Natural defense against multi-drug resistant <i>Pseudomonas aeruginosa</i>: <i>Cassia occidentalis</i> L. <i>in vitro</i> and <i>in silico</i> antibacterial activity by Raihan Rahman Imon (9286530)

PneuX-Net: An Enhanced Feature Extraction and Transformation Approach for Pneumonia Detection in X-Ray Images by Kashif Munir (6182237)

“…The ensemble methodology harnesses the complementary strengths of these models, improving feature representation and mitigating overfitting, a prevalent issue in white-box models. …”

Hybrid Tree-Based Machine Learning Models for State-of-Charge and Core Temperature Estimation in EV Batteries by Aya Haraz (22225036)

“…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. …”

A Fusion-Based Approach for Skin Cancer Detection Combining Clinical Images, Dermoscopic Images, and Metadata by Siddiqui, Ansah Juned

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Enhancing the Prediction of Breast Cancer Progression Through Multi-modal Data Transformation by Faseela Abdullakutty (22564814)

“…Through this approach, the complementary strengths of textual and visual data are leveraged to overcome limitations in multi-modality integration. …”