4 papers
Conformal Adversarial Generative Ensemble
Ahmad Shahi, Mamehgol Yousefi, Brendon J. Woodford +2
Accurate time series forecasting is critical across various domains, yet traditional ensemble methods often suffer from the disproportionate influence of extreme forecasts. We intr…
Taking a Closer Look at Warnings Generated by PMD and SonarQube, their Rules and Compliance to Established Coding Standards
Lakmal Deshapriya, Sherlock A. Licorish, Brendon J. Woodford
Context: Static code analysis (SCA) tools play a vital role in software development, reducing the cost and time required for code reviews. However, high false-positive and false-ne…
Blackening Cryosphere: Revealing Hotspot Shifts and HGB-Based Forecasting of Absorbing Aerosol Threats over the Himalayan Frozen Frontiers
Abira Sengupta, Ayoti Banerjee, Sarbani Palit +1
Black carbon and mineral dust are key absorbing aerosols that influence atmospheric radiation and increasingly threaten global cryospheric stability. This study examines the long-r…
GBM Returns the Best Prediction Performance among Regression Approaches: A Case Study of Stack Overflow Code Quality
Sherlock A. Licorish, Brendon Woodford, Lakmal Kiyaduwa Vithanage +1
Practitioners are increasingly dependent on publicly available resources for supporting their knowledge needs during software development. This has thus caused a spotlight to be pa…