Hybrid Neural Network-Based Maritime Carbon Dioxide Emission Prediction: Incorporating Dynamics for Enhanced Accuracy by Seunghun Lim, Jungmo Oh

“…The hybrid model achieved the highest predictive performance, with a coefficient of determination of 0.9726, outperforming other models across multiple quantitative metrics. …”
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Influence of a strong beam on structure and properties of plasma coatings by S.A. Guchenko, E.N. Eremin, V.M. Yurov, V.Ch. Laurynas, S.S. Kasimov, O.N. Zavatskaya

“…In this case, as a rule, cellular nanostructures with increased hardness are formed. Methods of determination are proposed and the melting and recrystallization temperatures of plasma coatings are estimated. …”
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Prediction and Correlation of Midnoon Dip in Oxygen Saturation and Circadian Clock Discordance with Coronavirus Disease 2019 Mortality by Madhav Prabhu, R. Balasubramanian, Harpreet Kour, Arathi Darshan, Jayaprakash Appajigol, Rekhs S. Patil, JangBahadur Prasad

“…Data from 218 COVID-19 fatalities during the second wave (March 2021–June 2021) were analyzed using means, percentages, averages, correlation, and coefficients of determination with SPSS software version 20.0. …”
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Construction and Demolition Waste Generation Prediction by Using Artificial Neural Networks and Metaheuristic Algorithms by Ruba Awad, Cenk Budayan, Asli Pelin Gurgun

“…Different performance parameters, such as mean absolute error (MAE), mean square error (MSE), root mean squared error (RMSE), and the coefficient of determination (R²), are used to evaluate the effectiveness of the models developed. …”
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Reliability and validity study of a Brazilian-Portuguese version of the fatigue severity scale in Parkinson's disease patients by Silvia Valderramas, Ana Cristina Feres, Ailton Melo

“…METHODS: In a cross-sectional study, a Portuguese-language version of the FSS was applied to 30 patients with PD (62±11 years-old). …”
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The Effect of Vocal Rehabilitation on Patients with Vocal Cord Paralysis by Mila Bunijevac, Andrijana Mikić, Maša Đurišić

“…Objective: The aim of this study is to examine voice characteristics by perceptual assessment of voices of patients with vocal cord paralysis before and after vocal rehabilitation. Materials and Methods: 80 subjects participated in the study, of which 40 belonged to the experimental group and 40 to the control group. …”
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Comparing the National Institutes of Health Stroke Scale Scores between emergency medicine physicians and neurologists for timely decision-making for alteplase administration by Osman Tecir, Mustafa Çiçek, Özgen Gönenç Çekiç, Şenol Ardıç, Ramazan Akpınar, Nuray Can Usta, Süleyman Türedi

“…OBJECTIVES: The National Institutes of Health Stroke Scale (NIHSS) is used to determine the severity of the disease and to make treatment decisions in ischemic stroke patients. …”
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Estimation of causal relationship between gross fixed capital formation in agricultural sector and economic growth in Iraq during 2000-2019 by Eyid Abbas Abdalltef

“…One of the results of the statistical analysis shows the coefficient of determination (R2), which reflects the interpretative capacity of the model, exhibiting that 33% of the alterations in the gross domestic product are due to the gross fixed capital formation and it is a weak proportion.…”
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Reliability of estimating maximal glycolytic power using the maximal lactate accumulation rate (VLamax): a systematic review by Ignacio Fernandez-Jarillo, Tomàs Lomero-Arenas

“…Conclusions: This systematic review shows that the VLamax estimates maximal glycolytic power with moderate to excellent reliability, although further research is needed to better understand this metric: the most appropriate test to determine it in a practical way, its relationship with other markers of anaerobic performance, its response to certain training methods and its influence on maximal metabolic steady state, among others. …”
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Application and Possible Mechanism of Microbial Fermentation and Enzyme Catalysis in Regulation of Food Flavour by Feng Wang, Mingtong Wang, Ling Xu, Jingya Qian, Baoguo Xu, Xianli Gao, Zhongyang Ding, Kai Cui

“…Flavor compounds are key determinants of food sensory quality, originating from natural sources, processing, or artificial additives. …”
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Receiver-Side Topologies for Wireless Power Transfer Systems: A Comprehensive Review of the Design, Challenges, and Future Trends by Jiantao Zhang, Lingyu Kong, Ziteng Wang, Yao Wang, Ying Liu, Xin Gao, Chunbo Zhu

“…As a critical interface between the power source and load, the receiver topology plays a pivotal role in determining the system’s efficiency and stability. This review focuses on advancements in power electronic receiver designs for WPT systems, with an emphasis on two-stage and single-stage topologies. …”
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Enhancing Marshall stability of asphalt concrete using a hybrid deep neural network and ensemble learning by Henok Desalegn Shikur, Ming-Der Yang, Yared Bitew Kebede

