A Semi-Supervised Deep Network Embedding Approach Based on the Neighborhood Structure by Wenmao Wu, Zhizhou Yu, Jieyue He

“…Network embedding is a very important task to represent the high-dimensional network in a low-dimensional vector space, which aims to capture and preserve the network structure. Most existing network embedding methods are based on shallow models. …”
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RSM-, ANN-, and GA-Based Process Optimization for Acid Centrifugation Treatment of Cane Molasses Toward Mitigating Calcium Oxide Fouling in Ethanol Plant Heat Exchanger by Lata Deso Abo, Sintayehu Mekuria Hailegiorgis, Mani Jayakumar, Sundramurthy Venkatesa Prabhu, Gadissa Tokuma Gindaba, Abas Siraj Hamda, B. S. Naveen Prasad

“…However, the genetic algorithm (GA) optimization resulted in an actual CaO reduction of 66.21 wt.% with a t-test value of 0.497726.…”
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El Papel de las Mutaciones Genéticas en la Etiología y Severidad de las Cardiopatías Congénitas en Neonatos by Milen M. Mendoza Angeles, Claudia Nelly Orozco González

“…Aunque se desconoce la causa exacta, se reconoce el papel de mutaciones genéticas. La investigación actual busca entender cómo estas mutaciones afectan la severidad de las malformaciones cardiacas en neonatos. …”
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Preparation of Superhydrophobic Multiscale Films for Oil-Water Separation in a Harsh Environment by Depeng Li, Jinyang Fan, Jie Chen, Deyi Jiang

“…It was equally observed that the studied materials could be better adapted to the actual context of salt cavern reservoir construction and thus have great application prospects.…”
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EFFECT OF THE FILL VENTILATION WINDOW ON PERFORMANCE OF A NATURAL DRAFT COOLING TOWER SUBJECTED TO CROSS-WINDS by K. V. Dobrego

“…Heat transfer coefficient for the fill and its hydrodynamic resistance were defined by using actual data on total flow rate in the cooling tower. …”
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Environmental impact assessment of Sadr Double - Deck Highways on the context of residential neighborhoods around by ahmad zanganeh, tajedin karami, roghayeh yadolahisaber

“…Assessment is one of the important methods in analyzing the accomplishment of Sustainable development and as one of the necessities of planning can identify potential and actual environmental effect that is emerged as a result of the construction and development and provides logical options to solve them.  …”
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Un análisis geográfico para prevenir el conflicto: Moldavia, foco de tensión geopolítica by Miguel Borja Bernabé-Crespo

“…Se completa con información actual y contextualizada respecto de las elecciones de 2020. …”
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Research on Optimization Technology of Minimum Specific Fuel Consumption for Triple-Bypass Variable Cycle Engine by Haonan Guo, Yuhua Zhang, Bing Yu

“…The contribution of each control variable to the engine’s specific fuel consumption was computed using the PSM and, at the same time, due to the linear characteristics of the PSM, it was easy to deal with various constrained linear optimization problems, and the steady-state points with the smallest specific fuel consumption under the constraints could be obtained through the linear optimization algorithm; however, the surge margin and pre-turbine temperature of the optimized point were limited in the optimization process, the method of direct switching inevitably brought the problem of overshoot of the controlled quantity, and the actual controlled quantity could still exceed the safe operation boundary of the engine in the process of change. …”
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A Study of an Anomaly Detection System for Small Hydropower Data considering Multivariate Time Series by Bo Yang, Zhongliang Lyu, Hua Wei

“…This paper can detect anomalous data more accurately, and the system is more stable and reliable in a cluster detection environment. The actual operation has shown that compared with existing anomaly detection systems, the architecture and algorithms proposed in this paper can detect anomalous data more accurately, and the system is more stable and reliable in the small hydropower cluster detection environment. …”
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Application of BPNN Optimized by Fireworks Algorithm on Structural Bearing Capacity Analysis of Transmission Tower under Icing Conditions by Jian Guo, Wu Guo

“…Through the analysis and calculation of the measured data of the transmission tower in a certain area, and the comparative study with the traditional BPNN and the BPNN optimized by other common algorithms, the analysis and calculation results of the FWA-BPNN model used in this paper are closer to the actual value, the multiple indicators are more superior, and the model is more stable, which can realize the rapid and accurate analysis of the axial stress of tower members and maximum displacement between member nodes of the transmission tower under the icing condition.…”
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The impact of public hearings on decision making on the merger of municipalities in the Moscow region by E. P. Shitova

