Dual Convolution Neural Networks of Ensemble Learning with Attention Mechanism for Rice Classification by Cheng Linfeng

“…The ensemble model in this article combines two deep models, InceptionNet and ResNet, and incorporates self-attention block method to construct an attention mechanism that uses multi head attention layers to capture relationships in the input. …”
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Task security scheduling method for 5G+MEC based grid edge computing platform by Shimulin XIE, Ijie BA, Xiang ZHANG, Zeyi TANG, Weifan NIAN, Xujie LIU

“…In order to ensure the security of task scheduling of grid edge computing platform and the data quality required by task scheduling, a task security scheduling method of grid edge computing platform based on 5G + MEC was proposed.Combined with confidentiality service and integrity service, the security level model of task scheduling was constructed to restrict the risk in the process of scheduling and transmission of scheduling task queue, so as to realize the secure transmission of 5G core network.The priority queue type was confirmd, the minimum queue and the maximum queue was selected, the maximization of data resources and the task scheduling of MEC equipment was supported, and a distributed task scheduling model was built.Using Lyapunov candidate function to improve the stability of task scheduling, and the model was solved by alternating direction multiplier method to obtain the optimal solution of task security scheduling.The test results show that after the application of this method, the risk probability results fluctuate in the range of 0.15～0.35, and the fitting degree between the relevant data provided by MEC equipment and the scheduling task of core server is higher than 0.92, the quality score of task scheduling data is also higher than 0.94.…”
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Navigating Suicidal Crisis in a Traditional Setting of Kyrgyzstan by Leila Salimova

“…The analysis emphasizes the significance of understanding ecological systems and societal constructs in social work practice. It underscores the vital role of social workers in advocating for marginalized individuals like Azat, with suggested interventions including psychological support, collaboration with school professionals, and ongoing family visits to monitor progress and provide assistance. …”
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Predicting Identity Formation in Adolescents based on Emotional Capital and Moral Disengagement Factors by Sajjad Khalafi

“…Results: The results indicated that the constructs of emotional capital and moral disengagement possess the capacity to predict identity formation in adolescents. …”
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The effect of non-tariff measures (NTMS) on Indonesian pulp and paper exports by Rissa Hurulaini Ramadhani Nasution

“…The effect of NTMs imposition to pulp and paper between Indonesia and its main trade partners is estimated by using a panel data gravity model that is constructed by disaggregated data on bilateral export trade flow of pulp and paper between Indonesia and its main trade partners for the period from 2005 to 2019. …”
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On the issue of impact of income inequality on the socio-economic development of territories by M. L. Bykova

“…The high value of the coefficient of determination indicates the high quality of the constructed model. The possibility of using the simulation results in practice is confirmed by calculations of the average approximation error and the Fisher criterion.…”
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A time-varying index for agricultural suitability across Europe from 1500–2000 by Alexander Lehner, Dylan Philippe

“…Relying on recent advances in paleoclimatology, we bridge this gap by constructing a spatio-temporal measure for agricultural suitability across Europe for a period of 500 years. …”
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Le dialogue philosophique perçu par les personnes qui le pratiquent ou le promeuvent : une activité anthropologique utilisée pour former au penser ensemble face aux défis actuels.... by Claire Polo, Justine Broussais

“…The aim is to present the constructive/fruitful or detrimental tensions resulting by the joint reference to both pol: philosophical dialogue as an anthropological reality and a utilitarian response.…”
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Fault Diagnosis of Crane Gearbox based on Variational Mode Decomposition and PSO-SVM by Wubang Yang, Bingpeng Gao, Fei Chen, Xinghe Zhang, Weidong Ma

“…Then the feature parameters of reconstructed signal are extracted to construct the feature vector， and kernel principal component analysis（KPCA） is used to realize the feature information fusion. …”
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Mathematical Modeling and Simulation of Online Teaching Effect Evaluation Based on Decision Tree Algorithm by Pingli Sun

“…In the evaluation model, the association rule algorithm is also constructed to classify the data of the same element type and delete the data of different elements after marking. …”
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At the Heart of the Vietnam War: Herbicides, Napalm and Bulldozers Against the A Lưới Mountains by Amélie Robert

