Augmented Graph Convolutional Network for Enhancing Label Reachability by Xiangyi Wang, Fengjun Zhang, Wei Teng, Baoda Liu

“…However, due to the uneven distribution of labeled nodes in graphs, only a limited subset of unlabeled nodes can directly access the labeled nodes. …”
Get full text

Cessation of еpileptic seizures series using peroral valproate in an adult patient with partial epilepsy by Spasić Mirjana, Lukić Stevo

“…Laboratory parameters (liver function tests, blood count, level of antiepileptic drugs) were monitored every day. …”
Get full text

On Channel Transforms to Enhance Reciprocity and Quantization in Physical-Layer Secret Key Generation by Ghalib Hussain, Syed Junaid Nawaz, Shurjeel Wyne, Mohammad N. Patwary

“…Furthermore, for the considered system and channel parameters the proposed algorithm provides an average improvement of 0.06% in KDR compared to cumulative distribution function (CDF)-based non-uniform quantization (CDF-NUQ).…”
Get full text

Prediction and Mapping of Soil Total Nitrogen Using GF-5 Image Based on Machine Learning Optimization Modeling by LIU Liqi, WEI Guangyuan, ZHOU Ping

“…Among these samples, 140 were randomly selected as the modeling sample set for calibration, and the remaining 31 samples were used as the test sample set. …”
Get full text

Visualising xylem vessels connections formed one year after grafting using different techniques by Marilou Camboué, Anne Janoueix, Anne-Sophie Spilmont, Guillaume Mathieu, Nathalie Ollat, Luis Gonzaga Santesteban, Sarah Cookson

“…This study aims to compare the internal tissue organisation and functional xylem vessel connections in grapevine grafts that have passed the nursery quality selection process, produced using different commonly used grafting techniques: omega, full cleft, cleft, and whip & tongue. …”
Get full text

Comparison of preference-based health-related quality of life measures for chronic neck pain: a pooled analysis of data from three RCTs by Eun-Jung Kim, In-Hyuk Ha, Yoon Jae Lee, Dongwoo Nam, Yeon Cheol Park, Seong Min Lee, Soo-Jin Kim

“…Distribution analysis further indicated that EQ-5D-5L and SF-6Dv1 were not fully interchangeable due to variations in domain-level scoring patterns and ceiling effects observed in EQ-5D-5L.Conclusions EQ-5D-5L showed stronger negative correlations with both pain and functional outcomes compared with SF-6Dv1, suggesting that it may better capture the functional aspects of chronic neck pain, particularly in moderate-to-severe conditions. …”
Get full text

Spectroscopic, DFT, anti-bacterial, and in-silico investigations of novel semicarbazone and thiosemicarbazone synthesised from asymmetrical chalcones by Nikita Sharma, Har Lal Singh

“…Later, computational tools were utilised for evaluating pharmacological attributes such as bioavailability score, Lipinski rule, absorption, distribution, metabolism, excretion and toxicity. Also, density functional theory (DFT) was used to compute quantum computations such as HOMO, LUMO, and chemical descriptors. …”
Get full text

Recognition of FT-IR Data Cuscutae Semen, Japanese Dodder, and Sinapis Semen Using Discrete Wavelet Transformation and RBF Networks by Tao Hu, Xuexiang Weng, Lishan Xu, Cungui Cheng, Peng Yu

“…According to the distribution of cuscutae semen, Japanese dodder, and sinapis semen’s FT-IRs, three feature regions are determined at detail 3, and two feature regions are determined at detail 4 by selecting two scales in the DWT domain. …”
Get full text

Effect of mass of parts on removal rate under vibroabrasive machining by V. I. Butenko, A. V. Stel'makh

“…The data are approximated by the least squares method with a linear function. A version of its distribution is selected using the Fisher statistical criterion.Discussion and Conclusion. …”
Get full text

cogsworth: A Gala of COSMIC Proportions Combining Binary Stellar Evolution and Galactic Dynamics by Tom Wagg, Katelyn Breivik, Mathieu Renzo, Adrian M. Price-Whelan

