Search Results - "Kassaymeh, Sofian"

A Hybrid White Shark Equilibrium Optimizer for Power Scheduling Problem Based IoT by Makhadmeh, Sharif Naser, Al-Betar, Mohammed Azmi, Assaleh, Khaled, Kassaymeh, Sofian

“…The power schedule problem (PSP) is the problem of managing, controlling, and scheduling power consumption of electrical appliances/devices to operate at the…”
Get full text

Recent Advances in Grey Wolf Optimizer, its Versions and Applications: Review by Makhadmeh, Sharif Naser, Al-Betar, Mohammed Azmi, Doush, Iyad Abu, Awadallah, Mohammed A., Kassaymeh, Sofian, Mirjalili, Seyedali, Zitar, Raed Abu

“…The Grey Wolf Optimizer (GWO) has emerged as one of the most captivating swarm intelligence methods, drawing inspiration from the hunting behavior of wolf…”
Get full text

Parallel Metaheuristic Algorithms for Solving Imbalanced Data Classification Problems by Alweshah, Mohammed, Almiani, Muder, Alkhalaileh, Saleh, Kassaymeh, Sofian, Hezzam, Essa Abdullah, Alomoush, Waleed

“…An imbalanced classification problem is one in which the distribution of instances across defined classes is uneven or biased in one direction or another. In…”
Get full text

Hybrid black widow optimization with iterated greedy algorithm for gene selection problems by Alweshah, Mohammed, Aldabbas, Yasmeen, Abu-Salih, Bilal, Oqeil, Saleh, Hasan, Hazem S., Alkhalaileh, Saleh, Kassaymeh, Sofian

“…Gene Selection (GS) is a strategy method targeted at reducing redundancy, limited expressiveness, and low informativeness in gene expression datasets obtained…”
Get full text

Salp swarm optimizer for modeling the software fault prediction problem by Kassaymeh, Sofian, Abdullah, Salwani, Al-Betar, Mohammed Azmi, Alweshah, Mohammed

“…This paper proposes the salp swarm algorithm (SSA) combined with a backpropagation neural network (BPNN) to solve the software fault prediction (SFP) problem…”
Get full text

An Efficient Hybrid Mine Blast Algorithm for Tackling Software Fault Prediction Problem by Alweshah, Mohammed, Kassaymeh, Sofian, Alkhalaileh, Saleh, Almseidin, Mohammad, Altarawni, Ibrahim

“…An inherent problem in software engineering is that competing prediction systems have been found to produce conflicting results. Yet accurate prediction is…”
Get full text

Backpropagation Neural Network optimization and software defect estimation modelling using a hybrid Salp Swarm optimizer-based Simulated Annealing Algorithm by Kassaymeh, Sofian, Al-Laham, Mohamad, Al-Betar, Mohammed Azmi, Alweshah, Mohammed, Abdullah, Salwani, Makhadmeh, Sharif Naser

“…Software Defect Estimation (SDE) is a fundamental problem solving mechanism in the field of software engineering (SE). SDE is a task that identifies software…”
Get full text

Feedforward neural network-based augmented salp swarm optimizer for accurate software development cost forecasting by Al-Betar, Mohammed Azmi, Kassaymeh, Sofian, Makhadmeh, Sharif Naser, Fraihat, Salam, Abdullah, Salwani

Get full text

Self-adaptive salp swarm algorithm for optimization problems by Kassaymeh, Sofian, Abdullah, Salwani, Al-Betar, Mohammed Azmi, Alweshah, Mohammed, Al-Laham, Mohamad, Othman, Zalinda

“…In this paper, an enhanced version of the salp swarm algorithm (SSA) for global optimization problems was developed. Two improvements have been proposed: (i)…”
Get full text

Salp Swarm Optimizer for Modeling Software Reliability Prediction Problems by Kassaymeh, Sofian, Abdullah, Salwani, Al-Laham, Mohamad, Alweshah, Mohammed, Al-Betar, Mohammed Azmi, Othman, Zalinda

“…In this paper, software effort prediction (SEP) and software test prediction (STP) (i.e., software reliability problems) are tackled by integrating the salp…”
Get full text

An efficient convergence-boosted salp swarm optimizer-based artificial neural network for the development of software fault prediction models by Al-Laham, Mohamad, Kassaymeh, Sofian, Al-Betar, Mohammed Azmi, Makhadmeh, Sharif Naser, Albashish, Dheeb, Alweshah, Mohammed

Get full text

Optimizing beyond boundaries: empowering the salp swarm algorithm for global optimization and defective software module classification by Kassaymeh, Sofian, Al-Betar, Mohammed Azmi, Rjoubd, Gaith, Fraihat, Salam, Abdullah, Salwani, Almasri, Ammar

“…This work presents a new version of the salp swarm optimizer (SSA), called ” m SSA,” that uses complex mathematical expressions to dynamically manipulate the…”
Get full text

Software effort estimation modeling and fully connected artificial neural network optimization using soft computing techniques by Kassaymeh, Sofian, Alweshah, Mohammed, Al-Betar, Mohammed Azmi, Hammouri, Abdelaziz I., Al-Ma’aitah, Mohammad Atwah

“…In software engineering, the planning and budgeting stages of a software project are of great importance to all stakeholders, including project managers as…”
Get full text

An enhanced salp swarm optimizer boosted by local search algorithm for modelling prediction problems in software engineering by Kassaymeh, Sofian, Abdullah, Salwani, Al-Betar, Mohammed Azmi, Alweshah, Mohammed, Salem, Amer Abu, Makhadmeh, Sharif Naser, Al-Ma’aitah, Mohammad Atwah

“…Scientific communities are still motivated to create novel approaches and methodologies for early estimation of software project development efforts and…”
Get full text

A review of UAV Visual Detection and Tracking Methods by Zitar, Raed Abu, Al-Betar, Mohammad, Ryalat, Mohamad, Kassaymeh, Sofian

“…This paper presents a review of techniques used for the detection and tracking of UAVs or drones. There are different techniques that depend on collecting…”
Get full text

A Hybrid Salp Swarm Algorithm with Artificial Neural Network Model for Predicting the Team Size Required for Software Testing Phase by Kassaymeh, Sofian, Abdullah, Salwani, Alweshah, Mohammed, Hammouri, Abdelaziz I.

“…The software project director has to keep estimating the required resources and planning the schedule for deliverables. Unfortunately, such estimation and…”
Get full text