“…Accurate prediction of Marshall Stability (MS) is vital for asphalt concrete mix design and performance evaluation, yet traditional laboratory methods are resource-intensive. This study proposes and evaluates hybrid machine learning models, specifically integrating a deep neural network (DNN) base learner with various ensemble techniques (Random Forest, XGBoost, LightGBM, CatBoost, AdaBoost) through stacking, to enhance the accuracy and efficiency of MS prediction. …”
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Manifestation of a complex of Fusarium solani (Mart.) Sacc. species on seeds and seedlings of cereals, legumes, oilseeds and cereals by T. Rozhkova, L. Biliavska, H. Iutynska, L. Tytova, N. Leonova, M. Loboda, A. Sylchuk, Ye. Rozhkova

“…Methods. Laboratory methods: germination of crop seeds in different soil samples and study of seedling development; identification of fungal species that formed mycelium layers during seed germination; analysis of soil mycobiota; determination of drug efficacy. …”
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Optimal Control of a Harmonic Oscillator with Parametric Excitation by Dmitrii Kamzolkin, Victor Ilyutko, Vladimir Ternovski

“…This work holds particular relevance for practical applications demanding rapid state transitions, such as mechanical vibration control and signal processing, where achieving time-optimal performance is critical. Furthermore, the methods presented are adaptable to a wide range of systems facing similar constraints, providing a versatile and effective framework for time-optimal control.…”
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Dysregulation of immune cells and platelet-monocyte aggregates in chronic thromboembolic pulmonary hypertension by Lu Sun, Haobo Li, Xincheng Li, Yuhan Li, Min Liu, Han Tian, Jixiang Liu, Ran Miao, Yu Zhang, Qiang Huang, Zhu Zhang, Ximei Niu, Shuai Zhang, Wanmu Xie, Shiqing Xu, Peiran Yang, Zhenguo Zhai

“…Immune cells found in peripheral blood may provide information on how a disease develops. Methods We developed a 7-color flow cytometry method using 200 µl of peripheral blood to analyze immune cell subpopulations and platelet immune cell aggregates in CTEPH. …”
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Investigating the relationship between simulation parameters and flow variables in simulating atmospheric gravity waves for wind energy applications by M. A. Khan, D. Allaerts, S. J. Watson, M. J. Churchfield

“…For instance, the widely used Rayleigh damping method requires ad hoc tuning to produce a setup that may only produce satisfactory results for a particular case. …”
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Creation of a recombinant Komagataella phaffii strain, a producer of proteinase K from Tritirachium album by A. B. Beklemishev, M. B. Pykhtina, Ya. M. Kulikov, T. N. Goryachkovskaya, D. V. Bochkov, S. V. Sergeeva, A. R. Vasileva, V. P. Romanov, D. S. Novikova, S. E. Peltek

“…The following methods were used: computational analysis of primary structure of the proteinase K gene, molecular biological methods (PCR, electrophoresis of DNA in an agarose gel, electrophoresis of proteins in an SDS polyacrylamide gel under denaturing conditions, spectrophotometry, and quantitative assays of protease activity), and genetic engineering techniques (cloning and selection of genes in bacterial cells Escherichia coli TOP10 and in the methylotrophic yeast K. phaffii K51). …”
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CONTROL SYSTEM FOR PHOTOVOLTAIC PANELS TRACKER by Florin GROFU

“…Automatic or manual control together a efficiency test system for photovoltaic panels and a system for monitoring meteorological parameters makes this system to be very useful in any testing laborator of methods for produce energy from renewable sources. …”
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Identification of Computer Editing in Electronic Images of Documents as a Task of Forensic Examination by A. F. Kupin, A. S. Kovalenko

“…The article considers a number of theoretical and applied issues related to forensic examination of electronic images of documents and in particular:- comparative analysis of normative legal acts carried out with regard to regulation of certain aspects of the activities in terms of electronic images of documents’ application;- indication of differences between electronic documents and electronic images of documents;- formulation of definition of the electronic image of the document computer editing;- description of factors affecting the possibility for identification of computer editing of document electronic images as a means of document forgery;- description of the most typical file formats used for storing, processing and transferring electronic images of documents; examination efficiency demonstration of certain methods and tools by means of the file formate examples in terms of identifying the features that indicate the actions performed on electronic images of documents;- characteristic of the operation principle and functional specifics of Grayscale, RGB and Lab color models used when working with electronic images of documents; capabilities demonstration of each one of them with specific reference;- determination of sequencing and limitations of solving the expert task targeted at fact finding of computer editing of document electronic images and its specific…”
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INFORMATIONAL AND ANALYTICAL SUPPORT OF THE SYSTEM OF ENTERPRISE`S PERFORMANCE MANAGEMENT by Є. І. Масленніков, О. В. Побережець

“…Formation of the necessary information in the industrial enterprise’s performance management system has the following stages : identification and collection information on the performance of the enterprise; assessment and analysis of the information received by use of appropriate methods; identification and clarification of important aspects of the information; determination of the conditions under which the problem can be solved. …”
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