA algorithm. We access the FDP performance utilizing samples of enterprises based in MENA area. Resampling with k-fold evaluation metrics is employed in the experiments. The experimental results indicate that the adoption of the boruta automated feature selection method has significantly enhanced the prediction performance and accuracy of the FDP model.","PeriodicalId":438341,"journal":{"name":"Proceedings of the 6th International Conference on Future Networks & Distributed Systems","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2022-12-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129716163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 1

WAYS TO ENSURE SUSTAINABLE GROWTH OF COMMERCIAL BANKS' LOANS IN THE PERIOD OF DIGITALIZATION 数字化时代商业银行贷款可持续增长的途径

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584269

A. Ismailov

引用次数: 0

ARTIFICIAL INTELLIGENCE AS A TECHNOLOGICAL INNOVATION FOR ECONOMIC DEVELOPMENT OF THE REPUBLIC OF UZBEKISTAN 人工智能作为乌兹别克斯坦共和国经济发展的技术创新

Proceedings of the 6th International Conference on Future Networks & Distributed Systems Pub Date : 2022-12-15 DOI: 10.1145/3584202.3584245

A. Kobilov, Odiljon Rikhsimboev, M. Abdulakhatov, Sherzod Rajabov

引用次数: 0