activity
20172021
most citedEvolution of statistical analysis in empirical software engineering research: Current state and steps forward

73 citations · 152 across the 8 of their papers we have counts for

collaborators

10 papers

cs.SE2021

Automated Support for Unit Test Generation: A Tutorial Book Chapter

Afonso Fontes, Gregory Gay, Francisco Gomes de Oliveira Neto +1

Unit testing is a stage of testing where the smallest segment of code that can be tested in isolation from the rest of the system - often a class - is tested. Unit tests are typica…

cs.SE2020★ 8 cited

Using mutation testing to measure behavioural test diversity

Francisco Gomes de Oliveira Neto, Felix Dobslaw, Robert Feldt

Diversity has been proposed as a key criterion to improve testing effectiveness and efficiency.It can be used to optimise large test repositories but also to visualise test mainten…

cs.SE2020★ 47 cited

An Empirical Study of Bots in Software Development -- Characteristics and Challenges from a Practitioner's Perspective

Linda Erlenhov, Francisco Gomes de Oliveira Neto, Philipp Leitner

Software engineering bots - automated tools that handle tedious tasks - are increasingly used by industrial and open source projects to improve developer productivity. Current rese…

cs.SE2020★ 18 cited

Boundary Value Exploration for Software Analysis

Felix Dobslaw, Francisco Gomes de Oliveira Neto, Robert Feldt

For software to be reliable and resilient, it is widely accepted that tests must be created and maintained alongside the software itself. One safeguard from vulnerabilities and fai…

cs.SE2019★ 5 cited

Estimating Return on Investment for GUI Test Automation Tools

Felix Dobslaw, Robert Feldt, David Michaelsson +3

Automated graphical user interface (GUI) tests can reduce manual testing activities and increase test frequency. This motivates the conversion of manual test cases into automated G…

cs.SE2018★ 1 cited

A Method to Assess and Argue for Practical Significance in Software Engineering

Richard Torkar, Carlo A. Furia, Robert Feldt +4

A key goal of empirical research in software engineering is to assess practical significance, which answers whether the observed effects of some compared treatments show a relevant…

cs.SE2018

Visualizing test diversity to support test optimisation

Francisco Gomes de Oliveira Neto, Robert Feldt, Linda Erlenhov +1

Diversity has been used as an effective criteria to optimise test suites for cost-effective testing. Particularly, diversity-based (alternatively referred to as similarity-based) t…

cs.SE2018

A Testability Analysis Framework for Non-Functional Properties

Michael Felderer, Bogdan Marculescu, Francisco Gomes de Oliveira Neto +2

This paper presents background, the basic steps and an example for a testability analysis framework for non-functional properties.

cs.SE2018

Ways of Applying Artificial Intelligence in Software Engineering

Robert Feldt, Francisco G. de Oliveira Neto, Richard Torkar

As Artificial Intelligence (AI) techniques have become more powerful and easier to use they are increasingly deployed as key components of modern software systems. While this enabl…

cs.SE2017★ 73 cited

Evolution of statistical analysis in empirical software engineering research: Current state and steps forward

Francisco Gomes de Oliveira Neto, Richard Torkar, Robert Feldt +3

Software engineering research is evolving and papers are increasingly based on empirical data from a multitude of sources, using statistical tests to determine if and to what degre…