Assessment of the level of state regulation of the effectiveness of the region's export potential by O.V., M.R.

“…It is noted that the use of global marketing methods requires extensive research on the selection, justification and use of generalized indicators of foreign economic development of regions and their export potential. …”
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Residual vulnerabilities to power side channel attacks of lightweight ciphers cryptography competition finalists by Aurelien T. Mozipo, John M. Acken

“…For five ciphers, an attack methodology as well as the leakage function needed to perform correlation power analysis (CPA) is proposed. …”
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The Effects of Landmark Salience on Drivers’ Spatial Cognition and Takeover Performance in Autonomous Driving Scenarios by Xianyun Liu, Yongdong Zhou, Yunhong Zhang

“…Results indicated that salient landmarks generally enhance spatial cognition; the effects of visual and structural salience differ in scope and function in autonomous driving scenarios. …”
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CNN-SENet: a GNSS-R ocean wind speed retrieval model integrating CNN and SENet attention mechanism by Yimin Xia, Dongliang Guan, Zhiling Zhou

“…However, the standard CNN models assign equal weight to all features, overlooking the more relevant ones, which reduces training efficiency and accuracy. …”
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Hybrid attention transformer integrated YOLOV8 for fruit ripeness detection by Jianyin Tang, Zhenglin Yu, ChangShun Shao

“…In addition, during the feature fusion stage, the Hybrid Attention Transformer (HAT) module is integrated into TopDownLayer2 to enhance the capture of long-term dependencies and the recovery of detailed information in the input data. To more accurately evaluate the similarity between the prediction box and the real bounding box, this paper uses the EIoU loss function instead of CIoU, thereby improving detection accuracy and accelerating model convergence. …”
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A machine-learning approach for predicting butyrate production by microbial consortia using metabolic network information by Claudia Silva-Andrade, Sergio Hernández, Pedro Saa, Ernesto Perez-Rueda, Daniel Garrido, Alberto J. Martin

“…The performance of the algorithms was evaluated using k-fold cross-validation and new experimental data, displaying a Pearson correlation coefficient exceeding 0.75 for the predicted and observed butyrate production in two bacteria consortia. While consortia with more than two bacteria showed generally worse predictions, the best machine-learning models still outperformed predictions from genome-scale metabolic models alone. …”
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NEURAL NETWORK MODEL OF DIAGNOSTICS OF STAGES OF DEVELOPING CORPORATE BANKRUPTCY by S. A. Gorbatkov, S. A. Farkhieva

“…New features of the method, increasing the predictive power of the model, are: 1) optimal selection of factors using Bayesian ensemble of auxiliary neural networks, performing compression of factor space; 2) step compression of factors based on the generalized Harrington desirability function; 3) regularization of the main (working) neural network model on Bayesian ensemble of neural networks. …”
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Concomitant Entanglement and Control Criticality Driven by Collective Measurements by Thomas Iadecola, Justin H. Wilson, J.H. Pixley

“…They can support two types of nonequilibrium quantum phase transitions: measurement-induced transitions between volume- and area-law-entangled steady states and control-induced transitions where the system falls into an absorbing state or, more generally, an orbit visiting several absorbing states. …”
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La comparaison en tant que principe scientifique by Ernst Mach

“…Analogies have heuristic power and are not just an illustrative function. Since any description involves such theoretical elements, it is necessarily more than a “simple” description. …”
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Distinct mechanisms of inadequate erythropoiesis induced by tumor necrosis factor alpha or malarial pigment. by Abigail A Lamikanra, Alison T Merryweather-Clarke, Alex J Tipping, David J Roberts

“…This study confirms that hemozoin induces cellular stress on erythroblasts that is additional to and distinct from responses to inflammatory cytokines and identifies new genes that may be involved in the pathogenesis of severe malarial anemia. More generally the respective transcription profiles highlight the varied mechanisms through which erythropoiesis may be disrupted during infectious disease.…”
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Modeling formamide denaturation of probe-target hybrids for improved microarray probe design in microbial diagnostics. by L Safak Yilmaz, Alexander Loy, Erik S Wright, Michael Wagner, Daniel R Noguera

