Machine Learning with Administrative Data for Energy Poverty Identification in the UK by Lin Zheng, Eoghan McKenna

“…Energy poverty continues to be a critical challenge, and this requires efficient and scalable identification methods to support targeted interventions. …”
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Design and predict the potential of imidazole-based organic dyes in dye-sensitized solar cells using fingerprint machine learning and supported by a web application by Mohamed M. Elsenety

“…Abstract This scientific paper presents a novel approach to explore and predict the potential of imidazole-based organic dyes for use in Dye-Sensitized Solar Cells (DSSCs) using a machine learning web application. The design of efficient and cost-effective organic dyes is critical to enhance the performance of DSSCs. …”
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Optimal Planning of Wind-Based DG: A Two-Stage Approach Linking Penetration Factor, Turbine Type Selection, Capacity, and Power Factors to Minimize Line Losses by Sina Saboktakin, Tarek Medalel Masaud, Ehab F. El-Saadany

“…The growing penetration of wind energy into power distribution networks necessitates advanced planning models to ensure efficient integration and improved network operation. …”
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Modeling optimal combination of breast and cervical cancer screening strategies in China by Xuewei Liu, Yanbo Wang, Bei Gao, Xinlin Lu, Yuan Wang, Wenli Lu

“…Therefore, we aimed at assessing the efficiency of different combined screening strategies for breast and cervical cancers under different budgets in China. …”
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A novel smartphone augmented reality-based solution for small intracranial lesion localization with refined reference markers by Yu-qin Ye, Yu-qin Ye, Guan-yi Wang, Ying-nan Fan, Zhu-sheng Feng, Yi-bin Jia, Wei Bai, Yong-xiang Yang, Xiao-sheng He

“…The time required for AR and navigation, the deviation between lesion center points identified by AR and navigation, and the ratio of overlap region (ROR) between the lesion locations determined by both methods, were measured, respectively, to evaluate the AR performance in preoperative planning.ResultsThe average time required for AR was shorter than that for navigation (256.61 ± 69.75 s vs. 454.16 ± 78.85 s, p < 0.05), indicating the favorable efficiency of AR. …”
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Consequences of changing regional integration on environmental development, agricultural markets, and food security by L.A. Omarbakiyev, S.M. Kantarbayeva, A.K. Nizamdinova, S.T. Zhumasheva, G.Zh. Seitkhamzina, A. Saulembekova

“…Internal changes will help the industry increase international competitiveness and efficiency while promoting sustainable development and ensuring food security and environmental safety.CONCLUSION: The article determined that it is necessary to prioritize developing multilateral partnerships to address transportation and logistics challenges in the export and import of agricultural products, and reduce dependence on the import of seeds, breeding products, fodder, and agricultural machinery. …”
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THE EFFECTIVENESS OF THE USE OF THE VITAMIN AND MINERAL COMPLEX FOR THE CORRECTION OF WATER-SALT METABOLISM IN CHRONIC FLUORIDE INTOXICATION (EXPERIMENTAL STUDIES) by Евгения Викторовна Уланова, Татьяна Константиновна Ядыкина, Лариса Геннадьевна Горохова, Наталья Викторовна Кизиченко

“…Daily diuresis was determined by the metric method in exchange cells for laboratory rats. …”
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Diffractogram data processing module for electronic journal. Finding diffraction maximum by Roman D. Gerasimov, Arseny D. Starikov

“…The developed digital solution allows reducing the time for analyzing experimental data, the amount of software used, simplifying determination of the phase composition of synthesized powders within a series, and increasing the efficiency of experiments and research. …”
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Relationship between nitric oxide levels and the activity of fibrogenic cytokine TGF-β1 and their role in diagnostics of the development of irreversible morphofunctional changes in... by S. I. Ilchenko, A. O. Fialkovska, K. V. Skriabina

“…To confirm active smoking, the nicotine metabolite cotinine was determined in urine. Instrumental methods included spirometry, chest X-ray, tracheobronchoscopy. …”
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ANALYTICAL SOLUTION TO CONTACT PROBLEM ON SPHERICAL INDENTER PENETRATION INTO SOFT ELASTIC LAYER by Sergey Sergeyevich Volkov

