Modelling of biological age in stable and acute exacerbations of chronic obstructive pulmonary disease by Yujiao Wang, Ting Mu, Yufen Fu, Yuxin Wang, Guoping Li

“…The dataset was partitioned into training and validation sets at a 7:3 ratio, and LASSO regression was applied to refine the model's variable composition. To assess the ability of different variables to discriminate current disease status, we developed the initial model and three subsequent models, with the following variables added in the new model: Chronological age (CA), BA, and biological age acceleration. …”
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MPMFFT based DCA-DBT integrated probabilistic model for face expression classification by Kapil Juneja

“…The experimental observations are compiled for individual expressions against decision tree, SVM and KNN methods. The comparative results signify that the model improved the accuracy of each of distinctive facial expression.…”
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Predictive Modeling of the Hydrate Formation Temperature in Highly Pressurized Natural Gas Pipelines by Mustafa Karaköse, Özgün Yücel

“…In this study, we aim to develop advanced machine learning regression models for the prediction of hydrate temperature based on the chemical composition of sweet gas mixtures. …”
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Stakeholder Model of Corporate Governance: Methodology for Rapid Assessment of the Impact of Macroeconomic Challenges by I. N. Tkachenkoa, M. A. Meteleva

“…The prospects for the research lie in the area of expanding the composition of stakeholder groups, developing methods for establishing operational connections between them and their assessment.…”
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Composición corporal y autoestima corporal en usuarios de gimnasios en una población colombiana (Body composition and body self-esteem in gym users in a Colombian city) by Andrés Felipe Arias Giraldo, Enoc Valentín González Palacios, Astrid Viviana Vargas Romero

“…Conclusion: Low correlations were found between body self-esteem and body composition measured with the five-component model in men (percentage of muscle mass, bone mass, residual mass, and percentage of fat) and women (muscle mass, fat mass, and skin mass). …”
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The Model of Moral Development from the Viewpoint of Nasir al-Din al-Tusi by Fereshte Abolhassani Niyaraki, hashem ghorbani

“…Having explained the process of moral development, we define the nature of moral development from the aspects of the quality of composition and the priority of factors. The conceptual analysis, propositional analysis and systematic analysis from the works of Tusi have been the means and methods of this survey. …”
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Evaluation of the adequacy of phase equilibria modeling based on various sets of experimental data by A. V. Frolkova, V. G. Fertikova, E. V. Rytova, A. K. Frolkova

“…The purpose of the paper is to compare the adequacy of mathematical models of vapor–liquid equilibrium (VLE) and their ability to reproduce the phase behavior of the ternary system benzene–cyclohexane–chlorobenzene using different experimental data sets to evaluate binary interaction parameters.Methods. …”
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Modeling the Stability of the Housing and Construction Complex Based on Organizational and Economic Interaction of Entities by N. N. Shelomentseva, O. V. Grushina

“…The study aims to identify management methods, from a system-information approach, that allow the system to reach a new level of sustainable disequilibrium with the environment while maintaining homeostasis. …”
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Psychological well-being of a school teacher: predictors and correlations of the PERMA model by E.N. Volkova

“… <p><strong>Context and relevance. </strong>The PERMA model is basic for understanding what elements and their corresponding psychological mechanisms determine a teacher's positive functioning. …”
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Pyrolysis Modeling and Kinetic Study of Typical Insulation Materials for Building Exterior Envelopes by Youchao Zhang, Bo Wang, Li Xu, Zhiming Ma

“…Model-fitting CR and masterplot methods indicated that f(α) = [2(1-α)[-ln(1-α)]]^1/2 is considered the pyrolysis reaction mechanism of EPS degradation. …”
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MODELING HEAT EXCHANGE DEPENDING ON THE PRANDTL NUMBER FOR VARIOUS GEOMETRIC AND REGIME PARAMETERS by I. E. Lobanov

