Linguistic-stylistic analysis of the language of leadership in the political arena and the business world by Oremire J. Ehibor, Joy Eyisi, Jonathan A. Odukoya, Charles U. Ogbulogo, C. U. C. Ugorji, Onyekachi Odo, Lily Chimuanya, Eugenia Abiodun-Eniayekan, Edith Awogu-Maduagwu, Rebecca U. Adesiyan

“…Findings reveal that each sector’s language reflects its unique strategies, styles, and objectives, shaping public opinions and societal societal values. …”
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Proactive Approach to Production Control Utilizing Heterogeneous Shop-Level Production Data by Fedor Burčiar, Monika Herchlová, Bohuslava Juhásová, Martin Juhás, Pavel Važan

“…The study successfully applied and automated proposed data acquisition methods, resulting in a functional, simulation-based digital twin that adheres to the latest ISO standards. …”
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Improvement of Methodological Tools for Business Analysis of the Effective Company’s Performance by N. S . Plaskova

“…In these conditions, the issues of substantiating the perimeter and content of the information and analytical support system for the functions of operational and strategic business management are being updated. …”
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A machine learning-based risk prediction model for diabetic oral ulceration by Wang Xiaoling, Wang BingQian, Zhu Zhenqi, Li Wen, Gu Shuyan, Chen Hanbei, Xin Feng, Chenglong Yang, Jutang li, Guoyao Tang, Jie Wei

“…Data preprocessing involved handling missing values, scaling different range values, and feature selection using techniques such as Variance Threshold (VT), Mutual Information (MI), and Variance Inflation Factor (VIF). …”
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Application of a Hybrid Model Based on CEEMDAN and IMSA in Water Quality Prediction by GUO Li-jin, WU Hao-tian

“…IMSA’s performance was validated using benchmark functions (Rosenbrock for unimodal, Michalewicz for multimodal), confirming improved global search and convergence precision. …”
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Spatial Linear Coding in Joint Radar and Multicast Communication Systems by D. V. Shtarev, E. A. Mavrychev

“…This paper presents optimization methods for the amplitude-phase distribution in a transmitting antenna array in a system with a common signal for multicast data transmission and radar sensing in a given sector of space. Two approaches are considered for the choice of an objective function for the optimization problem. …”
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Green human resource management and Sustainable Development Goals in non-profit organisations by Shanitha Singh, Ana Martins, Orthodox Tefera

“…Practical/managerial implications: With a long-term view to sustainable HRM, including a view to greening HRM practices, practitioners can support their organisations with the achievement of the SDG targets. Contribution/value-add: This study contributed to the academic literature on organisational resilience and could assist policymakers in the understudied South African NPO sector with HRM practices and alignment to the SDGs.…”
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Research on automatic identification method for pipeline girth weld defects based on X-ray images and sparse representation by Shaohui JIA, Yaping LI, Weixin GAO, Yunchao PENG, Xinjian ZHANG, Yuxia WANG

“…To facilitate judgments with sparse coefficient vectors, coefficient vectors were solved by 0-norm optimization. …”
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Price discovery and market efficiency of cardamom in India by A.N. Vijayakumar

“…Design/methodology/approach – This study used Johansen co-integration, vector error correction model, Granger causality and regression with dummy variables to understand a day of the week effect in high-value agri-commodity of cardamom e-auction prices. …”
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THE PROPOSAL MODEL OF RATIONAL WORKFORCE ASSIGNMENT IN DOKUZ EYLUL UNIVERSITY BY ANALYTIC HIERARCHY PROCESS BASED 0-1 INTEGER PROGRAMMING by Yılmaz GÖKŞEN, Hakan AŞAN, Onur DOĞAN, Mustafa ÜNLÜ, Osman PALA

“…Competition is intense both in private and public sectors. Workforce can be said to be the main source enriching the organization and making it complex. …”
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High-Performance Emulator for Fixed Photovoltaic Panels by Youssef Mallal, Lhoussain El Bahir, Touria Hassboun