“…In particular, the Việt Cộng used bulldozers to construct several routes on the Hồ Chí Minh trail. …”
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A Human-Computer Interaction System for Agricultural Tools Museum Based on Virtual Reality Technology by Ying Yang, Yiyi Fan, Ruizhi Sun

“…To address the problems of rigid interaction and terrible experience in the process of human-computer interaction, four human-computer interaction technologies are proposed to design and construct a more humanized system including intelligent scenes switching technology, multichannel introduction technology, interactive virtual roaming technology, and task-based interactive technology. …”
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Peano compactifications and property S metric spaces by R. F. Dickman

“…(X˜,ρ˜) is a Peano compactification of (X,ρ). There are easily constructed examples of locally connected connected metric spaces which fail to be S-metrizable, however the author does not know of a non-S-metrizable space (X,d) which has a Peano compactification. …”
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RESEARCH ON RELIABILITY ASSESSMENT METHOD OF MECHANICAL SYSTEM CONSIDERING MULTIPLE FAILURE STATES by HU QiGuo, DU ChunChao, CAO LiJie, SHENG HuiMin

“…Fuzzy processing is carried out to construct an interval-valued triangular fuzzy Bayesian network. …”
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Automatic modulation recognition algorithm for MQAM signal by Huadi ZHANG, Huaxun LOU

“…An automatic modulation recognition algorithm for MQAM signal was proposed.Firstly,the feature parameter F based on the fourth order cumulants was constructed to classify the square QAM and the cross QAM.Secondly,the compactness of zero center normalized instantaneous amplitude was calculated to identify the 16QAM from the square QAM.Thirdly,the baud rate was estimated by frequency spectrum of amplitude square,and timing was synchronized to delete the ISI and resume the relatively ideal constellations.And aiming at the 32QAM and the 128QAM,two different clustering radii were set,and clustering point density was got respectively by the subtractive clustering algorithm,and then the 32QAM and the 128QAM was classified depending on the difference of density value.In the same way,the 64QAM and the 256QAM were classified.The proposed algorithm can recognize five kinds of QAM signals，including 16QAM signals,32QAM signals,64QAM signals,128QAM signal and 256QAM signal without prior knowledge of frequency and baud rate.Furthermore,the proposed algorithm does not need complex iterative process,which can be applied in practical signal recognition.…”
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Analysis on the Root Crack Propagation Path and Its Influencing Factor of Spur Gear by Qikun Liu, Shengli Wu, Zhi Li, Xiaochun Jian

“…For this，by using complex function method，the Westergaard stress function is constructed to analyze the complex stress field at the crack tip，and the critical condition of crack growth is determined according to the maximum circumferential tensile stress intensity factor theory. …”
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Les marmites du Bayt al-mâl d’Alger. Charité, pouvoir et droits d’appartenance à l’époque ottomane by Isabelle Grangaud

“…In short, they were active modes of constructing the rights of belonging to political communities.…”
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Simulation of duplicate tooling consumption at aircraft manufacturing enterprises by V. A. Vdovin, O. A. Afanasieva

“…As a result, a quantitative assessment of the constructed dependencies based on the calculation of multiple correlation coefficients, the Fisher dispersion ratio, the Theil’s coefficient of irrelevance allowed us to conclude that they are adequate to the conditions of consumption TT at the aviation enterprise. …”
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Research of high strength steels bending by V. A. Tаmila, M. L. Nesterovich

“…Graphs of the drop in hardness of the studied steel depending on the tempering temperature, as well as the drop in hardness as it moves away from the local heating line, are constructed. Bending experiments with compression of high-strength steels were performed using a substrate material.The samples obtained during the experiments were examined by X-ray for defects in the bending line. …”
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Understanding Large-Scale Social Relationship Data by Combining Conceptual Graphs and Domain Ontologies by Zhao Huang, Liu Yuan

“…A social relationship graph constructed from the Lehigh University Benchmark (LUBM) is used to test the efficiency of the relationship discovery method.…”
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