Concepedia

Asad Ali

AA

8

Publications

203

Citations

8

H-Index

2016

Active since

Affiliations

University of Salerno(Current)

Asad Ali is an author at University of Salerno specializing in engineering, computer science, and data science.

Top concepts

EngineeringData ScienceComputer ScienceSoftware DesignSoftware TestingSoftware AnalysisSoftware EngineeringSoftware MaintenanceData MiningProgram Analysis

Publications per year

2016–2025

8

Publications

8

A systematic literature review of software effort prediction using machine learning methods

Asad Ali, Carmine Gravino · Journal of Software Evolution and Process · 2019 · 83 citations

Software Maintenance, Construction Project Management, Engineering +24

Improving software effort estimation using bio-inspired algorithms to select relevant features: An empirical study

Asad Ali, Carmine Gravino · Science of Computer Programming · 2021 · 29 citations

Software Maintenance, Engineering, Data Science +15

Using Permutation-Based Feature Importance for Improved Machine Learning Model Performance at Reduced Costs

M. Adam Khan, Asad Ali, Jahangir Khan et al. · IEEE Access · 2025 · 25 citations · Full text

Evaluating the impact of feature selection consistency in software prediction

Asad Ali, Carmine Gravino · Science of Computer Programming · 2021 · 16 citations

Software Maintenance, Feature Selection Consistency, Empirical Software Engineering Research +15

An empirical comparison of validation methods for software prediction models

Asad Ali, Carmine Gravino · Journal of Software Evolution and Process · 2021 · 14 citations

Software Maintenance, Software Reliability Testing, Engineering +20

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