“…An efficient method for constructing an approximate analytical solution to the contact problem of the penetration of a spherical indenter into the soft elastic layer lying on a rigid elastic foundation is proposed. …”
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A model for identifying project sprint tasks based on their description by Marina Grinchenko, Mykyta Rohovyi

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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A model for identifying project sprint tasks based on their description by Марина Гринченко, Микита Роговий

“…The article solves the following tasks: analyzing research on the classification and visualization of project tasks, developing an algorithm that can automatically classify text descriptions of sprint tasks, collecting and preparing a training sample of text descriptions of sprint tasks for training and testing the classification model, applying natural language processing methods to improve classification and ensure the accuracy of the results, validating the model on real data to assess the efficiency and accuracy of classification, and analyzing the results. …”
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Machine-learning based quantification of lung shunt fraction from 99mTc-MAA SPECT/CT for selective internal radiation therapy of liver tumors using TriDFusion (3DF) by Daniel Lafontaine, Finn Augensen, Adam Kesner, Raoul Vincent, Assen Kirov, Simone Krebs, Heiko Schöder, John L. Humm

“…Results On average, LSF determined from 2D planar images were between 21 and 70% higher than those determined from SPECT/CT data. …”
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Clinical Applicability of Stem Cell Therapy in Dental Diseases: A Systematic Review of Available Clinical Trials by Atena Shiva, Shahin Arab, Maziar Khatami, Nika Rezaeikalantari, Rezvan Yazdian, Parastoo Namdar

“…In the present study, we systematically reviewed the literature to determine the efficiency of stem cells in treating various dental diseases. …”
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A Modified Nature Publishing Index via Shannon Entropy by Yelin Fu, Ming Wang, Kin Keung Lai

“…This paper develops a Shannon Entropy approach based only on the number of papers published to propose scientific institution rankings. A simple and efficient approach with weight restrictions is employed to derive the score under specific preferences. …”
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A Deep Learning-Driven CAD for Breast Cancer Detection via Thermograms: A Compact Multi-Architecture Feature Strategy by Omneya Attallah

“…Following that, feature transformation methods, such as discrete wavelet transform (DWT) and non-negative matrix factorization (NNMF), are employed to diminish feature dimensionality and enhance computational efficiency. …”
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Machine Learning Forecasting of Commercial Buildings’ Energy Consumption Using Euclidian Distance Matrices by Connor Scott, Alhussein Albarbar

“…Governments worldwide have set ambitious targets for decarbonising energy grids, driving the need for increased renewable energy generation and improved energy efficiency. One key strategy for achieving this involves enhanced energy management in buildings, often using machine learning-based forecasting methods. …”
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Predicting Optimum Moisture Content by the individual and hybrid approach of machine learning by Yinghui Yang, Yahui Dai, Qunting Yang

“…Machine learning offers a promising alternative by enabling the creation of advanced predictive models and algorithms that can improve the accuracy and efficiency of OMC predictions compared to traditional empirical methods. …”
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Evaluation criteria of centralization options in the architecture of multicomputer systems with traps and baits by Antonina Kashtalian, Sergii Lysenko, Anatoliy Sachenko, Bohdan Savenko, Oleg Savenko, Andrii Nicheporuk

“…The convergence of the experimental results and the results obtained by the theoretical method has been established. Conclusion. The study introduces mathematical models for evaluating system centers based on operational efficiency, stability, integrity, and security criteria. …”
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Characterization and antimicrobial activity of a novel lytic phage vB_SmaS_QH16 against Stenotrophomonas maltophilia: in vitro, in vivo, and biofilm studies by Peng Cheng, Peng Cheng, Zian Li, Lanmin Liu, Ruizhe Li, Jianwu Zhou, Xiaoqin Luo, Xiaoqin Luo, Xiaoming Mu, Jingwei Sun, Jideng Ma, Jideng Ma, Xiangren A

“…Phage morphology was analyzed using transmission electron microscopy (TEM), and genome sequencing and annotation were performed. Host range, efficiency of lysis (EOP), optimal multiplicity of infection (MOI), one-step growth curves, and physicochemical stability were also determined. …”
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