92 citations · 328 across the 17 of their papers we have counts for
5 papers · 1 filter
Better Software Analytics via "DUO": Data Mining Algorithms Using/Used-by Optimizers
Amritanshu Agrawal, Tim Menzies, Leandro L. Minku +2
This paper claims that a new field of empirical software engineering research and practice is emerging: data mining using/used-by optimizers for empirical studies or DUO. For examp…
A Systematic Study of Cross-Project Defect Prediction With Meta-Learning
Faimison Porto, Leandro Minku, Emilia Mendes +1
The prediction of defects in a target project based on data from external projects is called Cross-Project Defect Prediction (CPDP). Several methods have been proposed to improve t…
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…
An empirical evaluation of ensemble adjustment methods for analogy-based effort estimation
Mohammad Azzeh, Ali Bou Nassif, Leandro L Minku
Objective: This paper investigates the potential of ensemble learning for variants of adjustment methods used in analogy-based effort estimation. The number k of analogies to be us…
The Handbook of Engineering Self-Aware and Self-Expressive Systems
Tao Chen, Funmilade Faniyi, Rami Bahsoon +4
When faced with the task of designing and implementing a new self-aware and self-expressive computing system, researchers and practitioners need a set of guidelines on how to use t…