40 citations · 163 across the 10 of their papers we have counts for
10 papers
Cross-Language Code Search using Static and Dynamic Analyses
George Mathew, Kathryn T. Stolee
As code search permeates most activities in software development,code-to-code search has emerged to support using code as a query and retrieving similar code in the search results.…
SLACC: Simion-based Language Agnostic Code Clones
George Mathew, Chris Parnin, Kathryn T Stolee
Successful cross-language clone detection could enable researchers and developers to create robust language migration tools, facilitate learning additional programming languages on…
Better Metrics for Ranking SE Researchers
George Mathew, Tim Menzies
This paper studies how SE researchers are ranked using a variety of metrics and data from 35,406 authors of 35,391 papers from 34 top SE venues in the period 1992-2016. Based on th…
Hyperparameter Optimization for Effort Estimation
Tianpei Xia, Rahul Krishna, Jianfeng Chen +3
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 analyt…
Why Software Effort Estimation Needs SBSE
Tianpei Xia, Jianfeng Chen, George Mathew +2
Industrial practitioners now face a bewildering array of possible configurations for effort estimation. How to select the best one for a particular dataset? This paper introduces O…
Data-Driven Search-based Software Engineering
Vivek Nair, Amritanshu Agrawal, Jianfeng Chen +6
This paper introduces Data-Driven Search-based Software Engineering (DSE), which combines insights from Mining Software Repositories (MSR) and Search-based Software Engineering (SB…
"SHORT"er Reasoning About Larger Requirements Models
George Mathew, Tim Menzies, Neil A. Ernst +1
When Requirements Engineering(RE) models are unreasonably complex, they cannot support efficient decision making. SHORT is a tool to simplify that reasoning by exploiting the "key"…
Impacts of Bad ESP (Early Size Predictions) on Software Effort Estimation
George Mathew, Tim Menzies, Jairus Hihn
Context: Early size predictions (ESP) can lead to errors in effort predictions for software projects. This problem is particular acute in parametric effort models that give extra w…
Negative Results for Software Effort Estimation
Tim Menzies, Ye Yang, George Mathew +2
Context:More than half the literature on software effort estimation (SEE) focuses on comparisons of new estimation methods. Surprisingly, there are no studies comparing state of th…
Finding Trends in Software Research
George Mathew, Amritanshu Agrawal, Tim Menzies
This paper explores the structure of research papers in software engineering. Using text mining, we study 35,391 software engineering (SE) papers from 34 leading SE venues over the…