“…Application of high-density microarrays to the diagnostic analysis of microbial communities is challenged by the optimization of oligonucleotide probe sensitivity and specificity, as it is generally unfeasible to experimentally test thousands of probes. …”
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Robust Strategy Generation for Automatic Navigation of Unmanned Surface Vehicles through Improved DDPG Algorithm by Wei Wang, Subin Huang, Huabin Diao

“…Therefore, generating more robust navigation strategies, namely ensuring robust reward-score trends during training and smoother action trajectories of the USV, is crucial for automatic navigation and constitutes the main research question of this study. …”
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Clinical characteristics of gastroesophageal reflux disease in adolescents with diabetic cardiac autonomic neuropathy by Sergey Evgen'evich Kostyakov, Irina Leonidovna Alimova

“…08:00) periods to eliminate the influence of exogenous factors (such as eating, physical activity and change of body position) on the oesophageal kinetic function. Results. Pathological gastroesophageal reflux occurred more frequently in Group 1 (78.5%) than in Group 2 (36.8%; p=0.018). …”
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Analysis of rare coding variants in 470,000 exome-sequenced subjects characterises contributions to risk of type 2 diabetes. by David Curtis

“…<h4>Results</h4>No novel genes were identified as exome wide significant. Rare loss of function (LOF) variants in GCK exerted a very large effect on T2D risk but more common (though still very rare) nonsynonymous variants classified as probably damaging by PolyPhen on average approximately doubled risk. …”
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Homogenization of the Probability Distribution of Climatic Time Series: A Novel Algorithm by Peter Domonkos

“…This bias removal is generally more successful for long-term trends and annual means than for monthly and daily values. …”
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Robust Infrared–Visible Fusion Imaging with Decoupled Semantic Segmentation Network by Xuhui Zhang, Yunpeng Yin, Zhuowei Wang, Heng Wu, Lianglun Cheng, Aimin Yang, Genping Zhao

“…Additionally, we design a refined loss function that employs the decoupling network to constrain the pixel distributions in the fused images and produce more-natural fusion images. …”
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Risk analysis of contamination by potentially zoonotic parasites found in public squares at Southern Brazil by Julia Somavilla Lignon, Bianca Conrad Bohm, Natália Soares Martins, Fábio Raphael Pascoti Bruhn, Felipe Geraldo Pappen, Diego Moscarelli Pinto

“…The results were interpreted through descriptive data analysis and Generalized Linear Mixed Model (GLMM) with a binomial distribution and logit link function. …”
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Nasal surgery versus pharyngeal surgery in the treatment of obstructive sleep apnea by Ruxandra Oana Alius, Viorel Zainea, Catalina Voiosu, Irina Gabriela Ionita, Andreea Rusescu, Oana Denisa Balalau, Catalin Alius, Raluca Oana Pulpa, Razvan Hainarosie

“…Results showed a significant reduction in AHI (more than 50%) after functional surgery, with marginal benefit for those treated with nasal surgery. …”
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Development of a clinical decision support tool for Primary care Management of lower Urinary tract Symptoms in men: the PriMUS study by Adrian Edwards, Ridhi Agarwal, Janine Bates, Alison Bray, Sarah Milosevic, Emma Thomas-Jones, Michael Drinnan, Marcus Drake, Peter Michell, Bethan Pell, Haroon Ahmed, Natalie Joseph-Williams, Kerenza Hood, Yemisi Takwoingi, Chris Harding

“…Background Lower urinary tract symptoms particularly affect older men and their quality of life. General practitioners currently have no easily available assessment tools to diagnose lower urinary tract symptom causes. …”
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Comprehensive Analysis of Potential Common Pathogenic Mechanisms for COVID-19 Infection and Gastric Cancer by Guiqian Zhang, Ning Wang, Shixun Ma, Yan Zhang, Pengxian Tao, Hui Cai

“…A growing body of data suggests that the prevalence of COVID-19 pneumonia in patients with stomach cancer is much higher than in the general population. However, these mechanisms are still not fully understood. …”
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