PM_2.5 Concentration Prediction in the Beijing–Tianjin–Hebei Region Based on ERA5 Stratified PWV and Atmospheric Pollutants by Jun Shang, Peixuan Zhang, Yong Wang, Yanping Liu, Hongsheng Wang, Suo Li

“…This process mitigates the problem of spatio-temporal heterogeneity among elements, thus, realizing the high-precision prediction of gridded PM_2.5 concentration in the next 24 h. …”
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Seleksi Fitur dengan Particle Swarm Optimization pada Klasifikasi Penyakit Parkinson Menggunakan XGBoost by Deni Kurnia, Muhammad Itqan Mazdadi, Dwi Kartini, Radityo Adi Nugroho, Friska Abadi

“…The model with feature selection gets an AUC value of 0.9483, while the model without feature selection only gets an AUC value of 0.9366. …”
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The phenomenon of therapeutic resistance in the treatment of schizophrenia: the possibilities of modern diagnostics and methods of anti-resistant effects by V. V. Stanovaya, Z. T. Guseynova, M. V. Ivanov, E. V. Bigday

“…Therapy-resistant schizophrenia is a serious clinical problem, since patients with such manifestations often feel the need for repeated hospitalizations, have more pronounced violations of social and professional functioning. …”
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Peculiarities of application of the resources of the Moscow Electronic School platform for the formation of language competence of the students of non-linguistic specialties by Tatyana V. Masharova, Ekaterina K. Starkova, Ivan V. Shunin, Anna S. Pastukhova

“…Problem statement. The modernization of current foreign language training of students necessitates the active usage of digital technologies that simultaneously ensure the development of lexical, grammatical and phonetic skills. …”
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Identifying the Latitude and Longitude of ATMs in ATM Networks by Niloofar Haghjoo, Mohammad rahmati, Ali Zare Mirakabad

“…This stage also includes a time-space distance finding module, which has two steps in its procedure: finding co-located ATMs and then clustering them. Distance-based features are assigned to edges because they reflect the similarity level between the pair of ATMs, nodes connected by edges. …”
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Time Series Remote Sensing Image Classification with a Data-Driven Active Deep Learning Approach by Gaoliang Xie, Peng Liu, Zugang Chen, Lajiao Chen, Yan Ma, Lingjun Zhao

“…In this paper, we propose a data-driven active deep learning framework for TSRSI classification to address the problem of limited labeled time series samples. First, a temporal classifier for TSRSI classification tasks is designed. …”
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Psychological Peculiarities of Understanding by Students Internet Texts by Сергій Максименко, Олена Немеш, Ксенія Максименко, Олександр Набочук

“…The following scientific methods were used as the basis of the research: holistic analysis of the text, problem-thematic analysis, also comparative analysis. …”
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Üld- ja oskuskeele keerdkäikudest kriisiuudiste valgel by Reet Hendrikson

“…What are the defining features of language in these reports, and how is specialised language integrated and simplified? …”
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Landslide susceptibility assessment in Western Henan Province based on a comparison of conventional and ensemble machine learning by Wen-geng Cao, Yu Fu, Qiu-yao Dong, Hai-gang Wang, Yu Ren, Ze-yan Li, Yue-ying Du

“…After analysis and comparison, the XGBoost model (AUC 0.8759) performed the best and was suitable for dealing with regression problems. The model had a high adaptability to landslide data. …”
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KÜRESELLEŞME VE ÇAĞDAŞ SANAT by İsmail Erim Gülaçtı, Atiye Güner

“…The study was carried out using literature review model in theframework of the identified problem.Keywords: Globalization, Dimensionsof globalization,Contemporary art, Culture industry,Curator…”
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THE SELF-GOVERNMENT PARADIGM IN THE FORMATION AND FUNCTIONING OF THE DEMOCRATIC RULE-OF-LAW STATE: DETERMINING THE CONTENT, ROLE AND MEANING by Mykhaylo O. Baymuratov, Воris Ya. Kofman

