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Yulia Shichkina and Muon Ha
In this article, we describe a new formalized method for constructing the NoSQL document database of MongoDB, taking into account the structure of queries planned for execution to the database. The method is based on set theory. The initial data are the ...
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Buqiao Fan, Xun?an Zhang, Yanjie Xiao, Mustapha Abdulhadi, Xinwei Wang and Muhammad Moman Shahzad
The mega-sub controlled structure system with laminate rubber bearings is an emerging seismic control system for high-rise buildings. The system is high-order statically indeterminate with numerous failure modes. To study the failure modes of the structu...
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Nari Kim, Kyung-Ja Ha, No-Wook Park, Jaeil Cho, Sungwook Hong and Yang-Won Lee
This paper compares different artificial intelligence (AI) models in order to develop the best crop yield prediction model for the Midwestern United States (US). Through experiments to examine the effects of phenology using three different periods, we se...
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Hossein Moayedi, Dieu Tien Bui, Mesut Gör, Biswajeet Pradhan and Abolfazl Jaafari
In this paper, a neuro particle-based optimization of the artificial neural network (ANN) is investigated for slope stability calculation. The results are also compared to another artificial intelligence technique of a conventional ANN and adaptive neuro...
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Yuyang Liu, Bo Feng and Yu Yao
With the intensification of water pollution problems worldwide, constructed wetlands, as a green, efficient, and energy-saving wastewater treatment technology, have gradually attracted the wide attention of scholars at home and abroad. In order to better...
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Zhiqiong Wang, Zican Lin, Shuo Li, Yibo Wang, Weiying Zhong, Xinlei Wang and Junchang Xin
Alzheimer?s disease (AD) is a progressive, irreversible neurodegenerative disorder that requires early diagnosis for timely treatment. Functional magnetic resonance imaging (fMRI) is a non-invasive neuroimaging technique for detecting brain activity. To ...
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Konstantinos Filippou, George Aifantis, George A. Papakostas and George E. Tsekouras
In this paper, we built an automated machine learning (AutoML) pipeline for structure-based learning and hyperparameter optimization purposes. The pipeline consists of three main automated stages. The first carries out the collection and preprocessing of...
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Juan Yang, Xingwang Bao and Zhangang Yang
Accurate identification of electrical load working status can provide information support to the remote electrical distribution system (EDS) of more electric aircraft (MEA), which could use it to realize redundant switching and protection. This paper pre...
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Mattia D?Emidio
Computing shortest-path distances is a fundamental primitive in the context of graph data mining, since this kind of information is essential in a broad range of prominent applications, which include social network analysis, data routing, web search opti...
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Alexey V. Sulimov,Danil C. Kutov,Anna S. Taschilova,Ivan S. Ilin,Nadezhda V. Stolpovskaya,Khidmet S. Shikhaliev,Vladimir B. Sulimov
Two stages virtual screening of a database containing several thousand low molecular weight organic compounds is performed with the goal to find inhibitors of SARS-CoV-2 main protease. Overall near 41000 different 3D molecular structures have been genera...
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Alexey V. Sulimov,Danil C. Kutov,Anna S. Taschilova,Ivan S. Ilin,Nadezhda V. Stolpovskaya,Khidmet S. Shikhaliev,Vladimir B. Sulimov
Two stages virtual screening of a database containing several thousand low molecular weight organic compounds is performed with the goal to find inhibitors of SARS-CoV-2 main protease. Overall near 41000 different 3D molecular structures have been genera...
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Oleh Zachko, Dmytro Kobylkin, Oleh Kovalchuk
Pág. 85 - 91
The subjects of the research are models and methods of optimization and automation of personnel selection in safety-oriented systems with their further formation into project teams on the example of civil protection service, law enforcement agencies of n...
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Oleh Zachko, Dmytro Kobylkin, Oleh Kovalchuk
Pág. 85 - 91
The subjects of the research are models and methods of optimization and automation of personnel selection in safety-oriented systems with their further formation into project teams on the example of civil protection service, law enforcement agencies of n...
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Shuangxi Miao, Chengqi Cheng, Weixin Zhai, Fuhu Ren, Bo Zhang, Shuang Li, Junxiao Zhang and Huangchuang Zhang
Flight conflict detection is fundamental to flight dispatch, trajectory planning, and flight safety control. An ever-increasing aircraft population and higher speeds, particularly the emergence of hypersonic/supersonic aircrafts, are challenging the time...
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Slamet Sudaryanto Nurhendratno,sudaryanto sudaryanto
Pág. 162 - 167
Data integration is an important step in integrating information from multiple sources. The problem is how to find and combine data from scattered data sources that are heterogeneous and have semantically informant interconnections optimally. The h...
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