6 papers
A Bio-Medical Snake Optimizer System Driven by Logarithmic Surviving Global Search for Optimizing Feature Selection and its application for Disorder Recognition
Ruba Abu Khurma, Esraa Alhenawi, Malik Braik +3
It is of paramount importance to enhance medical practices, given how important it is to protect human life. Medical therapy can be accelerated by automating patient prediction usi…
Effects of term weighting approach with and without stop words removing on Arabic text classification
Esra'a Alhenawi, Ruba Abu Khurma, Pedro A. Castillo +1
Classifying text is a method for categorizing documents into pre-established groups. Text documents must be prepared and represented in a way that is appropriate for the algorithms…
A new approach for solving global optimization and engineering problems based on modified Sea Horse Optimizer
Fatma A. Hashim, Reham R. Mostafa, Ruba Abu Khurma +2
Sea Horse Optimizer (SHO) is a noteworthy metaheuristic algorithm that emulates various intelligent behaviors exhibited by sea horses, encompassing feeding patterns, male reproduct…
An Effective Networks Intrusion Detection Approach Based on Hybrid Harris Hawks and Multi-Layer Perceptron
Moutaz Alazab, Ruba Abu Khurma, Pedro A. Castillo +3
This paper proposes an Intrusion Detection System (IDS) employing the Harris Hawks Optimization algorithm (HHO) to optimize Multilayer Perceptron learning by optimizing bias and we…
Choosing a Suitable Requirement Prioritization Method: A Survey
Esraa Alhenawi, Shatha Awawdeh, Ruba Abu Khurma +3
Software requirements prioritization plays a crucial role in software development. It can be viewed as the process of ordering requirements by determining which requirements must b…
A Systematic Literature Review on Task Allocation and Performance Management Techniques in Cloud Data Center
Nidhika Chauhan, Navneet Kaur, Kamaljit Singh Saini +5
As cloud computing usage grows, cloud data centers play an increasingly important role. To maximize resource utilization, ensure service quality, and enhance system performance, it…