Author

F. Alallah

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Open access Aug 2026

Faster R-CNN with Equilibrium Optimizer for Real-Time Object Detection and Classification Framework to Aid Visually Impaired People

In general, blind or Visually Impaired People (VIP) survive their lives in hardship, with the main challenge that they are incapable of living entirely independently. Object detection is a major contribution of computer vision and Machine Learning (ML) in the detection of objects in videos or images. Numerous research...

F. Alallah · Engineering, Technology &amp... · 0 citations

Open access Sep 2026

Gated News-Event Fusion: Mathematical Properties and Prospective Evaluation for Stock Direction Forecasting

Gated News-Event Fusion (GNEF), an availability-aware model mapping price sequences, engineered market features, and news features to direction probabilities and a nonnegative return-magnitude estimate, is developed, providing selective support for residual fusion but do not establish a consistent advantage across equi...

Fras Aljrise, Abdulaziz A. Alsulami, F. Alallah et al. · Mathematics · 0 citations