Search Results - "Desuky, Abeer S"

Mud Ring Algorithm: A New Meta-Heuristic Optimization Algorithm for Solving Mathematical and Engineering Challenges by Desuky, Abeer S., Cifci, Mehmet Akif, Kausar, Samina, Hussain, Sadiq, El Bakrawy, Lamiaa M.

“…This paper proposes a new meta-heuristic optimization algorithm, namely Mud Ring Algorithm (MRA) that mimics the mud ring feeding behaviour of bottlenose…”
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EAOA: An Enhanced Archimedes Optimization Algorithm for Feature Selection in Classification by Desuky, Abeer S., Hussain, Sadiq, Kausar, Samina, Islam, Md. Akhtarul, El Bakrawy, Lamiaa M.

“…Feature selection plays a crucial role in order to mitigate the high dimensional feature space in different classification problems. The computational cost is…”
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Single-Point Crossover and Jellyfish Optimization for Handling Imbalanced Data Classification Problem by Desuky, Abeer S., Elbarawy, Yomna M., Kausar, Samina, Omar, Asmaa Hekal, Hussain, Sadiq

“…The imbalanced datasets and their classification has pulled in as a hot research topic over the years. It is used in different fields, for example, security,…”
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Parameter Optimization Based Mud Ring Algorithm for Improving the Maternal Health Risk Prediction by Desuky, Abeer S, Hussain, Sadiq, Cifci, Mehmet Akif, Bakrawy, Lamiaa M El, MZOUGHI, Olfa, Kraiem, Naoufel

“…Maternal health risk prediction is a critical aspect of public health. This paper proposes a new parameter optimization method to improve maternal health risk…”
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Feature Selection Based on Mud Ring Algorithm for Improving Survival Prediction of Children Undergoing Hematopoietic Stem-Cell Transplantation by El Bakrawy, Lamiaa M, Bailek, Nadjem, Abualigah, Laith, Urooj, Shabana, Desuky, Abeer S

“…The survival prediction of children undergoing hematopoietic stem-cell transplantation is essential for successful transplantation. However, the performance of…”
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A Modified Ant Lion Optimization Method and Its Application for Instance Reduction Problem in Balanced and Imbalanced Data by El Bakrawy, Lamiaa M., Cifci, Mehmet Akif, Kausar, Samina, Hussain, Sadiq, Islam, Md. Akhtarul, Alatas, Bilal, Desuky, Abeer S.

“…Instance reduction is a pre-processing step devised to improve the task of classification. Instance reduction algorithms search for a reduced set of instances…”
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An Improved Hybrid Approach for Handling Class Imbalance Problem by Desuky, Abeer S., Hussain, Sadiq

“…Class imbalance issue that presents in many real-world datasets exhibit favouritism toward the majority class and showcases poor performance for the minority…”
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Graph neural network guided by feature selection and centrality measures for Node Classification on Homophilic and Heterophily graphs by Mahmoud, Asmaa M., Eid, Heba F., Desuky, Abeer S., Ali, Hoda A.

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Mud Ring Algorithm: A New Meta-Heuristic Optimization Algorithm for Solving Mathematical and Engineering Challenges by Desuky, Abeer S, Cifci, Mehmet Akif, Kausar, Samina, Hussain, Sadiq, El Bakrawy, Lamiaa M

“…This paper proposes a new meta-heuristic optimization algorithm, namely Mud Ring Algorithm (MRA) that mimics the mud ring feeding behaviour of bottlenose…”
Get full text

EAOA: An Enhanced Archimedes Optimization Algorithm for Feature Selection in Classification by Desuky, Abeer S, Hussain, Sadiq, Kausar, Samina, Islam, Md. Akhtarul, El Bakrawy, Lamiaa M

“…Feature selection plays a crucial role in order to mitigate the high dimensional feature space in different classification problems. The computational cost is…”
Get full text