activity
20202022
most citedThe impact of feature importance methods on the interpretation of defect classifiers

132 citations · 199 across the 9 of their papers we have counts for

collaborators

9 papers

cs.SE2022★ 7 cited

An Empirical Study of Library Usage and Dependency in Deep Learning Frameworks

Mohamed Raed El aoun, Lionel Nganyewou Tidjon, Ben Rombaut +2

Recent advances in deep learning (dl) have led to the release of several dl software libraries such as pytorch, Caffe, and TensorFlow, in order to assist machine learning (ml) prac…

cs.SE2022★ 2 cited

Is my transaction done yet? An empirical study of transaction processing times in the Ethereum Blockchain Platform

Michael Pacheco, Gustavo A. Oliva, Gopi Krishnan Rajbahadur +1

Ethereum is one of the most popular platforms for the development of blockchain-powered applications. These applications are known as Dapps. When engineering Dapps, developers need…

cs.SE2022★ 1 cited

What makes Ethereum blockchain transactions be processed fast or slow? An empirical study

Michael Pacheco, Gustavo A. Oliva, Gopi Krishnan Rajbahadur +1

The Ethereum platform allows developers to implement and deploy applications called Dapps onto the blockchain for public use through the use of smart contracts. To execute code wit…

cs.SE2022

On the Importance of Performing App Analysis Within Peer Groups

Safwat Hassan, Heng Li, Ahmed E. Hassan

The competing nature of the app market motivates us to shift our focus on apps that provide similar functionalities and directly compete with each other (i.e., peer apps). In this…

cs.LG2022★ 132 cited

The impact of feature importance methods on the interpretation of defect classifiers

Gopi Krishnan Rajbahadur, Shaowei Wang, Yasutaka Kamei +1

Classifier specific (CS) and classifier agnostic (CA) feature importance methods are widely used (often interchangeably) by prior studies to derive feature importance ranks from a…

cs.SE2021★ 26 cited

An empirical study of question discussions on Stack Overflow

Wenhan Zhu, Haoxiang Zhang, Ahmed E. Hassan +1

Stack Overflow provides a means for developers to exchange knowledge. While much previous research on Stack Overflow has focused on questions and answers (Q&A), recent work has sho…

cs.SE2021

An Exploratory Study on the Repeatedly Shared External Links on Stack Overflow

Jiakun Liu, Haoxiang Zhang, Xin Xia +4

On Stack Overflow, users reuse 11,926,354 external links to share the resources hosted outside the Stack Overflow website. The external links connect to the existing programming-re…

cs.SE2021★ 12 cited

Studying Ad Library Integration Strategies of Top Free-to-Download Apps

Md Ahasanuzzaman, Safwat Hassan, Ahmed E. Hassan

In-app advertisements have become a major revenue source for app developers in the mobile app ecosystem. Ad libraries play an integral part in this ecosystem as app developers inte…

cs.SE2020★ 19 cited

What Makes a Popular Academic AI Repository?

Yuanrui Fan, Xin Xia, David Lo +2

Many AI researchers are publishing code, data and other resources that accompany their papers in GitHub repositories. In this paper, we refer to these repositories as academic AI r…