George Mathew

Using Stakeholder Preferences to Make Better Architecture Decisions

2017

A roadmap to modernize the architecture of an existing system must satisfy many strongly-positioned stakeholders and satisfy the constraints of continuing business operations as the plan is implemented. Our previous work reported on a method …

Hyperparameter Optimization for Effort Estimation

2018 · arXiv (Cornell University)

Software analytics has been widely used in software engineering for many tasks such as generating effort estimates for software projects. One of the "black arts" of software analytics is tuning the parameters controlling a data …