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Mahmood A. Jumaah

3 papers hereh-index 437 citations8 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3

Across the 3 of 3 papers where every author was matched, so the position is known.

fields
  • cs.AI2
  • cs.NE1

identity via Semantic Scholar / OpenAlex

most citedFOXANN: A Method for Boosting Neural Network Performance

1 citations · 1 across the 1 of their papers we have counts for

collaborators

3 papers

cs.AI2025

An Improved FOX Optimization Algorithm Using Adaptive Exploration and Exploitation for Global Optimization

Mahmood A. Jumaah, Yossra H. Ali, Tarik A. Rashid

Optimization algorithms are essential for solving many real-world problems. However, challenges such as getting trapped in local minima and effectively balancing exploration and ex…

cs.AI2025

Artificial Liver Classifier: A New Alternative to Conventional Machine Learning Models

Mahmood A. Jumaah, Yossra H. Ali, Tarik A. Rashid

Supervised machine learning classifiers sometimes face challenges related to the performance, accuracy, or overfitting. This paper introduces the Artificial Liver Classifier (ALC),…

cs.NE2024★ 1 cited

FOXANN: A Method for Boosting Neural Network Performance

Mahmood A. Jumaah, Yossra H. Ali, Tarik A. Rashid +1

Artificial neural networks play a crucial role in machine learning and there is a need to improve their performance. This paper presents FOXANN, a novel classification model that c…

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