“…The purpose of this article is to determine the actual influence of citizens, their opinions, suggestions made by them, the expression of consent or disagreement on the issue being considered at the hearing on the final decision. …”
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Highway Traffic Speed Prediction in Rainy Environment Based on APSO-GRU by Dongqing Han, Xin Yang, Guang Li, Shuangyin Wang, Zhen Wang, Jiandong Zhao

“…Then, a GRU-based traffic flow speed prediction model in rainy environment is proposed, and the actual road sections under different rainfall scenarios were verified. …”
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Swedish version of the Pregnancy Physical Activity Questionnaire (PPAQ-SWE), translation and cultural adaptation by Annika Svahn Ekdahl, Viana Mikkelsen, Heléna Frenell, Qarin Lood, Theresa Westgård, Joanne M. Fuller, Andrea Mikkelsen, Annelie Gutke

“…To provide such advice, assessment of the actual level of physical activity is necessary, but there are currently no standardized methods for this. …”
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The legal nature of taking actions in the property interests of another person without his authorization by Pitsyk K.

“…Results: In the research process, it was recognized that a person who commits actions for the benefit of another person’s property without his consent is a non-contractual obligation arising on the basis of legal and/or actual actions committed by a person in conditions where there is a risk of negative property consequences and it is impossible obtain the consent of the interested party, including an obligation to reimburse that person for expenses incurred. …”
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El mercado de trabajo argentino desde mediados de los años noventa en el contexto de las particularidades de su ciclo económico by Agustín Arakaki, Juan M. Graña, Damián Kennedy

“…Dicho deterioro se realizó a partir de una creciente diferenciación en las condiciones de reproducción de la fuerza de trabajo, lo cual tiene su correlato en la marcada fragmentación que caracteriza a la sociedad argentina actual vis-à-vis aquella de comienzos de la década de los setenta, que se destacaba en el panorama regional.JEL: J01, J31, J42…”
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College Students’ Mental Health Education Consulting Management System Design Based on Big Data Algorithms by Xuezhen Song

“…Considering the increasing number of psychological problems among students, education on students’ mental health has become particularly important, which has become an important part of students’ work. Looking at the actual case of higher education, the development of students’ mental health education is very unbalanced, and there are vague understandings and deviations in practice. …”
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Hematopoietic Stem Cell Transplantation: A Bioethical Lens by Arcangelo Liso, Margherita Neri, Francesca Maglietta, Raffaele La Russa, Emanuela Turillazzi

“…The social and economic concerns of HSCT are discussed within the actual contextual framework of the dramatic increase in healthcare costs and inequalities in healthcare in relation to socioeconomic status, educational status, and ethnicity.…”
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Research on Mandatory Lane-Changing Behavior in Highway Weaving Sections by Wei Hao, Zhaolei Zhang, Zhibo Gao, Kefu Yi, Li Liu, Jie Wang

“…Through the NGSIM data verification, the lane-changing analysis models can objectively describe the vehicle lane-changing characteristics in the actual scenarios. Compared with the traditional lane-changing model, the proposed models are more interpretable and in line with the driving intention. …”
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Multivariate Load Forecasting of Integrated Energy System Based on CEEMDAN-CSO-LSTM-MTL by WANG Yongli, LIU Zeqiang, DONG Huanran, LI Dexin, CHEN Xin, GUO Lu, WANG Jiarui

“…Firstly，preprocess the collected raw load data and calculate the actual load value considering system energy loss； Secondly，the maximum information coefficient （MIC） is used to analyze the correlation between multiple loads and between multiple loads and weather factors，and to extract strongly correlated variables of multiple loads； Once again，the strongly correlated variables of multiple loads are substituted into CEEMDAN，and the load data is decomposed into stationary subsequences； Then，the feature sequence is substituted into the LSTM-MTL shared layer and the CSO algorithm is used to optimize the prediction model，achieving collaborative prediction of multiple loads； Finally，the performance of the constructed model was validated using a multivariate load dataset from a chemical park in Jilin City，Jilin Province，China. …”
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Where are Our Educators? by Елізабет Тюнс, Зоя Рібейро Престес

“…We also know that some tools engender actual cultural transformations (in this regard, see, for example, the social and cultural transformation caused by the invention of alphabetical order in Illich (2002). …”
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