About the Authors

Waqar Ahmad

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Conceptualization, Data curation, Methodology, Software, Writing – review & editing

Affiliation Department of Computer and Information Sciences, Pakistan Institute of Engineering and Applied Sciences, Islamabad, Pakistan

Abdul Raheem Shahzad

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Data curation, Formal analysis, Methodology, Software, Visualization

Affiliation CECOS University of IT and Emerging Sciences, Peshawar, Khyber Pakhtunkhwa (KPK), Pakistan

Muhammad Awais Amin

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Formal analysis, Investigation, Methodology, Software, Visualization, Writing – original draft, Writing – review & editing

Affiliations Department of Computer and Information Sciences, Pakistan Institute of Engineering and Applied Sciences, Islamabad, Pakistan, Data Science Consultant, Datamatics Technologies, Islamabad, Pakistan

Waqas Haider Bangyal

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Formal analysis, Investigation, Project administration, Supervision, Validation

Affiliation Department of Computer Science, Kohsar University Murree, Punjab, Pakistan

Tahani Jaser Alahmadi

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Conceptualization, Formal analysis, Funding acquisition, Project administration, Resources, Validation

tjalahmadi@pnu.edu.sa

Affiliation Department of Information Systems, College of Computer and Information Sciences, Princess Nourah bint Abdulrahman University, Riyadh, Saudi Arabia,

Saddam Hussain Khan

Contributed equally to this work with: Waqar Ahmad, Abdul Raheem Shahzad, Muhammad Awais Amin, Waqas Haider Bangyal, Tahani Jaser Alahmadi, Saddam Hussain Khan

Roles Data curation, Formal analysis, Funding acquisition, Investigation, Supervision, Validation, Writing – review & editing

Affiliation Artificial Intelligence Lab, Department of Computer Systems Engineering, University of Engineering and Applied Sciences (UEAS), Swat, Pakistan

Competing Interests

The authors have declared that no competing interests exist.