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The Relationship Between Artificial Intelligence and Critical Infrastructure Development: Bibliometric Analysis
Published 2025-04-01“…The results of the analysis can be used in further research to substantiate and develop an algorithm of actions for rapid response to crisis phenomena and adaptation of the functioning of critical infrastructure facilities to new global challenges.…”
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542
Forecasting Stock Market Volatility Using Housing Market Indicators: A Reinforcement Learning-Based Feature Selection Approach
Published 2025-01-01“…Additionally, the customized ABC algorithm specifically optimizes hyperparameters to increase the adaptability and performance of the model under varying market conditions. …”
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543
CAPSE-ViT: A Lightweight Framework for Underwater Acoustic Vessel Classification Using Coherent Spectral Estimation and Modified Vision Transformer
Published 2025-06-01“…Underwater acoustic target classification has become a key area of research for marine vessel classification, where machine learning (ML) models are leveraged to identify targets automatically. …”
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544
Regional trending topics mining from real time Twitter data for sentiment, context, network and temporal analysis
Published 2025-03-01“…Unlike other social media platforms, Twitter offers researchers an open data source for multifaceted studies, motivating us to delve into regional trending topics, analyzing associated sentiments, context, networks, and temporal patterns. …”
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545
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LSTM-JSO framework for privacy preserving adaptive intrusion detection in federated IoT networks
Published 2025-04-01“…The framework dynamically optimizes hyperparameters using the Joint Strategy Optimization (JSO) algorithm, ensuring efficient model adaptation across heterogeneous IoT networks. …”
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547
STATISTICAL METHODS USAGE TO IMPROVE DIE WAFERS RADIATION MONITORING EFFICIENCY IN MASS PRODUCTION PROCESS
Published 2025-07-01Get full text
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548
Machine learning-driven multi-targeted drug discovery in colon cancer using biomarker signatures
Published 2025-08-01“…The CatBoost algorithm efficiently classifies patients based on molecular profiles and predicts drug responses. …”
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549
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RMDNet: RNA-aware dung beetle optimization-based multi-branch integration network for RNA–protein binding sites prediction
Published 2025-07-01“…To optimize feature integration, we incorporate an improved dung beetle optimization algorithm, which adaptively assigns fusion weights during inference. …”
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551
Methodology for Assessing the Impact of the Diffusion of blockchain Technologies on the Development of the National Economic system (illustrated by the example of the Russian Econo...
Published 2021-04-01“…In this regard, today it is very relevant to a search for formalized approaches to assessing the impact of blockchain technologies on key parameters of macroeconomic generations. The subject of the research is the system of relations between economic entities of the national economy, associated with the perception of blockchain technologies that permeate economic processes. …”
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552
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Quantum Computing Approach in K-Medoids Method for AIDS Disease Prediction Using Manhattan Distance
Published 2025-04-01“…The research will also identify patterns and risk factor for the spread of AIDS that can be used to develop more effective health interventions. …”
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554
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A cartographic generalization method for 3D visualization of trajectories in space–time cubes: case study of epidemic spread
Published 2025-08-01“…We take the spread trajectories of infectious diseases as our research subject, due to their characteristic spatiotemporal patterns, and employ a space–time cube as the visualization tool. …”
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Myocarditis Detection Using Proximal Policy Optimization and Mutual Learning
Published 2024-09-01“…To address class imbalance, a proximal policy optimization (PPO)-based algorithm is utilized, significantly improving the training process by preventing abrupt policy shifts and stabilizing them. …”
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560
Enhancing student success prediction in higher education with swarm optimized enhanced efficientNet attention mechanism.
Published 2025-01-01“…Significantly, the developed model showed a consistently high-performance level demonstrated by various metrics, which indicates that it is proficient in capturing intricate data patterns. The key insights the current research provides are the necessity of early intervention and directed training support in the educational domain. …”
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