“…The emulator is able to operate online with connected solar radiation and temperature sensors or offline with recorded measurement vectors. The practical tests were performed on a prototype designed using a MATLAB C MEX S-function, dSPACE board 1104, and a controlled DC/DC converter. …”
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Augmenting insights into heat transfer performance of direct-contact evaporator: An interpretable data-driven hybrid strategy by Yinzhen Tan, Bo Yu, Jianxin Pan, Wuliang Yin, Min Wang, Hua Wang, Kai Yang, Qingtai Xiao

“…Next, the reconstructed values of the low-complexity steam flow subsequence were substituted into the least squares support vector machine (LSSVM) for training and testing, which obtains the forecasted value of VHTC. …”
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Electronic Information Signal Recognition Based on a Stochastic Neural Network Algorithm by Jiaye Wang

“…This paper uses the method of duty cycle, average amplitude difference function, and FFT to calculate the energy duty cycle for feature extraction and uses TSVD-SCN algorithm to classify and recognize different intrusion vibration feature vectors. …”
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METHODOLOGY OF EVALUATING THE EFFICIENCY OF INFORMATION SUPPORT FOR DECISION-MAKING IN THE MANAGEMENT OF COMPLEX DYNAMIC OBJECTS by Yuriy V. Silenok, Vadim L. Yakovlev

“…A comparative analysis of variants of the solution is presented on the basis of their direct ranking, taking into account the significance of the scalar integral quality indicator. The transition to a vector indicator, whose elements are partially derived from the system’s own quality indicators, each of which can have an independent value for the subsequent level of the hierarchy, is indicated. …”
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Relationship between Retinal Nerve Fiber Layer Thickness and Hemoglobin Present in the Optic Nerve Head in Glaucoma by Marta Gonzalez-Hernandez, Jose Sigut Saavedra, Manuel Gonzalez de la Rosa

“…The correlation between Laguna ONhE glaucoma discriminant function (GDF) and SPECTRALIS BMO-MRW was R=0.81 (P<0.0001), similar to that between the BMO-MRW and BMO-RNFL thicknesses (R=0.85, P<0.0001) (P=0.227 between both R values). …”
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THE ROLE OF LEADERS’ EMOTIONAL FLEXIBILITY IN BANKS MANAGEMENT by Z. Smutchak, L. Yankovska, L. Sopilnyk, V. Skupeiko, F. Horbonos

“…The article considers the essence of the concept of «emotional flexibility» and identifies its main elements and role in implementing management functions in banking institutions, particularly in decision-making. …”
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Deep-Learning-Driven Insights into Nitrogen Leaching for Sustainable Land Use and Agricultural Practices by Caixia Hu, Jie Li, Yaxu Pang, Lan Luo, Fang Liu, Wenhao Wu, Yan Xu, Houyu Li, Bingcang Tan, Guilong Zhang

“…A machine learning (ML) model for predicting nitrate leaching was then developed, with the random forest (RF) model outperforming the support vector machine (SVM), extreme gradient boosting (XGBoost), and convolutional neural network (CNN) models, achieving an R² of 0.75. …”
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Application of Machine Learning Models for the Early Detection of Metritis in Dairy Cows Based on Physiological, Behavioural and Milk Quality Indicators by Karina Džermeikaitė, Justina Krištolaitytė, Ramūnas Antanaitis

“…To address class imbalance, model loss functions were adjusted using class weights. Models were evaluated based on accuracy, sensitivity, specificity, positive and negative predictive values (PPV, NPV), area under the receiver operating characteristic (ROC) area under the curve (AUC), and Matthews correlation coefficient (MCC). …”
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Identification of potential biomarkers and mechanisms for keloid disorder based on comprehensive bioinformatics analysis and machine learning algorithms by Bowen Zheng, Jianxiong Qiao, Xiaoping Yu, Hanghang Zhou, Anqi Wang, Xuanfen Zhang

“…Subsequently analyzed using least absolute shrinkage and selection operator (LASSO) and support vector machine recursive feature elimination (SVM-RFE) methods to pinpoint feature genes associated with KD. …”
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Islam in Front of the Challenges of Modernity: World Politics, State System, Public Opinion by V. V. Orlov

“…The authors focus on fundamental issues of constitutional law, functioning of supreme state bodies, building of parties and political systems. …”
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