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PneuX-Net: An Enhanced Feature Extraction and Transformation Approach for Pneumonia Detection in X-Ray Images
منشور في 2025"…The ensemble methodology harnesses the complementary strengths of these models, improving feature representation and mitigating overfitting, a prevalent issue in white-box models. …"
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Hybrid Tree-Based Machine Learning Models for State-of-Charge and Core Temperature Estimation in EV Batteries
منشور في 2025"…For the estimation phase, hybrid tree-based models were employed due to their robustness in handling complex and noisy datasets, and computational efficiency while integrating the complementary strengths of individual models. …"
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Enhancing the Prediction of Breast Cancer Progression Through Multi-modal Data Transformation
منشور في 2025"…Through this approach, the complementary strengths of textual and visual data are leveraged to overcome limitations in multi-modality integration. …"