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Method of forming a business model of corporate integrated structures and developing algorithms and models of its validity
Published 2018-09-01“…The article presents the results of developing a methodology for forming a business model of corporate integrated structures based on the A. Osterwalder’s approach, supplemented by mathematical models for calculating revenue streams, the number of loyal customers, the depth, breadth and competitiveness of the value proposition. …”
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Electric vehicle braking energy recovery control method integrating fuzzy control and improved firefly algorithm.
Published 2025-01-01“…Therefore, an electric vehicle braking energy recovery control model that integrates fuzzy control algorithm with genetic firefly algorithm is proposed. …”
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Path planning of intelligent tennis ball picking robot integrating twin network target tracking algorithm
Published 2025-07-01“…Therefore, this study proposes an intelligent tennis ball picking robot path planning method that integrates a twin network object tracking algorithm. …”
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Differences in emotional expression among college students: a study on integrating psychometric methods and algorithm optimization
Published 2025-03-01“…Conclusion This article was based on the integration of psychometric methods and algorithm optimization techniques, exploring the differences in emotional expression among college students, providing new ideas for personalized mental health interventions for college students, enriching the theoretical basis of emotional expression research, and providing important references for education and mental health practice.…”
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Generalized solution of boundary value problem with an inhomogeneous boundary condition
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The Inversion of SPAD Value in Pear Tree Leaves by Integrating Unmanned Aerial Vehicle Spectral Information and Textural Features
Published 2025-01-01“…Finally, four machine learning methods, namely XGBoost, random forest (RF), back-propagation neural network (BPNN), and optimized integration algorithm (OIA), were used to construct inversion models of the SPAD value of pear trees, with different feature inputs based on vegetation indices, textural features, and their combinations, respectively. …”
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The diagnostic value of MRI segmentation technique for shoulder joint injuries based on deep learning
Published 2024-11-01“…A novel multi-scale feature fusion network (MSFFN) is developed by optimizing and integrating the AlexNet and U-Net algorithms for the segmentation of MRI images of the shoulder joint. …”
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Highly accurate method for solving forced Duffing equations with integral boundary conditions
Published 2025-07-01Get full text
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Robust Parameter Inversion and Subsidence Prediction for Probabilistic Integral Methods in Mining Areas
Published 2025-05-01“…To address this limitation, we propose the IGGIII-BFGS algorithm that integrates robust estimation with unconstrained optimization method, enhancing resistance to gross errors during parameter inversion. …”
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Research on kd-tree Cache Optimization Based on Particle Index Sorting Algorithm
Published 2024-01-01“…By calculating the dimension with the highest MAD value—thereby identifying the axis along which particle distribution exhibits the greatest variance—the algorithm ensures that particles with closer spatial proximity are assigned similar index values, thus optimizing data access during <italic>kd-tree</italic> searches. …”
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Integrated energy trading algorithm for source-grid-load-storage energy system based on distributed machine learning
Published 2024-12-01“…However, the current static network isomorphism algorithm for distributed machine learning cannot meet the energy exchange needs of the integrated energy system. …”
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Improvement of reading platforms assisted by the spring framework: A recommendation technique integrating the KGMRA algorithm and BERT model
Published 2025-02-01“…The KGMRA algorithm leverages knowledge graphs to extract rich associative information and employs multi-relational networks to capture the semantic relationships between articles effectively. …”
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Integrated Machine Learning Algorithms-Enhanced Predication for Cervical Cancer from Mass Spectrometry-Based Proteomics Data
Published 2025-03-01“…Key performance metrics, including accuracy, precision, recall, and F1 score, were systematically evaluated. Furthermore, by integrating feature importance values, Shapley values, and local interpretable model-agnostic explanation (LIME) values, we demonstrated that the diagnostic area under the curve (AUC) achieved by our multi-dimensional learning models approached 1, significantly outperforming the diagnostic AUC of single markers derived from the PRIDE database. …”
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