7 citations · 11 across the 2 of their papers we have counts for
4 papers · 1 filter
Replication Can Improve Prior Results: A GitHub Study of Pull Request Acceptance
Di Chen, Kathyrn Stolee, Tim Menzies
Crowdsourcing and data mining can be used to effectively reduce the effort associated with the partial replication and enhancement of qualitative studies. For example, in a primary…
How to "DODGE" Complex Software Analytics?
Amritanshu Agrawal, Wei Fu, Di Chen +2
Machine learning techniques applied to software engineering tasks can be improved by hyperparameter optimization, i.e., automatic tools that find good settings for a learner's cont…
Building Better Quality Predictors Using "-Dominance"
Wei Fu, Tim Menzies, Di Chen +1
Despite extensive research, many methods in software quality prediction still exhibit some degree of uncertainty in their results. Rather than treating this as a problem, this pape…
Replicating and Scaling up Qualitative Analysis using Crowdsourcing: A Github-based Case Study
Di Chen, Kathryn T. Stolee, Tim Menzies
Due to the difficulties in replicating and scaling up qualitative studies, such studies are rarely verified. Accordingly, in this paper, we leverage the advantages of crowdsourcing…