Hyperparameter Optimization for AST Differencing

How to Better Distinguish Security Bug Reports (Using Dual Hyperparameter Optimization)

(2021) Rui Shu et al.   EMPIRICAL SOFTWARE ENGINEERING

On the Value of Oversampling for Deep Learning in Software Defect Prediction

(2021) Rahul Yedida et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Simpler Hyperparameter Optimization for Software Analytics: Why, How, When?

(2021) Amritanshu Agrawal et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

FixMiner: Mining relevant fix patterns for automated program repair

(2020) Anil Koyuncu et al.   EMPIRICAL SOFTWARE ENGINEERING

A Systematic Comparison of search-Based approaches for LDA hyperparameter tuning

(2020) Annibale Panichella   INFORMATION AND SOFTWARE TECHNOLOGY

srcDiff: A syntactic differencing approach to improve the understandability of deltas

(2019) Michael John Decker et al.   Journal of Software: Evolution and Process

How to “DODGE” Complex Software Analytics

(2019) Amritanshu Agrawal et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

The Impact of Automated Parameter Optimization on Defect Prediction Models

(2018) Chakkrit Tantithamthavorn et al.   IEEE TRANSACTIONS ON SOFTWARE ENGINEERING

Taking the Human Out of the Loop: A Review of Bayesian Optimization

(2016) Bobak Shahriari et al.   PROCEEDINGS OF THE IEEE

SPOON: A library for implementing analyses and transformations of Java source code

(2015) Renaud Pawlak et al.   SOFTWARE-PRACTICE & EXPERIENCE

Mining software repair models for reasoning on the search space of automated program fixing

(2013) Matias Martinez et al.   EMPIRICAL SOFTWARE ENGINEERING

Parameter tuning or default values? An empirical investigation in search-based software engineering

(2013) Andrea Arcuri et al.   EMPIRICAL SOFTWARE ENGINEERING