60 citations · 91 across the 11 of their papers we have counts for
15 papers
An insight into the technical debt-fix trade off in software backporting
Jarin Tasnim, Debasish Chakroborti, Chanchal K. Roy +1
Maintaining software is an ongoing process that stretches beyond the initial release. Stable software versions continuously evolve to fix bugs, add improvements, address security i…
GPTCloneBench: A comprehensive benchmark of semantic clones and cross-language clones using GPT-3 model and SemanticCloneBench
Ajmain Inqiad Alam, Palash Ranjan Roy, Farouq Al-omari +3
With the emergence of Machine Learning, there has been a surge in leveraging its capabilities for problem-solving across various domains. In the code clone realm, the identificatio…
Backports: Change Types, Challenges and Strategies
Debasish Chakroborti, Kevin A. Schneider, Chanchal K. Roy
Source code repositories allow developers to manage multiple versions (or branches) of a software system. Pull-requests are used to modify a branch, and backporting is a regular ac…
Evaluating the Performance of Clone Detection Tools in Detecting Cloned Co-change Candidates
Md Nadim, Manishankar Mondal, Chanchal K. Roy +1
Co-change candidates are the group of code fragments that require a change if any of these fragments experience a modification in a commit operation during software evolution. The…
The Reproducibility of Programming-Related Issues in Stack Overflow Questions
Saikat Mondal, Mohammad Masudur Rahman, Chanchal K. Roy +1
Software developers often look for solutions to their code-level problems using the Stack Overflow Q&A website. To receive help, developers frequently submit questions containing s…
Semantic Slicing of Architectural Change Commits: Towards Semantic Design Review
Amit Kumar Mondal, Chanchal K. Roy, Kevin A. Schneider +2
Software architectural changes involve more than one module or component and are complex to analyze compared to local code changes. Development teams aiming to review architectural…
A Machine Learning Based Framework for Code Clone Validation
Golam Mostaeen, Banani Roy, Chanchal Roy +2
A code clone is a pair of code fragments, within or between software systems that are similar. Since code clones often negatively impact the maintainability of a software system, s…
Automatic Polyp Segmentation Using Convolutional Neural Networks
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski +2
Colorectal cancer is the third most common cancer-related death after lung cancer and breast cancer worldwide. The risk of developing colorectal cancer could be reduced by early di…
An Exploratory Study to Find Motives Behind Cross-platform Forks from Software Heritage Dataset
Avijit Bhattacharjee, Sristy Sumana Nath, Shurui Zhou +4
The fork-based development mechanism provides the flexibility and the unified processes for software teams to collaborate easily in a distributed setting without too much coordinat…
Micro-level Modularity of Computaion-intensive Programs in Big Data Platforms: A Case Study with Image Data
Amit Kumar Mondal, Banani Roy, Chanchal K. Roy +1
With the rapid advancement of Big Data platforms such as Hadoop, Spark, and Dataflow, many tools are being developed that are intended to provide end users with an interactive envi…
Classification of Histopathological Biopsy Images Using Ensemble of Deep Learning Networks
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski +2
Breast cancer is one of the leading causes of death across the world in women. Early diagnosis of this type of cancer is critical for treatment and patient care. Computer-aided det…
A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh kassani, Michal J. Wesolowski +2
Automatic detection of leukemic B-lymphoblast cancer in microscopic images is very challenging due to the complicated nature of histopathological structures. To tackle this issue,…
Breast Cancer Diagnosis with Transfer Learning and Global Pooling
Sara Hosseinzadeh Kassani, Peyman Hosseinzadeh Kassani, Michal J. Wesolowski +2
Breast cancer is one of the most common causes of cancer-related death in women worldwide. Early and accurate diagnosis of breast cancer may significantly increase the survival rat…
Recommending Comprehensive Solutions for Programming Tasks by Mining Crowd Knowledge
Rodrigo F. G. Silva, Chanchal K. Roy, Mohammad Masudur Rahman +3
Developers often search for relevant code examples on the web for their programming tasks. Unfortunately, they face two major problems. First, the search is impaired due to a lexic…
Blockchain access control Ecosystem for Big Data security
Uchi Ugobame Uchibeke, Sara Hosseinzadeh Kassani, Kevin A. Schneider +1
In recent years, the advancement in modern technologies has experienced an explosion of huge data sets being captured and recorded in different fields, but also given rise to conce…