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Reliability and Quality of Complex SystemsI.S. Galishnikov
Published 2025-04-01“…A structural diagram of reliability taking into account the redundancy and a generalized algorithm for the operation of the object recognition system using radio frequency and optical identification are proposed taking into account the switching of the main and backup microcontrollers in time. …”
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1562
Investigating the impact of fatty acid profiles on biodiesel lubricity using artificial intelligence techniques
Published 2025-03-01“…To further analyze the impact of fatty acid composition on lubricity, an artificial intelligence (AI)-based approach using the Adaptive Boosting (AdaBoost) algorithm was implemented. …”
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1563
Automated Measurement of Air Bubbles Dispersion in Ice Cream Using Machine Learning Methods
Published 2023-09-01“…New ice cream formulations depend on the way the composition and production factors affect the air phase. …”
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1564
Review of machine learning-assisted multi-property design of high-entropy alloys: phase structure, mechanical, tribological, corrosion, and hydrogen storage properties
Published 2025-07-01“…High-entropy alloys (HEAs), a novel class of multi-component alloy systems, have attracted much attention due to their unique compositions and outstanding performance advantages. …”
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1565
Data measurement system for non-destructive quality testing of hard alloys
Published 2018-12-01“…It is known that the quality of products from sintered hardmetals, if the fabrication technique is not violated, is determined by the phase composition and an average grain size of the carbide phase. …”
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1566
Exercise-changed gut mycobiome as a potential contributor to metabolic benefits in diabetes prevention: an integrative multi-omics study
Published 2024-12-01“…Furthermore, a machine-learning algorithm built using baseline microbial signatures and clinical characteristics predicted exercise responsiveness in improvements of insulin sensitivity, with an area under the receiver operating characteristic (AUROC) of 0.91 (95% CI: 0.85–0.97) in the discovery cohort and of 0.79 (95% CI: 0.74–0.86) in the independent validation cohort (n = 30).Conclusions Our findings suggest that intense exercise training significantly remodels the human fungal microbiome composition. …”
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1567
Computed tomography-derived quantitative imaging biomarkers enable the prediction of disease manifestations and survival in patients with systemic sclerosis
Published 2025-06-01“…An artificial intelligence-based 3D body composition analysis (BCA) algorithm assessed muscle volume, different adipose tissue compartments, and bone mineral density. …”
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1568
Fecal occult blood affects intestinal microbial community structure in colorectal cancer
Published 2025-01-01“…Similarly, the CRC risk prediction model based on SVM algorithm had the highest accuracy (92%). Conclusion FOB affects the community composition of gut microbes. …”
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1569
Predicting soil organic carbon with ensemble learning techniques by using satellite images for precision farming
Published 2025-08-01“…Abstract Soil plays a major role in the agricultural system. Soil composition detection can help farmers to take appropriate decision leading to proper crop growth. …”
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1570
Methodology for assessing the business activity index of an enterprise based on the analysis of the business environment
Published 2025-04-01“…The elements of the methodology are described: the choice of the composition of indicators, the algorithm for calculating the consolidated index of enterprises, the algorithm for calculating the business activity index of a group of enterprises; interpretation of the results. …”
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1571
Vegetation growth monitoring based on ground-based visible light images from different views
Published 2025-02-01“…The results showed that: (1) machine learning algorithm was suitable for green vegetation segmentation of multi-view images. …”
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1572
An Operation Plan Optimization Model for Integrated Customized and Conventional Bus Services Based on Cost Analysis
Published 2022-01-01“…A mixed-integer planning model and a hybrid genetic algorithm are used to optimize the operation plan for specific travel demands and supply capacities. …”
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1573
GRANULATION OF POWDER MATERIALS WHEN USING «FATTENING» TECHNOLOGY
Published 2013-08-01“…A block diagram of the implementation of the algorithm is also presented in the paper.…”
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1574
METHODOLOGICAL APPROACH TO PRODUCTIVITY ASSESSMENT OF HYPOARCTIC SHRUBS ON THE TAIMYR PENINSULA
Published 2025-06-01“…The authors present the algorithm for measuring and calculating the fractional composition of aboveground biomass and annual productivity using the index of biomass annual increment. …”
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1575
DEVELOPMENT OF A PERSONALIZED MEAT PRODUCT USING STRUCTURAL-PARAMETRIC MODELING
Published 2019-10-01“…The methodology of structural-parametric modeling, which allows designing personalized optimal human nutrition based on medical indicators, is presented in terms of minimization of the risk function. The algorithm of a substantiated optimal choice of mass fractions of components (ingredients) of the food recipe composition is given. …”
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1576
Prediction of multi-type membrane proteins in human by an integrated approach.
Published 2014-01-01“…It outperformed the nearest neighbor algorithm adopting pseudo amino acid composition. The method is anticipated to be an alternative tool for identifying membrane protein types. …”
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1577
A Halpern-Type Iteration Method for Bregman Nonspreading Mapping and Monotone Operators in Reflexive Banach Spaces
Published 2019-01-01“…We further state and prove a strong convergence result using the iterative algorithm introduced. This result extends many works on finding a common solution of the monotone inclusion problem and fixed-point problem for nonlinear mappings in a real Hilbert space to a reflexive Banach space.…”
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1578
Global trends in machine learning applications for single-cell transcriptomics research
Published 2025-08-01“…Research hotspots concentrated on random forest (RF) and deep learning models, showing transition from algorithm development to clinical applications (e.g., tumor immune microenvironment analysis). …”
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1579
Short-term Wind Power Forecasting Based on BWO‒VMD and TCN‒BiGRU
Published 2025-05-01“…Given the instability and high volatility of wind power generation, this study proposes a short-term wind power prediction method based on BWO‒VMD and TCN‒BiGRU to improve the accuracy of wind power prediction and better support the energy transition under the “dual carbon” strategy.MethodsA short-term wind power generation prediction model based on the beluga whale optimization (BWO) algorithm, variational mode de-composition (VMD), temporal convolutional network (TCN), and bidirectional gated recurrent unit (BiGRU) was carefully proposed to improve the prediction accuracy of wind power generation, particularly considering its inherent instability and high volatility. …”
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1580