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A New Flow-Based Approach for Enhancing Botnet Detection Efficiency Using Convolutional Neural Networks and Long Short-Term Memory
Published 2025“…To enhance the performance of these approaches, this paper proposes utilizing a hybrid deep learning method that combines convolutional neural network (CNN) and long short-term memory (LSTM) methods. CNN efficiently extracts spatial features from network traffic, such as patterns in flow characteristics, while LSTM captures temporal dependencies critical to detecting sequential patterns in botnet behaviors. …”
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Introducing a Novel Figure of Merit for Evaluating Stability of Perovskite Solar Cells: Utilizing Long Short-Term Memory Neural Networks
Published 2025“…<p dir="ltr">This study introduces a novel figure of merit for evaluating the stability of perovskite solar cells (PSCs) by employing advanced Long Short-Term Memory (LSTM) neural networks to investigate degradation mechanisms. …”
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A Framework For Quality Management In Healthcare: From Hospital And Patient’s Perspective
Published 2021Get full text
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Is Revisional Gastric Bypass as Effective as Primary Gastric Bypass for Weight Loss and Improvement of Comorbidities?
Published 2019“…<h2>Background</h2> <p>Revisional gastric bypass (R-RYGB) surgery is utilized for the management of inadequate weight loss or weight regain observed after some cases of bariatric surgeries. Data on the mid-term effectiveness of primary gastric bypass (P-RYGB) compared with R-RYGB (e.g., post sleeve gastrectomy/gastric banding) are controversial.…”
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Inventory competition, artificial intelligence, and quality improvement decisions in supply chains with digital marketing
Published 2023“…While offering valuable contributions, the study acknowledges limitations in terms of self-reported data and a specific respondent group. …”
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Improved Cognitive Vigilance Assessment after Artifact Reduction with Wavelet Independent Component Analysis
Published 2022“…Our classification results showed that in terms of features extraction, the wICA method outperformed the existing ICA method. …”
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Thousands of Qatari genomes inform human migration history and improve imputation of Arab haplotypes
Published 2021“…Finally, we leverage genotype novelty to build a reference panel of 12,432 haplotypes, demonstrating improved genotype imputation for both rare and common alleles in Arabs and the wider Middle East.…”
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Improved Jaya Synergistic Swarm Optimization Algorithm to Optimize Task Scheduling Problems in Cloud Computing
Published 2024“…Experimental results demonstrate the superiority of our method in terms of solution quality, convergence speed, and scalability. …”
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Drone Detection with Improved Precision in Traditional Machine Learning and Less Complexity in Single Shot Detectors
Published 2024“…SVM and RF with modified NMS managed to achieve a relative improvement of up to 25% based on the evaluation metric. …”
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The Impact of Singing on the Development of Voicing Contrast in L2 English
Published 2024Get full text
doctoralThesis
