15 citations · 35 across the 5 of their papers we have counts for
5 papers
On Usefulness of the Deep-Learning-Based Bug Localization Models to Practitioners
Sravya Polisetty, Andriy Miranskyy, Ayse Bener
Background: Developers spend a significant amount of time and efforts to localize bugs. In the literature, many researchers proposed state-of-the-art bug localization models to hel…
Deep Super Learner: A Deep Ensemble for Classification Problems
Steven Young, Tamer Abdou, Ayse Bener
Deep learning has become very popular for tasks such as predictive modeling and pattern recognition in handling big data. Deep learning is a powerful machine learning method that e…
Rediscovery Datasets: Connecting Duplicate Reports
Mefta Sadat, Ayse Basar Bener, Andriy V. Miranskyy
The same defect can be rediscovered by multiple clients, causing unplanned outages and leading to reduced customer satisfaction. In the case of popular open source software, high v…
Database Engines: Evolution of Greenness
Andriy V. Miranskyy, Zainab Al-zanbouri, David Godwin +1
Context: Information Technology consumes up to 10\% of the world's electricity generation, contributing to CO2 emissions and high energy costs. Data centers, particularly databases…
A Large-Scale Study of Online Shopping Behavior
Soroosh Nalchigar, Ingmar Weber
The continuous growth of electronic commerce has stimulated great interest in studying online consumer behavior. Given the significant growth in online shopping, better understandi…