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Machine Learning Algorithms in EEG Analysis of Kleefstra Syndrome: Current Evidence and Future Directions
Published 2025-05-01Get full text
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Exploring IRGs as a Biomarker of Pulmonary Hypertension Using Multiple Machine Learning Algorithms
Published 2024-10-01“…An animal model of PAH was also established to validate hub gene expression patterns. Results: Among the 113 machine learning algorithms, the Lasso + LDA model achieved the highest AUC of 0.741. …”
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Integration of Machine Learning and Wavelet Algorithms for Processing Probing Signals: An Example of Oil Wells
Published 2025-01-01“…To address these challenges, this research explores the application of machine learning and wavelet transform techniques for improving the accuracy and efficiency of digital signal processing in high-frequency induction logging. …”
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Predicting the Likelihood of Operational Risk Occurrence in the Banking Industry Using Machine Learning Algorithms
Published 2025-12-01“…Both algorithms demonstrated comparable performance across other modes. …”
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Research and implementation of network transmission situation awareness
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Battery Current Estimation and Prediction During Charging with Ant Colony Optimization Algorithm
Published 2025-02-01“…The best current pattern is conducted gradually and repeatedly to obtain termination in the form of the best current pattern according to the ACO algorithm. …”
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Coordinated Control of PV Generation and EVs Charging Based on Improved DECell Algorithm
Published 2015-01-01“…Compared to typical charging pattern, the optimized charging pattern could reduce the fluctuations of PV generation output power, satisfy the demand of EVs charging quantity, and save the total charging cost.…”
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Implementation of Generative Artificial Intelligence in Sociological Research
Published 2025-02-01“…The results of the study demonstrate that the use of GAI allows for significantly accelerating the data processing process and enhancing the quality of the data. New patterns and trends in sociological research have been identified, enabling researchers to draw more accurate and justified conclusions. …”
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An Efficient Algorithm for Small Livestock Object Detection in Unmanned Aerial Vehicle Imagery
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Discovering User Sentiment Patterns in Libraries with a Hybrid Machine Learning and Lexicon-Based Approach
Published 2024-11-01Get full text
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Domain-Specific Languages for Algorithmic Graph Processing: A Systematic Literature Review
Published 2025-07-01“…These DSLs fall into two categories: query-based DSLs for graph-pattern matching and graph algorithm DSLs. While graph query DSLs are now standardized, research on DSLs for algorithmic graph processing remains fragmented and lacks a cohesive framework. …”
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Brain Computer Interface using Genetic Algorithm with modified Genome and Phenotype Structures
Published 2023-08-01“…The human machine interface research in the light of modern fast computers and advanced sensors is taking new heights. …”
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A Novel Optimization Algorithm for Modifying the Parameter Unit of Solar PV Cell
Published 2022-01-01“…The strategy avoids stalling by deleting the best solution; this keeps the engine diverse and increases global search capacity. Pattern searching, on either side, is a multiobjective approach that has a high convergence speed as well as good stability, which can increase the whale optimization algorithm’s traditional optimization ability. …”
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Optical Fiber Vibration Signal Recognition Based on the EMD Algorithm and CNN-LSTM
Published 2025-03-01Get full text
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A Robust Capon Beamforming Algorithm with Desired Signal Steering Vector Correction
Published 2025-07-01“…However, when the steering vector of the desired signal is mismatched, the performance of the Capon beamforming algorithm degrades. In addressing this challenge, the present research introduces a refined algorithm. …”
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