A Manifold-Based Dimension Reduction Algorithm Framework for Noisy Data Using Graph Sampling and Spectral Graph by Tao Yang, Dongmei Fu, Jintao Meng

“…Subsequently, the specific range of localities is determined using graph spectral analysis, and the density within each local range is estimated to obtain the distribution parameters. Then, manifold-based dimension reduction with distribution parameters is established, and the deviation values in each local range are measured and further extended to all data. …”
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EXCHANGE RATE MISALIGNMENT AND PERFORMANCE OF THE NIGERIAN ECONOMY by Okoi Innocent Obeten, Maryjoan Ugboaku Iheanacho, Comfort Innocent Okoi

“…Historical research design was used while Augmented Dickey-Fuller (ADF) test, Johansen cointegration test and Pasimonius Error Correction Mechanism (ECM) test and estimation of relevant equations were applied. In this study, exchange rate fluctuation is measured as deviations around the trend which makes it different from other studies. …”
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The ill-posedness of the (non-)periodic traveling wave solution for the deformed continuous Heisenberg spin equation by Zhong Penghong, Chen Xingfa, Chen Ye

“…The ill-posedness of these solutions is demonstrated through Fourier integral estimates in the Sobolev space HS2s{H}_{{{\rm{S}}}^{2}}^{s} (for the periodic solution in HS2s(T){H}_{{{\rm{S}}}^{2}}^{s}\left({\mathbb{T}}) and the non-periodic solution in HS2s(R){H}_{{{\rm{S}}}^{2}}^{s}\left({\mathbb{R}}), respectively). …”
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CAPITAL INFLOWS, FINANCIAL DEEPENING AND ECONOMIC GROWTH NEXUS: THE MISSING LINK by Amassoma Ditimi, Azeez Oluwatobiloba

“…Furthermore, the ARDL regression estimate re-sults pointed that foreign direct investment (FDI), foreign aids (FA) and financial development (FD) have a positive and significant impact on economic growth, while on the contrary, remittances exerted a negative and insignificant relationship on economic growth. …”
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Fragility Analysis of a Self-Anchored Suspension Bridge Based on Structural Health Monitoring Data by Yuyao Cheng, Jian Zhang, Jiajia Wu

“…This paper presents an improved fragility analysis methodology to estimate structural vulnerability for probabilistic seismic risk assessment. …”
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Determining the Impact Bruising of Goji Berry Using a Pendulum Method by Yanwu Jiang, Qingyu Chen, Naishuo Wei

“…Furthermore, this study calculated the bruise susceptibility of the different varieties at different heights, which can be used for predicting bruising during the harvesting and collection of goji berries and ultimately for estimating the damage caused by mechanical harvesting.…”
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Results of non-interventional observational study of ursodeoxycholic acid in primary biliary cirrhosis by Yelena N. Shirokova, Anna F. Sheptulina

“…Aim of investigation. To estimate clinical efficacy and safety of ursodeoxycholic acid («Livodexa®») in a dose of 15 mg/kg/day for 3 months in the treatment of primary biliary cirrhosis (PBC) of the I to III stage. …”
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Correlation Analysis of Sprint Performance and Reaction Time Based on Double Logarithm Model by Jing Zhang, Xin-Yu Lin, Su Zhang

“…The researchers used least squares estimation, multivariate analysis of variance, and other methods and theories to construct a double logarithmic model and a multivariate analysis of a variance model. …”
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Vibration Reduction Design and Test of UAV Load Radar by Jia Fu, Chaohui Fan, Changshuai Yu, Guangming Liu, Haitao Luo

“…Using the applicable test, the mechanical properties of the materials used in the damper are estimated, effectively guiding the design of the device and boosting its vibration-reducing performance. …”
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Enhancing well-being in hybrid work: the crucial role of organizational support for Indonesia’s State Civil Apparatus by Despinur Dara, Susan Febriantina, Suwatno Suwatno