“…Alternatively, several analytic models are available for galactic potentials and star formation histories. cogsworth can also transform the intrinsic simulated population into an observed population using dust maps, bolometric correction functions, and survey selection functions. We provide a detailed explanation of the functionality of cogsworth and demonstrate its capabilities through a series of use cases: (1) we predict the spatial distribution of compact objects and runaways in both dwarf and Milky Way–like galaxies; (2) using a star cluster from a hydrodynamical simulation, we show how supernovae can change the orbits of stars in several ways; and (3) we predict the separation of disrupted binary stellar companions on the sky and create a synthetic Gaia color–magnitude diagram. …”
Get full text

Application of different approaches in interventional thrombolysis of deep vein thrombosis of lower extremities by YUAN Xiaopu, YANG Lili, WU Hongfang

“…At one-year follow-up, there was no statistically significant difference in the distribution of Villalta scores (Z=0.027, P=0.978). Conclusion：Both the popliteal vein approach and the infrapatellar vein approach for interventional thrombolysis effectively clear thrombus, improve coagulation function, and reduce limb swelling in DVT patients, with good long-term effects and safety. …”
Get full text

Genetic segregation of chlorophyll content and light compensation point in a hybrid grapevine population by JI Xiaohao, LIU Fengzhi, WANG Xiaodi, WANG Xiaolong, SHI Meng, WANG Zhiqiang, WANG Haibo

“…Chlorophyll content was determined using the colorimetric method, and the light response curves were measured using a Li6400 photosynthesis system. Healthy functional leaves were selected for the measurements, with the criteria being dark green, thick, and free from disease, pests, or mechanical damage. …”
Get full text

Control system architecture of an intelligent agent based on a semiotic network by M. A. Rovbo, P. S. Sorokoumov

“…The behavior of an individual team member (agent) is modeled using an objective function, which is considered in the selection of one of the possible actions. …”
Get full text

Intrinsic Dissolution Modeling: Interdependence Between Dissolution Rate, Solubility, and Boundary Layer Thickness by Amelie Marie Mattusch, Gerhard Schaldach, Jens Bartsch, Markus Thommes

“…<b>Results</b>: Besides the prediction of the influence of a surface reaction limitation or the solubility of a diffusion controlled drug, the boundary layer thickness at the tablet surface is modellable in terms of a freely selectable length and as a function of the diffusion coefficient, drug solubility, and the flow velocity of the dissolution medium. …”
Get full text

Assessing the risk spillover effects between the Chinese carbon market and the US-China energy market by Jiale Yan, Cem Işık

“…This paper uses the optimal ARMA-GARCH to fit the marginal distribution of each market and selects the optimal Copula function for the calculation of CoVaR to obtain more accurate risk measurement results. …”
Get full text

Characterization of hydrogeological units and hydrodynamics of a section of the aquifer system in the city of Cartago, Costa Rica by Ramírez-Granados Pablo Ignacio

“…In areas with sufficient well density and ad¬equate geographic distribution, the groundwater flow dynamics within the hydrogeological units were also analyzed. …”
Get full text

Implementing hydrogen oxidation reaction on Pt for controlling counter electrode processes by Caroline K. Williams, Pietro Papa Lopes

“…The search for active, stable, and durable materials for electrochemical energy technologies requires increasing levels of precision to establish true structure-function relationships and guide materials design from atomic and molecular scale. …”
Get full text

The impact of daily lifestyle on the emergence of new spaces in housing by Maede Pashaei, Hamed Beyti

“…The statistical population consists of 298 residents of District 5 of Tabriz, selected randomly. In the data analysis phase, the statistical software of SPSS was used, along with a combination of a one-sample t-test to assess the influence of each component, the Friedman test for component comparison, and the Kolmogorov-Smirnov test to examine the normality of score distribution. …”
Get full text

Experimental studies of load transformation of the support contour of a load-lifting crane by Potakhov D.A., Vatulin J.S.

“…As part of the study of the hanging hydraulic cylinder, the parameters of the distribution of the stress-strain state of the cylinder (housing) of the hydraulic cylinder as a function of time were determined.…”
Get full text

Lithium-Ion Battery Health State Prediction Based on Improved War Optimization Assisted-Long and Short-Term Memory Network by Xiankun Wei, Mingli Mo, Silun Peng

“…IWSO is proposed to achieve co-optimization of filtering for health indicators and hyperparameters for the informer-LSTM based on developed initializing distribution methods and adaptive function so that the SOH prediction precision is ensured. …”
Get full text