“…The article is devoted to the scientific and theoretical substantiation of the problem of determining the content, role and significance of the self-governing paradigm in the formation and functioning of a democratic legal statehood. …”
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METHOD FOR ASSESSING THE READINESS OF HIGH-TECH PRODUCTS FOR INDUSTRIAL PRODUCTION by A. M. Batkovskiy, A. V. Leonov, A. Yu. Pronin

“…A method is proposed for assessing the readiness of high-tech products for industrial production, including all its stages: from the formation of the conceptual technological scheme of the product to the calculation of the level of production and technological readiness. An important feature of the developed method is the use of a mathematical apparatus, including the classical method of expert evaluations, taking into account the author's version of its modification in relation to the problem under consideration.Results. …”
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Algorithms Facilitating the Observation of Urban Residential Vacancy Rates: Technologies, Challenges and Breakthroughs by Binglin Liu, Weijia Zeng, Weijiang Liu, Yi Peng, Nini Yao

“…The multi-source data fusion algorithm should not only have the ability of intelligent feature extraction and related analysis, but also deal with the uncertainty and redundancy of data to adapt to the dynamic needs of urban development. …”
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Evolution and model prediction of mechanical ventilation temperature field in high-geotemperature tunnels: Experimental analysis and machine learning by Feng Huang, Song Wang, Shuping Jiang, Dong Yang, Zheng Hu, Aichen Zheng

“…Some problems remain in the mechanical-ventilation cooling of high-geotemperature tunnels, such as the lack of a basis for ventilation parameter design and unclear cooling effect. …”
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Antimicrobial Activity of Polyphenolic Compounds by V. G. Luzhanin, A. K. Whaley, A. O. Ponkratova, V. V. Novikova, E. A. Bezverkhniaia

“…The study of the antimicrobial activity of compounds of these classes is an urgent problem for finding potential agents for combating MDR.Aim. …”
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Preparation of PET matrix gradient composite fiber membrane for coal mine and Study on the dust filtration-moisture permeability by Gang ZHOU, Zhuo XU, Liwei JIANG, Guanshuang CHEN, Yunlong MA, Rulin LIU, Yongmei WANG

“…Meanwhile, the wettable diversion layers were added to construct the gradient polyethylene terephthalate (PET) based composite fibrous filter media, which might solve the difficult problems of preparation, poor skin affinity and insufficient comfort. …”
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WEB SERVICE OF WORKS PLANNING USING NETWORK GRAPH by Інна Грод, Надія Балик, Ярослав Василенко, Сергій Мартинюк, Василь Олексюк, Ольга Барна

“…A brief description of the functionality and user interface of the proposed web application is provided. Conclusions. A feature of the created application is the solution to the problem of planning the implementation of complex works, involving network models, which simplifies the understanding of the model as a whole and provides optimization of the developed graph-based on mathematical methods. …”
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Guest Editorial-SOLUTIONS OF CHILDHOOD OBESITY-AND-MALNUTRITION by Syed Arif Kamal

“…After 2007, Phase II would appear with grave medical conditions as type-II diabetes, fatty lever and a number of psychosocial problems. In Phase III, the situation would, further, deteriorate and life-threatening diseases, like coronary heart disease, kidney failure and many more would increase mortality rate and shorten life expectancy of population of the United States. …”
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A Mobile Health App Informed by the Multi-Process Action Control Framework to Promote Physical Activity Among Inactive Adults: Iterative Usability Study by Heather Hollman, Wuyou Sui, Haowei Zhang, Ryan E Rhodes

“…The app was easy to navigate (9/13, 69%); however, some errors were identified, such as PA monitoring connection problems, broken links, and difficulties entering and modifying data. …”
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Perancangan dan Implementasi Sistem Informasi Deteksi Kesesuaian Pemanfaatan Ruang Berbasis Web dengan Fitur Geo-Intersection Pada POSTGIS by Issa Arwani, Widhy Hayuhardhika Nugraha Putra, Ghazian Hamdi, Tsania Dzulkarnain

“…The test value shows that the built application has no usability problems and is acceptable to the user.  …”
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