“…Using data from 533 respondents selected through simple random sampling, the analysis employed Structural Equation Modeling with a Generalized Least Squares estimation approach. The results reveal that Hybrid Working significantly increases Job Burnout, indicating elevated stress levels from its implementation. …”
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In silico analysis of ventricular action potential with a current–voltage‐time representation: Thresholds, membrane resistance, repolarization reserve by Massimiliano Zaniboni

“…It provides further evidence of a negative membrane resistance during the late phase of ventricular AP and a quantitative estimate of repolarization reserve (RR), key determinants of repolarization dynamics.…”
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Multimorbidity transitions and the associated healthcare cost among the Finnish adult population during a two-year follow-up by Katja Wikström, Miika Linna, Eeva Reissell, Tiina Laatikainen

“…Conclusion Multimorbidity is causing a heavy burden on Finnish healthcare. The estimates of its effect on healthcare usage and costs should be used to guide healthcare planning.…”
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Graph-Attention Diffusion for Enhanced Multivariate Time-Series Anomaly Detection by Vadim Lanko, Ilya Makarov

“…Evaluation on four datasets from various sources demonstrates the effectiveness of our approach, achieving an average <inline-formula><tex-math notation="LaTeX">$F1$</tex-math></inline-formula>-score of 96.51&#x0025;, outperforming many existing baselines. The ablation study estimates the contribution of each of the key components of the model to the score.…”
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Hyper-redundant endoscopic manipulator position compensation under external load by Giacoppo Giuliano A., Schulze Eric, Pott Peter P.

“…The mathematical model, based on Optimized Motion Estimation Analysis, considers the joint stiffness and the influence of gravity, in addition to the cable tensions and external load. …”
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The interaction and photostability of some xanthenes and selected azo sensitizing dyes with TiO2 nanoparticles by D. EL Mekkawi, M. S. A. Abdel-Mottaleb

“…The apparent association constants (Kapp) of the surface complexes have been estimated and are correlated with the dyeinduced negative shifts of the reduction potential of colloidal TiO2 nanoparticles. …”
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A Collection of Machine Learning Models for Improved Airport Operations Amidst Adverse Weather Conditions by Ramon Dalmau, Jonathan Attia

“…As such, the peak service rate model provides an estimate of the airport's capacity, which is essential for effective planning and resource allocation. …”
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Fault Diagnosis and Prediction of Continuous Industrial Processes Based on Hidden Markov Model-Bayesian Network Hybrid Model by Jiarula Yasenjiang, Chenxing Xu, Shengpeng Zhang, Xin Zhang

“…Finally, the log-likelihood estimates (LL) calculated by the improved hidden Markov model provide empirical evidence for the BN and give fault detection, prediction, and root cause variable detection results based on information about the similar increasing and decreasing patterns of LL for the training data and the online data. …”
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Spatial-geographical analysis of smart growth indices in urban areas (Case study: Bushehr Port) by Hajar Jahanshahi, Hamidreza Varesi, Masoud Taghavei

“…The statistical population of the study is Bushehr inhabitants which according to Cochran formula is estimated 384 samples. According to the statistical population, the questionnaire was distributed randomly among the citizens. …”
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Backward Spectral Characterization of Liquid Crystal Display Based on Forward Spectral Characterization by Jian-qing Zhang, Fang Cai, Xiao-ying Shen, Zhen Liu, Ming Zhu

“…A backward spectral characterization for Liquid Crystal Display by the use of rule for the maximum peak of spectral radiation curves changing with the digital input values is proposed; this new model is developed based on forward spectral characterization. It deals with estimation of RGB used as input to the digital display from known spectral radiation curves. …”
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Prevalence of 10-Year Risk of Cardiovascular Diseases and Associated Risks in Canadian Adults: The Contribution of Cardiometabolic Risk Assessment Introduction by Solmaz Setayeshgar, Susan J. Whiting, Hassanali Vatanparast

“…CMR gave more accurate estimation of 10-year risk of CVD in Canadian adults from 30 to 74 years than using only FRS. …”
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