“…A calculation was carried out on the basis of a theoretical method based on the solution of the Reynolds equations by factored finite-volume method closed with the help of the Menter shear stress transport model, as well as the energy equation on different-scaled intersecting structured grids (fast composite mesh method (FCOM)).Results. …”
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Probiotics and eating disorders: a systematic review of humans and animal model studies by Hossein Bahari, Camellia Akhgarjand, Seyedeh Nooshan Mirmohammadali, Mahsa Malekahmadi

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Experimental Investigation of Immunomodulator Galavit^® Diffusion in a Model System by E. G. Kuznetsova, O. M. Kuryleva, L. A. Salomatina, V. I. Sevastianov

“…Quantitative determination of Galavit® was performed by spectrophotometry (UV-2600 Shimadzu, Japan) in the wavelength range 294–298 nm in model media.Results and discussion. The characteristic parameters of emulsion compositions were determined during the study: the particle size varied from 0.1 to 2 µm, the delamination time – from 9 to 95 min depending on the composition. …”
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On the corpus of speech samples with errors in the use of Russian as a foreign language: methods of data representation and deep markup parameters by S. V. Gusarenko, M. K. Gusarenko

“…The purpose of the study, the results of which are presented in the article, is to develop the optimal composition and method of presenting data in the developed corpus of Russian speech samples with errors made by foreign students. …”
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Resilient dispatching optimization of power system driven by deep reinforcement learning model by Haifeng Zhang, Yifu Zhang, Jiajun Zhang, Xiangdong Meng, Jiazu Sun

“…This is mainly due to optimizing the model for unit composition and load distribution, avoiding unnecessary energy waste and equipment loss. …”
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Development of an experimental technique for orthotopic left lung transplantation in a rabbit model by V. K. Bogdanov, I. V. Pashkov, Ya. S. Yakunin, E. A. Stakhanova, A. Z. Guluev, A. P. Kuleshov, O. Yu. Esipova, N. V. Grudinin

“…Objective: to develop, master and evaluate the efficiency of an isolated lung transplantation (LT) technique on a rabbit animal model using Perfadex Plus® solution for cold static storage. …”
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Innovative Model for Material Selection Within the Automotive Lightweight Eco-Design Field by Edoardo Risaliti, Arcidiacono Gabriele, Francesco Del Pero, Paolo Citti

“…The conceived approach combines the Ashby method, which assesses mechanical properties and costs, with the VIKOR multi-criteria decision analysis, including a comprehensive model functional to assess the environmental impact of the considered automotive assets. …”
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Evaluation of Sustainability for Coal Consumption Using a Multiattribute Decision-Making Model by Guodang Zhao, Xuyang Guo, Xin Wang, Dezhi Zheng

“…This study proposed a method to evaluate sustainability for coal consumption by using a multiple-attribute decision-making (MADM) model. …”
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Deep learning in microbiome analysis: a comprehensive review of neural network models by Piotr Przymus, Krzysztof Rykaczewski, Adrián Martín-Segura, Jaak Truu, Enrique Carrillo De Santa Pau, Mikhail Kolev, Mikhail Kolev, Irina Naskinova, Aleksandra Gruca, Alexia Sampri, Alexia Sampri, Marcus Frohme, Alina Nechyporenko, Alina Nechyporenko

“…By automating the detection of functional genes, microbial interactions, and host-microbiome dynamics, DL methods offer unprecedented precision in understanding microbiome composition and its impact on health, disease, and the environment. …”
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Construction and application of near-infrared spectroscopy analysis model for peanut quality traits by Hairong CAI, Wenjing SONG, Jianben LIN, Jiawei LIU, Yuanyuan GUO, Bowen LI, Haiyang YANG, Jiayi LU, Hanfeng SHI, Jiankuan WANG, Fangming LI, Tao GUO

“…The single and composite preprocessing methods were compared to select the best model that performed optimally under this spectral preprocessing by comparing the determination coefficients (R2) and root mean square errors of calibration (RMSEC) of different models. …”
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