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An Ensemble Hybrid Framework: A Comparative Analysis of Metaheuristic Algorithms for Ensemble Hybrid CNN Features for Plants Disease Classification
Published 2024-01-01“…The extracted Convolutional Neural Network (CNN) features are selected and fused with the LBP features. …”
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Artificial intelligence technology in the clinical analysis of a patient with a mental disorder (case report)
Published 2024-04-01“…The findings showed that the LLM demonstrated high potential in formulating psychiatric diagnoses within an operational framework and supporting the algorithm for therapy and prognosis based on evidence-based approach. However, at the current stage of development, neural networks are unable to fully implement dynamic and phenomenological analysis of the clinical case, which significantly limits the accuracy of diagnostics. …”
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Digital Twin-Based Framework for Real-Time Monitoring and Analysis of Urban Mobile-Source Emissions
Published 2025-06-01Get full text
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Network approaches and strategic management: Exploration opportunities and new trends
Published 2021-01-01“…Despite the fact that the current state of research on organizational networks in the theory of strategic management shows that this approach is already quite well established, on the basis of the analysis of research results concerning the conceptualization of strategic aspects of the network, the existing problems and limitations were identified. …”
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Multimodal data fusion for Alzheimer's disease based on dynamic heterogeneous graph convolutional neural network and generative adversarial network
Published 2025-07-01“…Alzheimer's disease (AD) is a complex neurodegenerative disorder, and understanding its pathogenic mechanisms is crucial for accurate diagnosis. Current research has progressed from single-modal data analysis to multi-modal data fusion, leveraging deep learning's efficient data analysis capabilities to handle complex datasets. …”
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Urban street network morphology classification through street-block based graph neural networks and multi-model fusion
Published 2025-08-01“…Precise categorization of urban street network patterns is essential for urban planning and morphology analysis. …”
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Distribution of Currents in 2 × 25 kV Electric Railway Systems under Normal Conditions
Published 2023-01-01“…This article shows a detailed analysis of the distribution of currents in 2 × 25 kV electric railway systems under normal conditions. …”
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A Review of Application of Deep Learning in Endoscopic Image Processing
Published 2024-11-01“…Deep learning, particularly convolutional neural networks (CNNs), has revolutionized endoscopic image processing, significantly enhancing the efficiency and accuracy of disease diagnosis through its exceptional ability to extract features and classify complex patterns. …”
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A New Coupled‐Inductor‐Based Quadratic DC/DC Converter With Low Current Stress
Published 2025-04-01“…In the presented topology, a three‐winding coupled‐inductor (TWCI) and a switch‐capacitor network are employed in a classic quadratic boost converter to produce a high voltage gain while ensuring continuous input current and common ground between the input source and output load sides. …”
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MONITORING OF RIVERBANKS AS A PART OF STATE MONITORING OF WATER BODIES: CURRENT STATE AND DEVELOPMENT PROSPECTS
Published 2021-04-01“…In the case of further development of the monitoring network, methodological improvement and unification of the observation program, the analysis of the obtained data will gain great scientific and practical importance, allowing to significantly expand the understanding of regional features and spatio-temporal variability of channel processes in Russia. …”
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Prediction of Current and Future Distributions of Chalcophora detrita (Coleoptera: Buprestidae) Under Climate Change Scenarios
Published 2025-01-01“…An ensemble model was created by using 11 different algorithms (Artificial Neural Network, Classification Tree Analysis, eXtreme Gradient Boosting, Flexible Discriminant Analysis, Generalised Additive Model, Generalised Boosting Model, Generalised Linear Model, Multivariate Adaptive Regression Splines, Maximum Entropy, Random Forest, Surface Range Envelope) to predict the potential suitable habitats of C. detrita. …”
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Current practices and challenges in adaptation of clinical guidelines: a qualitative study based on semistructured interviews
Published 2021-12-01“…We conducted a framework analysis for the adaptation process, and thematic analysis for participants’ views and experiences about adaptation process.Setting Nine guideline development organisations from seven countries.Participants Guideline developers who have adapted clinical guidelines within the last 3 years. …”
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Environmental performance of refractories: A state-of-the-art review on current methodological practices and future directions
Published 2025-09-01“…This review examines the application of life cycle assessment (LCA) and carbon footprint (CF) to refractories, providing an in-depth analysis of current practices, key challenges, and potential paths for improvement.This review identified the system boundaries definition, the choice of the impact assessment methodology and the data quality as key methodological challenges driving the quality, accuracy, reliability and comparability of LCA studies. …”
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Current and Future Global Burden of Early-Onset Pancreatic Cancer: A Population-Based Study
Published 2025-04-01Get full text
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