Asad Ali

According to our database, Asad Ali authored at least 9 papers between 2019 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Exploring Consistent Feature Selection for Software Fault Prediction: An XAI-Based Model-Agnostic Approach.

Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

IEEE Access, 2025

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

Adam Khan, Asad Ali, Jahangir Khan, Fasee Ullah, Muhammad Faheem

IEEE Access, 2025

2022

Evaluating the impact of feature selection consistency in software prediction.

Asad Ali, Carmine Gravino

Sci. Comput. Program., 2022

The Impact of Parameters Optimization in Software Prediction Models.

Asad Ali, Carmine Gravino

Proceedings of the 48th Euromicro Conference on Software Engineering and Advanced Applications, 2022

2021

An empirical comparison of validation methods for software prediction models.

Asad Ali, Carmine Gravino

J. Softw. Evol. Process., 2021

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

Asad Ali, Carmine Gravino

Sci. Comput. Program., 2021

Software Fault Prediction using Bio-Inspired Algorithms to Select the Features to be employed: An Empirical Study.

Asad Ali, Carmine Gravino

Proceedings of the Information Systems Development: Crossing Boundaries between Development and Operations (DevOps) in Information Systems (ISD2021 Proceedings), 2021

2019

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

Asad Ali, Carmine Gravino

J. Softw. Evol. Process., 2019

Using Bio-Inspired Features Selection Algorithms in Software Effort Estimation: A Systematic Literature Review.

Asad Ali, Carmine Gravino

Proceedings of the 45th Euromicro Conference on Software Engineering and Advanced Applications, 2019